Metrics for Statistics.Distribution.Poisson:$clogProbability from math-functions-0.1.5.2

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze1.0ms (0%)

Memory

0.8MiB live, 0.8MiB 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
100%	49.9%	0%	0.1%	0%	49.9%	0%	3

Compiler

Compiled 10 to 9 computations (10% saved)

sample1.2s (14.3%)

Memory

15.7MiB live, 1 116.7MiB allocated

Samples

863.0ms	8 251×	0	valid
0.0ms	2×	2	valid
0.0ms	2×	1	valid
0.0ms	1×	3	valid

Precisions

Click to see histograms. Total time spent on operations: 646.0ms

ival-log: 277.0ms (42.9% of total)

ival-mult: 242.0ms (37.4% of total)

ival-sub: 118.0ms (18.3% of total)

ival-true: 6.0ms (0.9% of total)

ival-assert: 3.0ms (0.5% of total)

adjust: 0.0ms (0% of total)

Bogosity

explain101.0ms (1.2%)

Memory

6.2MiB live, 126.3MiB allocated

FPErrors

Click to see full error table

Example	Example	Subexpression
-	-	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`
-	-	`(*.f64 x (log.f64 y))`
-	-	`(-.f64 (*.f64 x (log.f64 y)) z)`
-	-	`(log.f64 y)`
-	-	`y`
-	-	`z`
-	-	`x`

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	256

Precision?

0/0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

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

Precision?

0/0

Recall?

0/0

Samples

51.0ms

512×

valid

Compiler

Compiled 81 to 32 computations (60.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 35.0ms

ival-sub: 24.0ms (68.4% of total)

ival-log: 7.0ms (19.9% of total)

ival-mult: 4.0ms (11.4% of total)

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

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

preprocess74.0ms (0.9%)

Memory

14.7MiB live, 51.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	31	83
1	78	79
2	236	75
3	657	75
4	1373	75
5	1939	75
6	2165	75
7	2250	75
8	2267	75
9	2269	75
0	7	8
0	11	8
1	18	8
2	35	8
3	72	8
4	141	8
5	269	8
6	372	8
7	474	8
8	499	8
9	503	8
0	503	8

Stop Event

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

Calls

Call 1

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

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

Compiler

Compiled 8 to 7 computations (12.5% saved)

eval0.0ms (0%)

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

prune0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.9%	(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)

Compiler

Compiled 8 to 7 computations (12.5% saved)

simplify18.0ms (0.2%)

Memory

-17.9MiB live, 18.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	7	23
0	11	23
1	18	23
2	35	23
3	72	23
4	141	23
5	269	23
6	372	23
7	474	23
8	499	23
9	503	23
0	503	23

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize22.0ms (0.3%)

Memory

3.4MiB live, 41.3MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0	(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
accuracy	0	(log.f64 y)
accuracy	0.015625	(-.f64 (*.f64 x (log.f64 y)) z)
accuracy	0.29296875	(*.f64 x (log.f64 y))

Samples

17.0ms

256×

valid

Compiler

Compiled 48 to 16 computations (66.7% saved)

Precisions

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

ival-log: 4.0ms (42% of total)

ival-mult: 3.0ms (31.5% of total)

ival-sub: 2.0ms (21% of total)

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

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

series102.0ms (1.3%)

Memory

27.4MiB live, 175.6MiB allocated

Counts

4 → 108

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
28.0ms	y	@	0	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
21.0ms	x	@	0	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
20.0ms	y	@	-inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
10.0ms	x	@	inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
6.0ms	x	@	-inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))

simplify396.0ms (4.9%)

Memory

-131.0MiB live, 171.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	75	698
1	239	674
2	657	671
3	2044	653
4	5205	653
0	8056	650

Stop Event

1×	iter limit
1×	node limit

Counts

108 → 108

Calls

Call 1

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

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

rewrite416.0ms (5.1%)

Memory

-2.7MiB live, 200.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	7	20
0	11	20
1	43	20
2	356	20
3	5506	20
0	8493	20

Stop Event

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

Counts

4 → 215

Calls

Call 1

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

Outputs
#<batchref>
#<batchref>
#<batchref>
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#<batchref>
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#<batchref>

eval57.0ms (0.7%)

Memory: -12.8MiB live, 60.8MiB allocated
Compiler: Compiled 8 370 to 678 computations (91.9% saved)

prune13.0ms (0.2%)

Memory

-0.5MiB live, 37.8MiB allocated

Pruning

11 alts after pruning (11 fresh and 0 done)

	Pruned	Kept	Total
New	312	11	323
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	313	11	324

Accuracy

100.0%

Counts

324 → 11

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	55.8%	(fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
	99.0%	(fma.f64 (fma.f64 (log.f64 y) x z) (.f64 (-.f64 (.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y))
▶	99.9%	(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))
	37.6%	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log.f64 y) x (+.f64 z y)) (-.f64 (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (+.f64 z y) #s(literal 2 binary64)))))
	98.7%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z)) (neg.f64 (.f64 z (/.f64 z (fma.f64 (log.f64 y) x z))))) y)
	63.5%	(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
▶	68.3%	(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
▶	67.5%	#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
	31.5%	#s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))
	37.4%	#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
▶	33.0%	#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))

Compiler

Compiled 344 to 238 computations (30.8% saved)

simplify130.0ms (1.6%)

Memory

24.2MiB live, 105.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 17 expressions of interest:

New	Metric	Score
cost-diff	0	(pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))
cost-diff	0	(neg.f64 z)
cost-diff	0	(fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))
cost-diff	20352	(fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	(-.f64 (*.f64 (log.f64 y) x) z)
cost-diff	0	#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
cost-diff	0	(neg.f64 z)
cost-diff	0	#s(approx (- (* x (log y)) z) (neg.f64 z))
cost-diff	0	(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
cost-diff	0	(neg.f64 y)
cost-diff	0	#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
cost-diff	0	(neg.f64 z)
cost-diff	0	(-.f64 (neg.f64 z) y)
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	25	150
0	40	138
1	67	138
2	128	138
3	339	138
4	924	138
5	2078	138
6	3470	138
7	5089	138
8	6622	138
9	7760	138
0	8043	138

Stop Event

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

Calls

Call 1

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

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

localize74.0ms (0.9%)

Memory

5.0MiB live, 80.4MiB allocated

Localize:

Found 17 expressions of interest:

New	Metric	Score
accuracy	0.30210878907376804	(pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))
accuracy	0.4588010072926173	(pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))
accuracy	0.7499917428166807	(fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))
accuracy	27.684404405752986	(fma.f64 (fma.f64 (neg.f64 z) z (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
accuracy	0	(log.f64 y)
accuracy	0.015625	(-.f64 (*.f64 (log.f64 y) x) z)
accuracy	0.29296875	(*.f64 (log.f64 y) x)
accuracy	20.688068424962253	#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
accuracy	0	(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
accuracy	0	(neg.f64 z)
accuracy	29.685264634769084	#s(approx (- (* x (log y)) z) (neg.f64 z))
accuracy	0	(neg.f64 y)
accuracy	42.85359050502814	#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
accuracy	0	(-.f64 (neg.f64 z) y)
accuracy	0	(neg.f64 z)
accuracy	0	(log.f64 y)
accuracy	0.08984375	(fma.f64 (log.f64 y) x (-.f64 (neg.f64 z) y))

Samples

58.0ms

256×

valid

Compiler

Compiled 293 to 49 computations (83.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 40.0ms

ival-sub: 17.0ms (42% of total)

ival-mult: 6.0ms (14.8% of total)

ival-add: 4.0ms (9.9% of total)

ival-log: 4.0ms (9.9% of total)

ival-pow: 4.0ms (9.9% of total)

ival-pow2: 2.0ms (4.9% of total)

ival-neg: 2.0ms (4.9% of total)

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

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

exact: 0.0ms (0% of total)

series189.0ms (2.3%)

Memory

-2.4MiB live, 203.3MiB allocated

Counts

15 → 432

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
69.0ms	x	@	-inf	((+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (- (- (* x (log y)) z) y) (neg y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* (log y) x) z) (* (log y) x) (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (pow (+ (* (log y) x) z) -1))
28.0ms	z	@	0	((+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (- (- (* x (log y)) z) y) (neg y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* (log y) x) z) (* (log y) x) (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (pow (+ (* (log y) x) z) -1))
25.0ms	x	@	inf	((+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (- (- (* x (log y)) z) y) (neg y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* (log y) x) z) (* (log y) x) (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (pow (+ (* (log y) x) z) -1))
13.0ms	x	@	0	((+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (- (- (* x (log y)) z) y) (neg y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* (log y) x) z) (* (log y) x) (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (pow (+ (* (log y) x) z) -1))
13.0ms	y	@	0	((+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (- (- (* x (log y)) z) y) (neg y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* (log y) x) z) (* (log y) x) (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (pow (+ (* (log y) x) z) -1))

simplify177.0ms (2.2%)

Memory

-2.6MiB live, 228.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	275	4394
1	857	4126
2	2664	4030
0	8170	3957

Stop Event

1×	iter limit
1×	node limit

Counts

432 → 432

Calls

Call 1

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

rewrite531.0ms (6.5%)

Memory

-17.7MiB live, 295.7MiB allocated

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	25	117
0	40	105
1	178	105
2	1366	100
0	8584	100

Stop Event

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

Counts

15 → 934

Calls

Call 1

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

Outputs
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eval323.0ms (4%)

Memory: 50.7MiB live, 467.6MiB allocated
Compiler: Compiled 48 938 to 2 536 computations (94.8% saved)

prune195.0ms (2.4%)

Memory

-26.7MiB live, 170.2MiB allocated

Pruning

22 alts after pruning (19 fresh and 3 done)

	Pruned	Kept	Total
New	1 514	15	1 529
Fresh	2	4	6
Picked	2	3	5
Done	0	0	0
Total	1 518	22	1 540

Accuracy

100.0%

Counts

1 540 → 22

Alt Table

Click to see full alt table

Status	Accuracy	Program
	55.2%	(fma.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x) (.f64 (neg.f64 z) z)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
▶	99.0%	(fma.f64 (fma.f64 (log.f64 y) x z) (.f64 (-.f64 (.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y))
	67.5%	(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
	43.4%	(fma.f64 #s(approx (+ (* (neg z) z) (pow (* (log y) x) 2)) (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) x)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
▶	68.1%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
	45.3%	(-.f64 #s(approx (- (* x (log y)) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 #s(literal 0 binary64) z))) y)
	45.3%	(-.f64 #s(approx (- (* x (log y)) z) (.f64 (.f64 (neg.f64 z) z) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) z)))) y)
▶	63.5%	(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
✓	68.3%	(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
	12.8%	#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)))
	12.7%	#s(approx (- (- (* x (log y)) z) y) (/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(literal 0 binary64) y) (-.f64 #s(literal 0 binary64) (*.f64 y y)))))
▶	34.1%	#s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z))
✓	67.5%	#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
	23.8%	#s(approx (- (- (* x (log y)) z) y) (-.f64 (.f64 (exp.f64 (.f64 (log.f64 (log.f64 y)) #s(literal 1 binary64))) x) z))
	76.3%	#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
	12.7%	#s(approx (- (- (* x (log y)) z) y) (.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) y))))
	31.5%	#s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))
▶	37.4%	#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
✓	33.0%	#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
	59.6%	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* (log y) x) z) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x #s(literal -1 binary64)) z)))
	66.4%	#s(approx (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (fma.f64 (neg.f64 z) (/.f64 z (fma.f64 (log.f64 y) x z)) (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z)))))
	98.7%	#s(approx (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (-.f64 (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z))) (fma.f64 z (/.f64 z (fma.f64 (log.f64 y) x z)) y)))

Compiler

Compiled 861 to 595 computations (30.9% saved)

simplify218.0ms (2.7%)

Memory

-22.4MiB live, 164.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(sqrt.f64 (*.f64 x (log.f64 y)))
cost-diff	0	(-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z)
cost-diff	0	#s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z))
cost-diff	7104	(pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64))
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	#s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x))
cost-diff	0	(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
cost-diff	0	#s(approx (- (* x (log y)) z) (neg.f64 z))
cost-diff	0	(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
cost-diff	0	(/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
cost-diff	0	(neg.f64 z)
cost-diff	0	#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x z)
cost-diff	6080	(.f64 (-.f64 (.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)))
cost-diff	14592	(fma.f64 (fma.f64 (log.f64 y) x z) (.f64 (-.f64 (.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))) (neg.f64 y))

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	31	214
0	49	204
1	81	201
2	153	185
3	494	185
4	2102	185
5	5849	185
0	8309	185

Stop Event

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

Calls

Call 1

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

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

localize112.0ms (1.4%)

Memory

9.1MiB live, 132.6MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.15234375	(*.f64 x (log.f64 y))
accuracy	0.278007519536884	(pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64))
accuracy	0.3202942526953038	(sqrt.f64 (*.f64 x (log.f64 y)))
accuracy	11.851956652657167	#s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z))
accuracy	0	(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
accuracy	0	(log.f64 y)
accuracy	0.15234375	(*.f64 (log.f64 y) x)
accuracy	18.992639520121426	#s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x))
accuracy	0	(neg.f64 z)
accuracy	0.12109375	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
accuracy	0.2091645194724928	(/.f64 #s(literal 1 binary64) (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y))
accuracy	14.36103842267173	#s(approx (- (* x (log y)) z) (neg.f64 z))
accuracy	0	(neg.f64 z)
accuracy	20.846303690995512	#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
accuracy	0.06640625	(fma.f64 (log.f64 y) x z)
accuracy	0.15234375	(*.f64 (log.f64 y) x)
accuracy	0.2326020194724928	(pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64))
accuracy	0.3515625	(.f64 (-.f64 (.f64 (log.f64 y) x) z) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)))

Samples

69.0ms	121×	0	invalid
25.0ms	135×	0	valid

Compiler

Compiled 401 to 57 computations (85.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 48.0ms

ival-mult: 24.0ms (50% of total)

ival-sub: 4.0ms (8.3% of total)

ival-log: 4.0ms (8.3% of total)

ival-pow: 4.0ms (8.3% of total)

ival-div: 3.0ms (6.2% of total)

ival-add: 2.0ms (4.2% of total)

ival-sqrt: 2.0ms (4.2% of total)

ival-pow2: 2.0ms (4.2% of total)

ival-neg: 2.0ms (4.2% of total)

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

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

exact: 0.0ms (0% of total)

series158.0ms (1.9%)

Memory

2.6MiB live, 150.5MiB allocated

Counts

19 → 588

Calls

Call 1

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

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

9 calls:

Time	Variable		Point	Expression
40.0ms	x	@	-inf	((+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (+ (* (log y) x) z) (log y) (- (- (* x (log y)) z) y) (neg z) (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (/ 1 (- (- (* x (log y)) z) y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* (log y) x) (pow (sqrt (* x (log y))) 2) (- (- (* x (log y)) z) y) (- (pow (sqrt (* x (log y))) 2) z) (sqrt (* x (log y))) (pow (+ (* (log y) x) z) -1) (* x (log y)))
33.0ms	x	@	0	((+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (+ (* (log y) x) z) (log y) (- (- (* x (log y)) z) y) (neg z) (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (/ 1 (- (- (* x (log y)) z) y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* (log y) x) (pow (sqrt (* x (log y))) 2) (- (- (* x (log y)) z) y) (- (pow (sqrt (* x (log y))) 2) z) (sqrt (* x (log y))) (pow (+ (* (log y) x) z) -1) (* x (log y)))
27.0ms	y	@	inf	((+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (+ (* (log y) x) z) (log y) (- (- (* x (log y)) z) y) (neg z) (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (/ 1 (- (- (* x (log y)) z) y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* (log y) x) (pow (sqrt (* x (log y))) 2) (- (- (* x (log y)) z) y) (- (pow (sqrt (* x (log y))) 2) z) (sqrt (* x (log y))) (pow (+ (* (log y) x) z) -1) (* x (log y)))
9.0ms	y	@	-inf	((+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (+ (* (log y) x) z) (log y) (- (- (* x (log y)) z) y) (neg z) (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (/ 1 (- (- (* x (log y)) z) y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* (log y) x) (pow (sqrt (* x (log y))) 2) (- (- (* x (log y)) z) y) (- (pow (sqrt (* x (log y))) 2) z) (sqrt (* x (log y))) (pow (+ (* (log y) x) z) -1) (* x (log y)))
8.0ms	x	@	inf	((+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (+ (* (log y) x) z) (log y) (- (- (* x (log y)) z) y) (neg z) (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (/ 1 (- (- (* x (log y)) z) y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* (log y) x) (pow (sqrt (* x (log y))) 2) (- (- (* x (log y)) z) y) (- (pow (sqrt (* x (log y))) 2) z) (sqrt (* x (log y))) (pow (+ (* (log y) x) z) -1) (* x (log y)))

simplify213.0ms (2.6%)

Memory

14.9MiB live, 242.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	547	6303
1	1742	5879
2	5612	5719
0	8440	5578

Stop Event

1×	iter limit
1×	node limit

Counts

588 → 585

Calls

Call 1

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

rewrite285.0ms (3.5%)

Memory

4.2MiB live, 370.5MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	31	182
0	49	173
1	198	153
2	1298	153
0	8669	153

Stop Event

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

Counts

19 → 1 242

Calls

Call 1

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

Outputs
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eval574.0ms (7.1%)

Memory: 19.7MiB live, 794.9MiB allocated
Compiler: Compiled 78 181 to 4 899 computations (93.7% saved)

prune61.0ms (0.8%)

Memory

-40.2MiB live, 153.7MiB allocated

Pruning

24 alts after pruning (18 fresh and 6 done)

	Pruned	Kept	Total
New	2 195	11	2 206
Fresh	7	7	14
Picked	2	3	5
Done	0	3	3
Total	2 204	24	2 228

Accuracy

100.0%

Counts

2 228 → 24

Alt Table

Click to see full alt table

Status	Accuracy	Program
	55.2%	(fma.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x) (.f64 (neg.f64 z) z)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
▶	56.8%	(fma.f64 (fma.f64 (log.f64 y) x z) (.f64 (-.f64 (.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y))
▶	44.8%	(fma.f64 (.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- ( x (log y)) z) (neg.f64 z)))
▶	67.5%	(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
	43.4%	(fma.f64 #s(approx (+ (* (neg z) z) (pow (* (log y) x) 2)) (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) x)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
	31.6%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 (+.f64 (/.f64 (/.f64 (+.f64 z y) x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y))) x)))
	32.9%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 #s(literal -1 binary64) y)))
	25.8%	(-.f64 #s(approx (- (* x (log y)) z) (.f64 (sqrt.f64 (.f64 (*.f64 x (log.f64 y)) (log.f64 y))) (sqrt.f64 x))) y)
✓	63.5%	(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
	38.5%	(-.f64 #s(approx (- (* x (log y)) z) (.f64 (exp.f64 (.f64 (log.f64 (log.f64 y)) #s(literal 1 binary64))) x)) y)
✓	68.3%	(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
	68.3%	(.f64 (/.f64 (+.f64 #s(approx (- ( x (log y)) z) (neg.f64 z)) y) #s(literal 1 binary64)) (/.f64 (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
	31.5%	#s(approx (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (*.f64 (log.f64 y) x))
	12.8%	#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)))
▶	15.8%	#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
✓	34.1%	#s(approx (- (- (* x (log y)) z) y) (-.f64 (pow.f64 (sqrt.f64 (*.f64 x (log.f64 y))) #s(literal 2 binary64)) z))
✓	67.5%	#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
▶	76.3%	#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
	12.7%	#s(approx (- (- (* x (log y)) z) y) (.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) y))))
	15.8%	#s(approx (- (- (* x (log y)) z) y) (.f64 (neg.f64 (.f64 z z)) (/.f64 #s(literal 1 binary64) z)))
✓	37.4%	#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
✓	33.0%	#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
	59.6%	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (pow (sqrt (* x (log y))) 2) z) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x #s(literal -1 binary64)) z)))
	66.4%	#s(approx (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (fma.f64 (neg.f64 z) (/.f64 z (fma.f64 (log.f64 y) x z)) (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z)))))

Compiler

Compiled 909 to 618 computations (32% saved)

simplify185.0ms (2.3%)

Memory

16.6MiB live, 209.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(.f64 (-.f64 (.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))))
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x z)
cost-diff	0	(fma.f64 (fma.f64 (log.f64 y) x z) (.f64 (-.f64 (.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y))
cost-diff	0	(neg.f64 z)
cost-diff	0	#s(approx (- (neg z) y) (neg.f64 z))
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
cost-diff	0	(/.f64 #s(literal 1 binary64) y)
cost-diff	0	(neg.f64 y)
cost-diff	0	(*.f64 (neg.f64 y) y)
cost-diff	1344	(fma.f64 (.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- ( x (log y)) z) (neg.f64 z)))
cost-diff	0	(*.f64 z z)
cost-diff	0	(neg.f64 (*.f64 z z))
cost-diff	0	#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
cost-diff	1024	(/.f64 (neg.f64 (*.f64 z z)) z)
cost-diff	0	(/.f64 (log.f64 y) y)
cost-diff	0	(fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y)))
cost-diff	0	#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
cost-diff	1600	(*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)

Iterations

Useful iterations: 4 (0.0ms)

Iter	Nodes	Cost
0	40	251
0	65	259
1	115	256
2	231	237
3	665	233
4	2535	227
5	7393	227
0	8026	227

Stop Event

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

Calls

Call 1

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

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

localize114.0ms (1.4%)

Memory

8.1MiB live, 166.1MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.29296875	(*.f64 (log.f64 y) x)
accuracy	0.6111447572926173	(/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))
accuracy	0.71875	(.f64 (-.f64 (.f64 (log.f64 y) x) z) #s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))))
accuracy	33.95269345372159	#s(approx (pow (+ (* (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))
accuracy	0	(neg.f64 z)
accuracy	0	(log.f64 y)
accuracy	0.08984375	(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
accuracy	29.496214226682103	#s(approx (- (neg z) y) (neg.f64 z))
accuracy	0	(neg.f64 z)
accuracy	0	(neg.f64 y)
accuracy	16.533781246970445	(fma.f64 (.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- ( x (log y)) z) (neg.f64 z)))
accuracy	29.685264634769084	#s(approx (- (* x (log y)) z) (neg.f64 z))
accuracy	0	(*.f64 z z)
accuracy	0	(neg.f64 (*.f64 z z))
accuracy	31.347226317674732	(/.f64 (neg.f64 (*.f64 z z)) z)
accuracy	40.09392074114553	#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
accuracy	0	#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
accuracy	0.2734375	(/.f64 (log.f64 y) y)
accuracy	2.027321730844482	(fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y)))
accuracy	14.718028479108725	(*.f64 (fma.f64 (/.f64 (log.f64 y) y) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y)

Samples

89.0ms

256×

valid

Compiler

Compiled 463 to 77 computations (83.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 68.0ms

ival-div: 28.0ms (41.5% of total)

ival-mult: 13.0ms (19.3% of total)

ival-add: 9.0ms (13.3% of total)

ival-sub: 6.0ms (8.9% of total)

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

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

ival-neg: 3.0ms (4.4% of total)

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

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

exact: 0.0ms (0% of total)

series171.0ms (2.1%)

Memory

-15.4MiB live, 179.5MiB allocated

Counts

23 → 576

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
35.0ms	y	@	-inf	((* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (- (- (* x (log y)) z) y) (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/ (log y) y) (/ (neg (* z z)) z) (- (- (* x (log y)) z) y) (neg (* z z)) (* z z) (+ (* (* (neg y) y) (/ 1 y)) (- (* x (log y)) z)) (* (neg y) y) (neg y) (/ 1 y) (+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (- (* x (log y)) z) (pow (+ (* (log y) x) z) -1) (/ 1 (* (log y) x)) (* (log y) x))
29.0ms	y	@	inf	((* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (- (- (* x (log y)) z) y) (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/ (log y) y) (/ (neg (* z z)) z) (- (- (* x (log y)) z) y) (neg (* z z)) (* z z) (+ (* (* (neg y) y) (/ 1 y)) (- (* x (log y)) z)) (* (neg y) y) (neg y) (/ 1 y) (+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (- (* x (log y)) z) (pow (+ (* (log y) x) z) -1) (/ 1 (* (log y) x)) (* (log y) x))
20.0ms	x	@	-inf	((* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (- (- (* x (log y)) z) y) (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/ (log y) y) (/ (neg (* z z)) z) (- (- (* x (log y)) z) y) (neg (* z z)) (* z z) (+ (* (* (neg y) y) (/ 1 y)) (- (* x (log y)) z)) (* (neg y) y) (neg y) (/ 1 y) (+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (- (* x (log y)) z) (pow (+ (* (log y) x) z) -1) (/ 1 (* (log y) x)) (* (log y) x))
17.0ms	z	@	-inf	((* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (- (- (* x (log y)) z) y) (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/ (log y) y) (/ (neg (* z z)) z) (- (- (* x (log y)) z) y) (neg (* z z)) (* z z) (+ (* (* (neg y) y) (/ 1 y)) (- (* x (log y)) z)) (* (neg y) y) (neg y) (/ 1 y) (+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (- (* x (log y)) z) (pow (+ (* (log y) x) z) -1) (/ 1 (* (log y) x)) (* (log y) x))
11.0ms	x	@	0	((* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (- (- (* x (log y)) z) y) (+ (* (/ (log y) y) x) (- -1 (/ z y))) (/ (log y) y) (/ (neg (* z z)) z) (- (- (* x (log y)) z) y) (neg (* z z)) (* z z) (+ (* (* (neg y) y) (/ 1 y)) (- (* x (log y)) z)) (* (neg y) y) (neg y) (/ 1 y) (+ (* (log y) x) (- (neg z) y)) (log y) (- (neg z) y) (neg z) (+ (* (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1))) (neg y)) (+ (* (log y) x) z) (* (- (* (log y) x) z) (pow (+ (* (log y) x) z) -1)) (- (* x (log y)) z) (pow (+ (* (log y) x) z) -1) (/ 1 (* (log y) x)) (* (log y) x))

simplify265.0ms (3.3%)

Memory

-0.3MiB live, 161.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	441	5458
1	1439	4996
2	4421	4901
0	8270	4783

Stop Event

1×	iter limit
1×	node limit

Counts

576 → 573

Calls

Call 1

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

rewrite351.0ms (4.3%)

Memory

19.7MiB live, 177.9MiB allocated

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	40	214
0	65	217
1	262	211
2	1912	196
0	8331	196

Stop Event

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

Counts

23 → 539

Calls

Call 1

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

Outputs
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eval278.0ms (3.4%)

Memory: 14.7MiB live, 171.4MiB allocated
Compiler: Compiled 42 444 to 2 697 computations (93.6% saved)

prune171.0ms (2.1%)

Memory

-31.3MiB live, 90.6MiB allocated

Pruning

27 alts after pruning (19 fresh and 8 done)

	Pruned	Kept	Total
New	1 286	8	1 294
Fresh	2	11	13
Picked	2	3	5
Done	1	5	6
Total	1 291	27	1 318

Accuracy

100.0%

Counts

1 318 → 27

Alt Table

Click to see full alt table

Status	Accuracy	Program
	55.2%	(fma.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x) (.f64 (neg.f64 z) z)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
✓	44.8%	(fma.f64 (.f64 (neg.f64 y) y) (/.f64 #s(literal 1 binary64) y) #s(approx (- ( x (log y)) z) (neg.f64 z)))
✓	67.5%	(fma.f64 (log.f64 y) x #s(approx (- (neg z) y) (neg.f64 z)))
	43.4%	(fma.f64 #s(approx (+ (* (neg z) z) (pow (* (log y) x) 2)) (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) x)) (pow.f64 (fma.f64 (log.f64 y) x z) #s(literal -1 binary64)) (neg.f64 y))
	85.5%	(fma.f64 #s(approx (+ (* (log y) x) z) (.f64 (log.f64 y) x)) (.f64 (-.f64 (.f64 (log.f64 y) x) z) #s(approx (pow (+ ( (log y) x) z) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) (neg.f64 y))
	31.6%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 (+.f64 (/.f64 (/.f64 (+.f64 z y) x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y))) x)))
	32.9%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (- (- (* x (log y)) z) y)) (/.f64 #s(literal -1 binary64) y)))
✓	63.5%	(-.f64 #s(approx (- (* x (log y)) z) (*.f64 (log.f64 y) x)) y)
✓	68.3%	(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
	68.3%	(.f64 (/.f64 (+.f64 #s(approx (- ( x (log y)) z) (neg.f64 z)) y) #s(literal 1 binary64)) (/.f64 (-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y) (+.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)))
	31.5%	#s(approx (/ 1 (/ 1 (- (- (* x (log y)) z) y))) (*.f64 (log.f64 y) x))
	15.3%	#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (.f64 #s(literal 0 binary64) (/.f64 z (.f64 z z))) (.f64 z #s(literal 1 binary64))) (.f64 z (/.f64 z (*.f64 z z)))))
	9.6%	#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 (.f64 #s(literal 0 binary64) (neg.f64 z)) (.f64 z (.f64 (neg.f64 z) z))) (.f64 (neg.f64 z) z)))
	12.8%	#s(approx (- (- (* x (log y)) z) y) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y)))
✓	15.8%	#s(approx (- (- (* x (log y)) z) y) (/.f64 (neg.f64 (*.f64 z z)) z))
✓	67.5%	#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z))
	76.3%	#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (/.f64 #s(literal 1 binary64) (/.f64 y (log.f64 y))) x (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
	76.3%	#s(approx (- (- (* x (log y)) z) y) (*.f64 (fma.f64 (log.f64 y) (/.f64 x y) (-.f64 #s(literal -1 binary64) (/.f64 z y))) y))
	12.7%	#s(approx (- (- (* x (log y)) z) y) (.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (/.f64 #s(literal 1 binary64) (+.f64 #s(literal 0 binary64) y))))
	15.8%	#s(approx (- (- (* x (log y)) z) y) (.f64 (neg.f64 (.f64 z z)) (/.f64 #s(literal 1 binary64) z)))
	51.5%	#s(approx (- (- (* x (log y)) z) y) (.f64 #s(approx (+ ( (/ (log y) y) x) (- -1 (/ z y))) (fma.f64 (/.f64 (log.f64 y) y) x #s(literal -1 binary64))) y))
	27.0%	#s(approx (- (- (* x (log y)) z) y) (.f64 #s(approx (+ ( (/ (log y) y) x) (- -1 (/ z y))) (/.f64 (neg.f64 z) y)) y))
✓	37.4%	#s(approx (- (- (* x (log y)) z) y) (neg.f64 z))
✓	33.0%	#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))
	59.6%	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (pow (sqrt (* x (log y))) 2) z) (*.f64 (fma.f64 (/.f64 (log.f64 y) z) x #s(literal -1 binary64)) z)))
	69.6%	#s(approx (- (- (* x (log y)) z) y) #s(approx (* (+ (* (/ (log y) y) x) (- -1 (/ z y))) y) (*.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (log.f64 y) y) x #s(literal -1 binary64)) z) y #s(literal -1 binary64)) z)))
	66.4%	#s(approx (+ (* (+ (* (neg z) z) (pow (* (log y) x) 2)) (pow (+ (* (log y) x) z) -1)) (neg y)) (fma.f64 (neg.f64 z) (/.f64 z (fma.f64 (log.f64 y) x z)) (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (log.f64 y) x z)))))

Compiler

Compiled 1 628 to 616 computations (62.2% saved)

regimes89.0ms (1.1%)

Memory

3.2MiB live, 42.0MiB allocated

Counts

46 → 1

Calls

Call 1

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

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

Calls

4 calls:

48.0ms	x
13.0ms	y
13.0ms	(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
13.0ms	z

Results

Accuracy	Segments	Branch
99.9%	1	`x`
99.9%	1	`y`
99.9%	1	`z`
99.9%	1	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`

Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes29.0ms (0.4%)

Memory

31.5MiB live, 31.5MiB allocated

Counts

22 → 4

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
90.3%	3	`x`
88.6%	2	`y`
92.6%	4	`z`
88.5%	4	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`

Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes47.0ms (0.6%)

Memory

-13.3MiB live, 23.6MiB allocated

Counts

20 → 2

Calls

Call 1

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

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

Calls

3 calls:

33.0ms	z
7.0ms	x
6.0ms	y

Results

Accuracy	Segments	Branch
88.6%	2	`y`
89.9%	3	`x`
76.5%	3	`z`

Compiler

Compiled 3 to 9 computations (-200% saved)

regimes80.0ms (1%)

Memory

-36.3MiB live, 24.0MiB allocated

Counts

19 → 3

Calls

Call 1

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

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

Calls

3 calls:

47.0ms	x
25.0ms	(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
6.0ms	y

Results

Accuracy	Segments	Branch
71.6%	3	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`
84.5%	3	`x`
71.0%	2	`y`

Compiler

Compiled 10 to 13 computations (-30% saved)

regimes24.0ms (0.3%)

Memory

32.2MiB live, 32.2MiB allocated

Counts

17 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
68.3%	1	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`
68.3%	1	`y`
68.3%	1	`z`
68.3%	1	`x`

Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes27.0ms (0.3%)

Memory

-16.8MiB live, 22.1MiB allocated

Counts

2 → 3

Calls

Call 1

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

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

Calls

4 calls:

22.0ms	(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
2.0ms	x
2.0ms	y
2.0ms	z

Results

Accuracy	Segments	Branch
41.2%	2	`x`
56.0%	2	`y`
59.2%	3	`z`
51.4%	2	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`

Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes6.0ms (0.1%)

Memory

17.9MiB live, 17.9MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
33.0%	1	`x`
33.0%	1	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`
33.0%	1	`y`
33.0%	1	`z`

Compiler

Compiled 11 to 16 computations (-45.5% saved)

bsearch54.0ms (0.7%)

Memory

2.4MiB live, 78.3MiB allocated

Algorithm

3×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
19.0ms	2.0127311298145124e+56	8.50943169191139e+61
15.0ms	-1.6002776767860022e-78	-8.716580168894909e-96
17.0ms	-2.004695167427128e+79	-2.7080450337475485e+77

Samples

34.0ms

416×

valid

Compiler

Compiled 685 to 584 computations (14.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 18.0ms

ival-sub: 8.0ms (45.5% of total)

ival-log: 6.0ms (34.1% of total)

ival-mult: 3.0ms (17.1% of total)

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

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

bsearch15.0ms (0.2%)

Memory

-16.3MiB live, 26.2MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
14.0ms	9.664339782441301e+73	6.643106609738419e+74

Samples

5.0ms

96×

valid

Compiler

Compiled 167 to 145 computations (13.2% saved)

Precisions

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

ival-sub: 1.0ms (36.7% of total)

ival-log: 1.0ms (36.7% of total)

ival-mult: 1.0ms (36.7% of total)

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

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

bsearch31.0ms (0.4%)

Memory

-10.4MiB live, 64.3MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
14.0ms	2.249868623873695e+163	2.6993999519261112e+166
15.0ms	-6.88219485655192e+116	-1.6796529284257645e+109

Samples

15.0ms

272×

valid

Compiler

Compiled 419 to 370 computations (11.7% saved)

Precisions

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

ival-log: 4.0ms (49.3% of total)

ival-sub: 2.0ms (24.6% of total)

ival-mult: 2.0ms (24.6% of total)

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

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

bsearch14.0ms (0.2%)

Memory

31.2MiB live, 31.2MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	2.0127311298145124e+56	8.50943169191139e+61
12.0ms	-2.7080450337475485e+77	-3.7264251318442e+73

Samples

7.0ms

128×

valid

Compiler

Compiled 385 to 353 computations (8.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 4.0ms

ival-log: 2.0ms (52.8% of total)

ival-sub: 1.0ms (26.4% of total)

ival-mult: 1.0ms (26.4% of total)

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

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

simplify31.0ms (0.4%)

Memory

-10.0MiB live, 67.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	45	212
1	57	212
2	65	212
3	67	212

Stop Event

1×

saturated

Calls

Call 1

Inputs
(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
(if (<=.f64 z #s(literal -679999999999999993434378394999952707618962679547028431438080397586052920901632 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 (.f64 (log.f64 y) x) z)) (if (<=.f64 z #s(literal -1668739871813211/1042962419883256876169444192465601618458351817556959360325703910069443225478828393565899456512 binary64)) (-.f64 #s(approx (- ( x (log y)) z) (neg.f64 z)) y) (if (<=.f64 z #s(literal 590000000000000037932675228806765481777134105348930921299968 binary64)) (-.f64 #s(approx (- (* x (log y)) z) (.f64 (log.f64 y) x)) y) #s(approx (- (- ( x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)))))
(if (<=.f64 y #s(literal 199999999999999990329637623605584395770392181606026710334413639527300071424 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 (.f64 (log.f64 y) x) z)) (-.f64 #s(approx (- ( x (log y)) z) (neg.f64 z)) y))
(if (<=.f64 x #s(literal -590000000000000000431052617253389686828229915712940784275486918881342185184123439286529383252374301234908997619810304 binary64)) #s(approx (- (- (* x (log y)) z) y) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 140000000000000010479014642477751914911606902170669300471988532762758771122191460287283732883605998550046694369159860626422218603069501976639181162445442118020235264 binary64)) (-.f64 #s(approx (- ( x (log y)) z) (neg.f64 z)) y) #s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
(if (<=.f64 z #s(literal -240000000000000008482290701564079719198996772191764583928833789717670526976 binary64)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) (if (<=.f64 z #s(literal 590000000000000037932675228806765481777134105348930921299968 binary64)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 y)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 z))))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))

Outputs
(-.f64 (-.f64 (*.f64 (log.f64 y) x) z) y)
(if (<=.f64 z #s(literal -679999999999999993434378394999952707618962679547028431438080397586052920901632 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 (.f64 (log.f64 y) x) z)) (if (<=.f64 z #s(literal -1668739871813211/1042962419883256876169444192465601618458351817556959360325703910069443225478828393565899456512 binary64)) (-.f64 #s(approx (- ( x (log y)) z) (neg.f64 z)) y) (if (<=.f64 z #s(literal 590000000000000037932675228806765481777134105348930921299968 binary64)) (-.f64 #s(approx (- (* x (log y)) z) (.f64 (log.f64 y) x)) y) #s(approx (- (- ( x (log y)) z) y) (-.f64 (*.f64 (log.f64 y) x) z)))))
(if (<=.f64 y #s(literal 199999999999999990329637623605584395770392181606026710334413639527300071424 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 (.f64 (log.f64 y) x) z)) (-.f64 #s(approx (- ( x (log y)) z) (neg.f64 z)) y))
(if (<=.f64 x #s(literal -590000000000000000431052617253389686828229915712940784275486918881342185184123439286529383252374301234908997619810304 binary64)) #s(approx (- (- (* x (log y)) z) y) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 140000000000000010479014642477751914911606902170669300471988532762758771122191460287283732883605998550046694369159860626422218603069501976639181162445442118020235264 binary64)) (-.f64 #s(approx (- ( x (log y)) z) (neg.f64 z)) y) #s(approx (- (- (* x (log y)) z) y) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (- (* x (log y)) z) (neg.f64 z)) y)
(if (<=.f64 z #s(literal -240000000000000008482290701564079719198996772191764583928833789717670526976 binary64)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 z)) (if (<=.f64 z #s(literal 590000000000000037932675228806765481777134105348930921299968 binary64)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 y)) #s(approx (- (- (* x (log y)) z) y) (neg.f64 z))))
#s(approx (- (- (* x (log y)) z) y) (neg.f64 y))

soundness473.0ms (5.8%)

Memory

22.4MiB live, 245.4MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	75	698
1	239	674
2	657	671
3	2044	653
4	5205	653
0	8056	650

Stop Event

1×	fuel
1×	iter limit
1×	node limit

Compiler

Compiled 256 to 98 computations (61.7% saved)

preprocess79.0ms (1%)

Memory: -38.1MiB live, 174.1MiB allocated
Compiler: Compiled 440 to 100 computations (77.3% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

Iter	Nodes	Cost
0	7	23
0	11	23
1	18	23
2	35	23
3	72	23
4	141	23
5	269	23
6	372	23
7	474	23
8	499	23
9	503	23
0	503	23

Iter	Nodes	Cost
0	7	23
0	11	23
1	18	23
2	35	23
3	72	23
4	141	23
5	269	23
6	372	23
7	474	23
8	499	23
9	503	23
0	503	23

start0.0ms (0%)

analyze1.0ms (0%)

sample1.2s (14.3%)

explain101.0ms (1.2%)

preprocess74.0ms (0.9%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify18.0ms (0.2%)

localize22.0ms (0.3%)

series102.0ms (1.3%)

simplify396.0ms (4.9%)

rewrite416.0ms (5.1%)

eval57.0ms (0.7%)

prune13.0ms (0.2%)

simplify130.0ms (1.6%)

localize74.0ms (0.9%)

series189.0ms (2.3%)

simplify177.0ms (2.2%)

rewrite531.0ms (6.5%)

eval323.0ms (4%)

prune195.0ms (2.4%)

simplify218.0ms (2.7%)

localize112.0ms (1.4%)

series158.0ms (1.9%)

simplify213.0ms (2.6%)

rewrite285.0ms (3.5%)

eval574.0ms (7.1%)

prune61.0ms (0.8%)

simplify185.0ms (2.3%)

localize114.0ms (1.4%)

series171.0ms (2.1%)

simplify265.0ms (3.3%)

rewrite351.0ms (4.3%)

eval278.0ms (3.4%)

prune171.0ms (2.1%)

regimes89.0ms (1.1%)

regimes29.0ms (0.4%)

regimes47.0ms (0.6%)

regimes80.0ms (1%)

regimes24.0ms (0.3%)

regimes27.0ms (0.3%)

regimes6.0ms (0.1%)

bsearch54.0ms (0.7%)

bsearch15.0ms (0.2%)

bsearch31.0ms (0.4%)

bsearch14.0ms (0.2%)

simplify31.0ms (0.4%)

soundness473.0ms (5.8%)

preprocess79.0ms (1%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	7	23
0	11	23
1	18	23
2	35	23
3	72	23
4	141	23
5	269	23
6	372	23
7	474	23
8	499	23
9	503	23
0	503	23