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

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze119.0ms (0.9%)

Memory

-21.6MiB live, 99.8MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
0%	0%	99.8%	0.2%	0%	0%	0%	1
0%	0%	99.8%	0.2%	0%	0%	0%	2
0%	0%	49.9%	0.2%	0%	49.9%	0%	3
0%	0%	49.9%	0.2%	0%	49.9%	0%	4
0%	0%	49.9%	0.2%	0%	49.9%	0%	5
0%	0%	49.9%	0.2%	0%	49.9%	0%	6
0%	0%	25%	0.2%	0%	74.9%	0%	7
0%	0%	25%	0.2%	0%	74.9%	0%	8
0%	0%	25%	0.2%	0%	74.9%	0%	9
0%	0%	25%	0.2%	0%	74.9%	0%	10
50%	12.5%	12.5%	0.2%	0%	74.9%	0%	11
50%	12.5%	12.5%	0.2%	0%	74.9%	0%	12

Compiler

Compiled 15 to 14 computations (6.7% saved)

sample2.7s (21.2%)

Memory

21.5MiB live, 2 916.7MiB allocated

Samples

1.3s	2 386×	1	valid
1.0s	5 870×	0	valid
0.0ms	2×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 2.0s

ival-log: 1.4s (71.6% of total)

ival-sub: 229.0ms (11.4% of total)

ival-mult: 210.0ms (10.4% of total)

adjust: 64.0ms (3.2% of total)

ival-add: 52.0ms (2.6% of total)

ival-true: 7.0ms (0.3% of total)

exact: 6.0ms (0.3% of total)

ival-assert: 3.0ms (0.1% of total)

Bogosity

explain323.0ms (2.5%)

Memory

25.3MiB live, 537.3MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
256	-	-	`(log.f64 (-.f64 #s(literal 1 binary64) y))`
0	-	-	`(*.f64 x (log.f64 y))`
0	-	-	`(-.f64 #s(literal 1 binary64) y)`
0	-	-	`(log.f64 y)`
0	-	-	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
0	-	-	`t`
0	-	-	`#s(literal 1 binary64)`
0	-	-	`z`
0	-	-	`(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))`
0	-	-	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
0	-	-	`y`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (-.f64 #s(literal 1 binary64) y))`	sensitivity	256	0

Confusion

	Predicted +	Predicted -
+	41	0
-	215	0

Precision

0.16015625

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	41	0	0
-	215	0	0

Precision?

0.16015625

Recall?

1.0

Freqs

test

number	freq
1	256

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

125.0ms	396×	1	valid
48.0ms	96×	2	valid
2.0ms	20×	0	valid

Compiler

Compiled 113 to 40 computations (64.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 141.0ms

ival-log: 87.0ms (61.9% of total)

adjust: 17.0ms (12.1% of total)

ival-mult: 16.0ms (11.4% of total)

ival-sub: 15.0ms (10.7% of total)

ival-add: 5.0ms (3.6% of total)

ival-true: 1.0ms (0.7% of total)

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

exact: 0.0ms (0% of total)

preprocess170.0ms (1.3%)

Memory

-38.6MiB live, 65.5MiB allocated

Algorithm

1×	egg-herbie

Rules

700×	`sub-neg`
520×	`unsub-neg`
508×	`lower-fma.f64`
508×	`lower-fma.f32`
494×	`associate-+l-`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	64	196
1	148	188
2	371	185
3	987	185
4	1995	185
5	3007	185
6	3660	185
7	3863	185
8	3906	185
9	3916	185
10	3922	185
11	4005	185
12	4061	185
13	4085	185
14	4085	185
0	12	13
0	19	13
1	30	13
2	43	13
3	66	13
4	102	13
5	171	13
6	313	13
7	518	13
8	688	13
9	744	13
10	770	13
0	770	11

Stop Event

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

Calls

Call 1

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

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

Compiler

Compiled 13 to 12 computations (7.7% saved)

eval0.0ms (0%)

Memory: 0.4MiB live, 0.4MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	86.3%	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Compiler

Compiled 13 to 12 computations (7.7% saved)

simplify51.0ms (0.4%)

Memory

-7.2MiB live, 31.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 x (log.f64 y))
cost-diff	0	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff	64	(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff	128	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Rules

508×	`lower-fma.f64`
508×	`lower-fma.f32`
216×	`lower-*.f32`
212×	`lower-*.f64`
160×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	48
0	19	48
1	30	48
2	43	48
3	66	48
4	102	48
5	171	48
6	313	48
7	518	48
8	688	48
9	744	48
10	770	48
0	770	42

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize111.0ms (0.9%)

Memory

37.1MiB live, 154.5MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.015625	(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.26953125	(*.f64 x (log.f64 y))
accuracy	59.04749057097301	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

74.0ms	198×	1	valid
25.0ms	48×	2	valid
1.0ms	10×	0	valid

Compiler

Compiled 50 to 14 computations (72% saved)

Precisions

Click to see histograms. Total time spent on operations: 83.0ms

ival-log: 44.0ms (52.8% of total)

adjust: 20.0ms (24% of total)

ival-sub: 9.0ms (10.8% of total)

ival-mult: 7.0ms (8.4% of total)

ival-add: 2.0ms (2.4% of total)

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

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

exact: 0.0ms (0% of total)

series198.0ms (1.5%)

Memory

-9.9MiB live, 301.0MiB allocated

Counts

5 → 144

Calls

Call 1

Inputs
#s(alt (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) (patch (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) #<representation binary64>) () ())
#s(alt (log.f64 (-.f64 #s(literal 1 binary64) y)) (patch (log.f64 (-.f64 #s(literal 1 binary64) y)) #<representation binary64>) () ())
#s(alt (-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) (patch (-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #<representation binary64>) () ())
#s(alt (.f64 x (log.f64 y)) (patch (.f64 x (log.f64 y)) #<representation binary64>) () ())
#s(alt (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))) (patch (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))) #<representation binary64>) () ())

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

Calls

12 calls:

Time	Variable		Point	Expression
69.0ms	z	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
35.0ms	x	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
16.0ms	y	@	-inf	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
14.0ms	x	@	-inf	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
12.0ms	z	@	-inf	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))

simplify192.0ms (1.5%)

Memory

17.0MiB live, 244.5MiB allocated

Algorithm

1×	egg-herbie

Rules

22 162×	`lower-fma.f64`
22 162×	`lower-fma.f32`
3 468×	`lower-+.f64`
3 468×	`lower-+.f32`
3 262×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	192	1688
1	585	1578
2	1784	1526
3	5194	1494
0	8309	1337

Stop Event

1×	iter limit
1×	node limit

Counts

144 → 144

Calls

Call 1

Inputs
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* x (log y))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* x (log y))
(+ (* -1 (* y z)) (* x (log y)))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
(+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))))
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(- (* x (log y)) t)
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* -1 (* y z))
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
(+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) t)
(* -1 (* x (log (/ 1 y))))
(* -1 (* x (log (/ 1 y))))
(* -1 (* x (log (/ 1 y))))
(* -1 (* x (log (/ 1 y))))
(* z (+ (log -1) (* -1 (log (/ 1 y)))))
(+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(- (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(* -1 (* z (log (/ -1 y))))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ z y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* 1/2 (/ z y))) y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)))
(* z (log (- 1 y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(* x (log y))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* x (log y))
(* x (log y))
(* x (log y))
(* x (log y))

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

rewrite234.0ms (1.8%)

Memory

-10.9MiB live, 262.1MiB allocated

Rules

7 024×	`lower-fma.f64`
7 024×	`lower-fma.f32`
4 486×	`lower-*.f32`
4 482×	`lower-*.f64`
2 892×	`lower-/.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	38
0	19	38
1	67	38
2	506	38
3	6739	38
0	8211	32

Stop Event

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

Counts

5 → 240

Calls

Call 1

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

Outputs
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)))) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))))
(.f64 (/.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64))) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 4 binary64)) (pow.f64 (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z)) #s(literal 2 binary64)))) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (*.f64 (log1p.f64 (neg.f64 y)) z))))
(.f64 (/.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z)) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 6 binary64)))) (fma.f64 (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z)) (-.f64 (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 4 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)))
(.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y)))))
(.f64 (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) #s(literal -1 binary64)) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))
(.f64 (pow.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) #s(literal -1 binary64)) (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64))))
(.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))))
(.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))))))
(.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) #s(literal -1 binary64)))
(.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)))))
(.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (pow.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) #s(literal -1 binary64))))
(.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64))) (pow.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) #s(literal -1 binary64)))
(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (/.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))
(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)) #s(literal -1 binary64))))
(.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)))
(pow.f64 (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) #s(literal -1 binary64))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 4 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 4 binary64))) (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) #s(literal -1 binary64))) (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 6 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 6 binary64))) (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) #s(literal -1 binary64))) (+.f64 (+.f64 (pow.f64 (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 4 binary64))) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 4 binary64))))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 6 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 6 binary64))) (pow.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) #s(literal -1 binary64))) (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64))))
(/.f64 (.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 9 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 9 binary64))) (pow.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) #s(literal -1 binary64))) (+.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 6 binary64)) (pow.f64 (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y))) #s(literal 3 binary64))) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 6 binary64))))
(/.f64 (-.f64 (.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (/.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))) (.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) (+.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (/.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (fma.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)))) (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (neg.f64 x) (log.f64 y)))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))))
(/.f64 (neg.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 6 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 6 binary64))) #s(literal 1 binary64)) (.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64))) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 6 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 6 binary64))) #s(literal 1 binary64)) (.f64 (+.f64 (+.f64 (pow.f64 (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 4 binary64))) (pow.f64 (.f64 (log.f64 y) x) #s(literal 4 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))
(/.f64 (.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 9 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 9 binary64))) #s(literal 1 binary64)) (.f64 (+.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 6 binary64)) (pow.f64 (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y))) #s(literal 3 binary64))) (pow.f64 (.f64 (log.f64 y) x) #s(literal 6 binary64))) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)))))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 4 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 4 binary64))) #s(literal 1 binary64)) (.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) #s(literal 1 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))
(/.f64 (.f64 (+.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 binary64))) #s(literal 1 binary64)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64))))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)) #s(literal 2 binary64)))
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(+.f64 (fma.f64 (log.f64 y) x (neg.f64 t)) (*.f64 (log1p.f64 (neg.f64 y)) z))
(+.f64 (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t))) (neg.f64 (/.f64 (.f64 t t) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)))))
(+.f64 (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 3 binary64)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)))) (neg.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))))))
(+.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) (*.f64 (log.f64 y) x))
(+.f64 (neg.f64 t) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))
(+.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) (neg.f64 t))
(+.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) (fma.f64 (log.f64 y) x (neg.f64 t)))
(+.f64 (*.f64 (log.f64 y) x) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(*.f64 (log.f64 y) x)
(*.f64 x (log.f64 y))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 z (log1p.f64 (neg.f64 y)))

eval53.0ms (0.4%)

Memory: 23.5MiB live, 93.6MiB allocated
Compiler: Compiled 11 810 to 1 193 computations (89.9% saved)

prune17.0ms (0.1%)

Memory

-16.2MiB live, 35.2MiB allocated

Pruning

12 alts after pruning (12 fresh and 0 done)

	Pruned	Kept	Total
New	372	12	384
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	373	12	385

Accuracy

100.0%

Counts

385 → 12

Alt Table

Click to see full alt table

Status	Accuracy	Program
	58.5%	(/.f64 (fma.f64 (neg.f64 t) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)))
▶	99.7%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
	73.1%	(-.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 (.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	94.4%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
▶	99.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t)
▶	59.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	85.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	99.3%	(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64))))
	99.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
▶	17.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	41.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
▶	44.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 428 to 294 computations (31.3% saved)

simplify339.0ms (2.6%)

Memory

34.0MiB live, 105.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))
cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x)))
cost-diff	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t)
cost-diff	128	(fma.f64 (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z))
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(*.f64 (log1p.f64 (neg.f64 y)) z)
cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z))
cost-diff	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
cost-diff	0	(neg.f64 y)
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(*.f64 (log1p.f64 (neg.f64 y)) z)
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
cost-diff	0	(neg.f64 t)
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
cost-diff	0	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))

Rules

6 984×	`lower-fma.f32`
6 974×	`lower-fma.f64`
2 088×	`lower-*.f32`
2 082×	`lower-*.f64`
1 070×	`unsub-neg`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	266
0	56	254
1	98	254
2	176	254
3	382	254
4	940	254
5	2114	254
6	3741	254
7	4787	254
8	5668	254
9	6034	254
10	6170	254
11	6219	254
12	6229	254
13	6229	254
14	6235	254
15	6235	254
16	6479	254
17	6588	254
18	6588	254
19	6588	254
20	6618	254
0	6618	246

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize263.0ms (2%)

Memory

-19.4MiB live, 227.3MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))
accuracy	0.01953125	(*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z)
accuracy	0.1288811294325774	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x)))
accuracy	0.26953125	(*.f64 (log.f64 y) x)
accuracy	0	(neg.f64 y)
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0.015625	(*.f64 (log1p.f64 (neg.f64 y)) z)
accuracy	42.68322344975504	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z))
accuracy	0	(neg.f64 y)
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0.015625	(*.f64 (log1p.f64 (neg.f64 y)) z)
accuracy	52.64841887927997	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
accuracy	0	(neg.f64 t)
accuracy	35.48758754139235	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
accuracy	0.0078125	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
accuracy	0.1015625	(fma.f64 (log.f64 y) x (neg.f64 t))
accuracy	0.20703125	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
accuracy	0.31819283732154746	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))

Samples

175.0ms	122×	1	valid
59.0ms	134×	0	valid

Compiler

Compiled 243 to 33 computations (86.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 209.0ms

const: 96.0ms (46% of total)

ival-log: 31.0ms (14.9% of total)

ival-mult: 30.0ms (14.4% of total)

ival-neg: 25.0ms (12% of total)

ival-add: 9.0ms (4.3% of total)

adjust: 7.0ms (3.4% of total)

ival-div: 5.0ms (2.4% of total)

ival-sub: 4.0ms (1.9% of total)

ival-log1p: 2.0ms (1% of total)

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

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

exact: 0.0ms (0% of total)

series149.0ms (1.1%)

Memory

-6.9MiB live, 221.0MiB allocated

Counts

18 → 612

Calls

Call 1

Inputs
#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))) (patch (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))) #<representation binary64>) () ())
#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #<representation binary64>) () ())
#s(alt (log1p.f64 (neg.f64 y)) (patch (log1p.f64 (neg.f64 y)) #<representation binary64>) () ())
#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())
#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())
#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())
#s(alt (.f64 (log1p.f64 (neg.f64 y)) z) (patch (.f64 (log1p.f64 (neg.f64 y)) z) #<representation binary64>) () ())
#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (patch (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t) #<representation binary64>) () ())
#s(alt #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())
#s(alt (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) (patch (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) #<representation binary64>) () ())
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#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())
#s(alt (.f64 (log.f64 y) x) (patch (.f64 (log.f64 y) x) #<representation binary64>) () ())
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Outputs
#s(alt (+ (* x (log y)) (* z (log (- 1 y)))) (taylor 0 t) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))) #<representation binary64>) () ())) ())
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#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (+ (* x (log y)) (* z (log (- 1 y)))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
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#s(alt (* -1 t) (taylor 0 t) (#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())) ())
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#s(alt (* -1 t) (taylor 0 t) (#s(alt (neg.f64 t) (patch (neg.f64 t) #<representation binary64>) () ())) ())
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#s(alt (+ (* x (log y)) (* z (log (- 1 y)))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (+ (* x (log y)) (* z (log (- 1 y)))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (patch (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (patch (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (patch (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (patch (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t) #<representation binary64>) () ())) ())
#s(alt (+ (* x (log y)) (* z (log (- 1 y)))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor 0 t) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* x (log y))) (taylor 0 t) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* x (log y))) (taylor 0 t) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* x (log y))) (taylor 0 t) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 t) (taylor inf t) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))) #<representation binary64>) () ())) ())
#s(alt (* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1)) (taylor inf t) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))) #<representation binary64>) () ())) ())
#s(alt (* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1)) (taylor inf t) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))) #<representation binary64>) () ())) ())
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#s(alt (/ -1 t) (taylor inf t) (#s(alt (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))) (patch (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))) #<representation binary64>) () ())) ())
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#s(alt (* -1 t) (taylor inf t) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #<representation binary64>) () ())) ())
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#s(alt (* x (log y)) (taylor -inf x) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (patch (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (patch (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (patch (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (patch (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) (patch #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) (patch (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) (patch #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) (patch #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) (patch #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) (patch #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x)) (patch (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)) x))))) (taylor -inf x) (#s(alt (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x)) (patch (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)) x))))) (taylor -inf x) (#s(alt (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x)) (patch (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)) x))))) (taylor -inf x) (#s(alt (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x)) (patch (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ t x)))) (taylor -inf x) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ t x)))) (taylor -inf x) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ t x)))) (taylor -inf x) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (.f64 (log.f64 y) x) (patch (.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (.f64 (log.f64 y) x) (patch (.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (.f64 (log.f64 y) x) (patch (.f64 (log.f64 y) x) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (.f64 (log.f64 y) x) (patch (.f64 (log.f64 y) x) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
19.0ms	z	@	0	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (neg y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) y) (* (log y) x)) (+ (* (log y) x) (neg t)) (* (log y) x) (* (+ (* -1/3 y) -1/2) z))
16.0ms	x	@	0	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (neg y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) y) (* (log y) x)) (+ (* (log y) x) (neg t)) (* (log y) x) (* (+ (* -1/3 y) -1/2) z))
14.0ms	z	@	-inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (neg y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) y) (* (log y) x)) (+ (* (log y) x) (neg t)) (* (log y) x) (* (+ (* -1/3 y) -1/2) z))
13.0ms	y	@	inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (neg y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) y) (* (log y) x)) (+ (* (log y) x) (neg t)) (* (log y) x) (* (+ (* -1/3 y) -1/2) z))
13.0ms	x	@	-inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (neg y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) y) (* (log y) x)) (+ (* (log y) x) (neg t)) (* (log y) x) (* (+ (* -1/3 y) -1/2) z))

simplify196.0ms (1.5%)

Memory

18.0MiB live, 340.8MiB allocated

Algorithm

1×	egg-herbie

Rules

6 802×	`lower-fma.f64`
6 802×	`lower-fma.f32`
4 926×	`lower-*.f64`
4 926×	`lower-*.f32`
3 266×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	595	10051
1	1941	9507
2	6801	9473
0	8022	8657

Stop Event

1×	iter limit
1×	node limit

Counts

612 → 612

Calls

Call 1

Inputs
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(/ 1 (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))
(+ (* t (+ (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(+ (* t (+ (* t (+ (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 4)))) (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* -1 t)
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(* -1 t)
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(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
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(* x (log y))
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(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
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(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(/ -1 t)
(/ (- (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)) 1) t)
(/ (- (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2))) (+ 1 (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)))) t)
(/ (- (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ 1 (+ (/ (* x (log y)) t) (+ (/ (* z (log (- 1 y))) t) (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2)))))) t)
(* -1 t)
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(* -1 t)
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(* -1 t)
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(* -1 t)
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(* -1 t)
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(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(/ -1 t)
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(* -1 (/ (+ 1 (* -1 (/ (- (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) t)) (+ (* x (log y)) (* z (log (- 1 y))))) t))) t))
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(* -1 t)
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(* -1 t)
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(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(/ 1 (- (* x (log y)) t))
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(- (* x (log y)) t)
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(/ (- (+ (* -1 (/ (* (- (* x (log y)) t) (- (/ t (pow (log (- 1 y)) 2)) (/ (* x (log y)) (pow (log (- 1 y)) 2)))) (* (pow z 2) (log (- 1 y))))) (+ (/ 1 (log (- 1 y))) (/ t (* z (pow (log (- 1 y)) 2))))) (/ (* x (log y)) (* z (pow (log (- 1 y)) 2)))) z)
(/ (- (+ (/ 1 (log (- 1 y))) (+ (/ t (* z (pow (log (- 1 y)) 2))) (/ (* (pow (- (* x (log y)) t) 2) (- (/ t (pow (log (- 1 y)) 2)) (/ (* x (log y)) (pow (log (- 1 y)) 2)))) (* (pow z 3) (pow (log (- 1 y)) 2))))) (+ (/ (* x (log y)) (* z (pow (log (- 1 y)) 2))) (/ (* (- (* x (log y)) t) (- (/ t (pow (log (- 1 y)) 2)) (/ (* x (log y)) (pow (log (- 1 y)) 2)))) (* (pow z 2) (log (- 1 y)))))) z)
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(/ 1 (* x (log y)))
(* -1 (/ (- (* -1 (/ (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y))) x))
(* -1 (/ (- (* -1 (/ (- (+ (* -1 (/ (* (- (* z (log (- 1 y))) t) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (* x (log y)))) (/ t (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y))) x))
(* -1 (/ (- (* -1 (/ (- (+ (* -1 (/ (- (* -1 (/ (* (pow (- (* z (log (- 1 y))) t) 2) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (* x (pow (log y) 2)))) (* -1 (/ (* (- (* z (log (- 1 y))) t) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (log y)))) x)) (/ t (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y))) x))
(* x (log y))
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
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(* x (log y))
(* x (log y))

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

rewrite218.0ms (1.7%)

Memory

-4.3MiB live, 312.2MiB allocated

Rules

6 236×	`lower-fma.f32`
6 226×	`lower-fma.f64`
3 922×	`lower-*.f32`
3 916×	`lower-*.f64`
3 356×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	35	222
0	56	210
1	248	210
2	1841	210
0	8302	192

Stop Event

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

Counts

18 → 687

Calls

Call 1

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

Outputs
(*.f64 (/.f64 (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) #s(literal 1 binary64)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t))))
(.f64 (/.f64 (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64))) #s(literal 1 binary64)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y))) #s(literal 2 binary64)))))
(.f64 (/.f64 (fma.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (-.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (.f64 z (log1p.f64 y))) (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64))) #s(literal 1 binary64)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (-.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (.f64 z (log1p.f64 y))) (pow.f64 (*.f64 z (log1p.f64 y)) #s(literal 2 binary64)))))
(.f64 (pow.f64 (pow.f64 (-.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)) (*.f64 t t)) #s(literal -1 binary64)) #s(literal -1 binary64)) (pow.f64 (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) #s(literal -1 binary64)))
(.f64 (pow.f64 (pow.f64 (-.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64))) #s(literal -1 binary64)) #s(literal -1 binary64)) (pow.f64 (-.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1 binary64)))
(.f64 (pow.f64 (pow.f64 (-.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) #s(literal -1 binary64)) #s(literal -1 binary64)) (pow.f64 (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y))) #s(literal 2 binary64))) #s(literal -1 binary64)))
(.f64 (pow.f64 (pow.f64 (+.f64 (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 3 binary64)) (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 3 binary64))) #s(literal -1 binary64)) #s(literal -1 binary64)) (pow.f64 (fma.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (-.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (.f64 z (log1p.f64 y))) (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64))) #s(literal -1 binary64)))
(*.f64 (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal -1 binary64)) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal -1 binary64)))
(*.f64 (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 1 binary64)) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 1 binary64)))
(.f64 (pow.f64 (-.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)) (*.f64 t t)) #s(literal 1 binary64)) (pow.f64 (pow.f64 (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) #s(literal -1 binary64)) #s(literal 1 binary64)))
(.f64 (pow.f64 (-.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64))) #s(literal 1 binary64)) (pow.f64 (pow.f64 (-.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1 binary64)) #s(literal 1 binary64)))
(.f64 (pow.f64 (-.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) #s(literal 1 binary64)) (pow.f64 (pow.f64 (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y))) #s(literal 2 binary64))) #s(literal -1 binary64)) #s(literal 1 binary64)))
(.f64 (pow.f64 (+.f64 (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 3 binary64)) (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 3 binary64))) #s(literal 1 binary64)) (pow.f64 (pow.f64 (fma.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (-.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (.f64 z (log1p.f64 y))) (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64))) #s(literal -1 binary64)) #s(literal 1 binary64)))
(*.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)))
(.f64 (-.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)) (*.f64 t t)) (pow.f64 (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) #s(literal -1 binary64)))
(.f64 (-.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64))) (pow.f64 (-.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1 binary64)))
(.f64 (-.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (pow.f64 (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y))) #s(literal 2 binary64))) #s(literal -1 binary64)))
(.f64 (+.f64 (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 3 binary64)) (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 3 binary64))) (pow.f64 (fma.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (-.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (.f64 z (log1p.f64 y))) (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64))) #s(literal -1 binary64)))
(*.f64 #s(literal -1 binary64) (pow.f64 (neg.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t)))) #s(literal 1 binary64)))
(*.f64 #s(literal -1 binary64) (neg.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t)))))
(.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (/.f64 (-.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) (-.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))))
(*.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))))
(pow.f64 (*.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1 binary64)) (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1 binary64))) #s(literal -1/2 binary64))
(pow.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
(pow.f64 (/.f64 (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (-.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)) (.f64 t t))) #s(literal -1 binary64))
(pow.f64 (/.f64 (-.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) (-.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (-.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (.f64 z (log1p.f64 y))) (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64))) (+.f64 (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 3 binary64)) (pow.f64 (*.f64 z (log1p.f64 y)) #s(literal 3 binary64)))) #s(literal -1 binary64))
(pow.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1 binary64)) #s(literal -1 binary64))
(pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1 binary64))
(/.f64 (-.f64 (pow.f64 (+.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 0 binary64)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (fma.f64 (+.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 0 binary64)) (+.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 0 binary64)) (fma.f64 t t (.f64 (+.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y))) #s(literal 0 binary64)) t))))
(/.f64 (-.f64 (pow.f64 (/.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 1 binary64)) #s(literal 3 binary64)) (pow.f64 (/.f64 t #s(literal 1 binary64)) #s(literal 3 binary64))) (fma.f64 (/.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 1 binary64)) (/.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 1 binary64)) (fma.f64 (/.f64 t #s(literal 1 binary64)) (/.f64 t #s(literal 1 binary64)) (.f64 (/.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y))) #s(literal 1 binary64)) (/.f64 t #s(literal 1 binary64))))))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t))) #s(literal 3 binary64)) (pow.f64 (/.f64 (.f64 t t) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t))) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t))) (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t))) (fma.f64 (/.f64 (.f64 t t) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t))) (/.f64 (.f64 t t) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t))) (.f64 (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t))) (/.f64 (*.f64 t t) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)))))))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64)) (-.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64)) (-.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64)) (-.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))) (/.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64)) (-.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))) (fma.f64 (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64)) (-.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))) (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64)) (-.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))) (.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64)) (-.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))) (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64)) (-.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))))))))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 3 binary64)) (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)))) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 3 binary64)) (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)))) (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 3 binary64)) (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)))) (fma.f64 (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)))) (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)))) (.f64 (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 3 binary64)) (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 2 binary64)))) (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 y) t)) (pow.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y))) #s(literal 2 binary64))))))))
(/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (pow.f64 (-.f64 t (.f64 z (log1p.f64 y))) #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 (-.f64 t (.f64 z (log1p.f64 y))) (-.f64 t (.f64 z (log1p.f64 y))) (.f64 (.f64 x (log.f64 y)) (-.f64 t (.f64 z (log1p.f64 y)))))))
(/.f64 (+.f64 (pow.f64 (.f64 (.f64 x (log.f64 y)) #s(literal 1 binary64)) #s(literal 3 binary64)) (pow.f64 (.f64 (fma.f64 z (log1p.f64 y) (neg.f64 t)) #s(literal 1 binary64)) #s(literal 3 binary64))) (fma.f64 (.f64 (.f64 x (log.f64 y)) #s(literal 1 binary64)) (.f64 (.f64 x (log.f64 y)) #s(literal 1 binary64)) (-.f64 (.f64 (.f64 (fma.f64 z (log1p.f64 y) (neg.f64 t)) #s(literal 1 binary64)) (.f64 (fma.f64 z (log1p.f64 y) (neg.f64 t)) #s(literal 1 binary64))) (.f64 (.f64 (.f64 x (log.f64 y)) #s(literal 1 binary64)) (.f64 (fma.f64 z (log1p.f64 y) (neg.f64 t)) #s(literal 1 binary64))))))
(/.f64 (+.f64 (pow.f64 (.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 1 binary64)) #s(literal 3 binary64)) (pow.f64 (.f64 (neg.f64 t) #s(literal 1 binary64)) #s(literal 3 binary64))) (fma.f64 (.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 1 binary64)) (.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 1 binary64)) (-.f64 (.f64 (.f64 (neg.f64 t) #s(literal 1 binary64)) (.f64 (neg.f64 t) #s(literal 1 binary64))) (.f64 (.f64 (fma.f64 x (log.f64 y) (.f64 z (log1p.f64 y))) #s(literal 1 binary64)) (.f64 (neg.f64 t) #s(literal 1 binary64))))))
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(/.f64 (neg.f64 (.f64 z (fma.f64 #s(literal -1/27 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1/8 binary64)))) (neg.f64 (fma.f64 #s(literal 1/9 binary64) (.f64 y y) (-.f64 #s(literal 1/4 binary64) (*.f64 y #s(literal 1/6 binary64))))))
(/.f64 (.f64 (fma.f64 #s(literal 1/9 binary64) (.f64 y y) #s(literal -1/4 binary64)) z) (fma.f64 #s(literal -1/3 binary64) y #s(literal 1/2 binary64)))
(/.f64 (.f64 (fma.f64 #s(literal -1/27 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1/8 binary64)) z) (fma.f64 #s(literal 1/9 binary64) (.f64 y y) (-.f64 #s(literal 1/4 binary64) (*.f64 y #s(literal 1/6 binary64)))))
(/.f64 (.f64 z (fma.f64 #s(literal 1/9 binary64) (.f64 y y) #s(literal -1/4 binary64))) (fma.f64 #s(literal -1/3 binary64) y #s(literal 1/2 binary64)))
(/.f64 (.f64 z (fma.f64 #s(literal -1/27 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1/8 binary64))) (fma.f64 #s(literal 1/9 binary64) (.f64 y y) (-.f64 #s(literal 1/4 binary64) (*.f64 y #s(literal 1/6 binary64)))))
(fma.f64 (.f64 #s(literal -1/3 binary64) y) z (.f64 #s(literal -1/2 binary64) z))
(fma.f64 #s(literal -1/2 binary64) z (.f64 (.f64 #s(literal -1/3 binary64) y) z))
(fma.f64 z (.f64 #s(literal -1/3 binary64) y) (.f64 z #s(literal -1/2 binary64)))
(fma.f64 z #s(literal -1/2 binary64) (.f64 z (.f64 #s(literal -1/3 binary64) y)))
(+.f64 (.f64 (.f64 #s(literal -1/3 binary64) y) z) (*.f64 #s(literal -1/2 binary64) z))
(+.f64 (.f64 #s(literal -1/2 binary64) z) (.f64 (*.f64 #s(literal -1/3 binary64) y) z))
(+.f64 (.f64 z (.f64 #s(literal -1/3 binary64) y)) (*.f64 z #s(literal -1/2 binary64)))
(+.f64 (.f64 z #s(literal -1/2 binary64)) (.f64 z (*.f64 #s(literal -1/3 binary64) y)))

eval549.0ms (4.2%)

Memory: -17.7MiB live, 355.2MiB allocated
Compiler: Compiled 41 598 to 3 538 computations (91.5% saved)

prune269.0ms (2.1%)

Memory

-9.8MiB live, 115.1MiB allocated

Pruning

24 alts after pruning (22 fresh and 2 done)

	Pruned	Kept	Total
New	1 454	19	1 473
Fresh	4	3	7
Picked	3	2	5
Done	0	0	0
Total	1 461	24	1 485

Accuracy

100.0%

Counts

1 485 → 24

Alt Table

Click to see full alt table

Status	Accuracy	Program
	38.7%	(pow.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
	38.7%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
	41.7%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
	41.6%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) x)))
	44.5%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	94.4%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	49.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (+.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y) #s(literal 3 binary64))) (pow.f64 (fma.f64 (.f64 x (log.f64 y)) (-.f64 (.f64 x (log.f64 y)) (.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y)) (pow.f64 (.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y) #s(literal 2 binary64))) #s(literal -1 binary64)))) t)
▶	85.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	58.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) t)
	87.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) y) (* (log y) x)) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y (/.f64 (.f64 (log.f64 y) x) z)) z))) t)
	87.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) y) (* (log y) x)) (.f64 (neg.f64 z) (fma.f64 (neg.f64 x) (/.f64 (log.f64 y) z) (.f64 (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)) y))))) t)
	77.1%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (fma.f64 (/.f64 (log.f64 y) t) x (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t) #s(literal -1 binary64))) t))
▶	83.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t))))
	41.8%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
▶	27.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
▶	99.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
✓	17.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
▶	16.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
✓	44.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y)))
	17.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))

Compiler

Compiled 715 to 590 computations (17.5% saved)

simplify142.0ms (1.1%)

Memory

24.8MiB live, 104.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))
cost-diff	0	(neg.f64 t)
cost-diff	0	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t))))
cost-diff	1152	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)))
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
cost-diff	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
cost-diff	64	(-.f64 #s(literal 0 binary64) (*.f64 t t))
cost-diff	192	(+.f64 #s(literal 0 binary64) t)
cost-diff	1024	(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
cost-diff	0	(neg.f64 y)
cost-diff	0	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
cost-diff	0	(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))

Rules

4 098×	`lower-fma.f32`
4 094×	`lower-fma.f64`
2 380×	`lower-*.f32`
2 372×	`lower-*.f64`
1 362×	`lower--.f32`

Iterations

Useful iterations: 3 (0.0ms)

Iter	Nodes	Cost
0	46	275
0	67	254
1	124	254
2	259	242
3	543	232
4	1346	232
5	3666	232
6	5395	232
7	7728	232
0	8024	232

Stop Event

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

Calls

Call 1

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

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

localize202.0ms (1.6%)

Memory

8.9MiB live, 121.7MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.01171875	(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
accuracy	0.26953125	(*.f64 (log.f64 y) x)
accuracy	0.36433900739127933	(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)
accuracy	10.8849642049215	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)))
accuracy	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
accuracy	0	(log.f64 y)
accuracy	0.26953125	(*.f64 (log.f64 y) x)
accuracy	19.922423495194238	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
accuracy	0	(+.f64 #s(literal 0 binary64) t)
accuracy	0	(*.f64 t t)
accuracy	27.40911423856425	(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
accuracy	35.48758754139235	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
accuracy	0	(neg.f64 y)
accuracy	0.015625	(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
accuracy	0.9503772916726897	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
accuracy	52.64841887927997	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
accuracy	0	(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
accuracy	0	(log.f64 y)
accuracy	0.26953125	(*.f64 (log.f64 y) x)
accuracy	0.5562891289235546	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))

Samples

83.0ms	134×	0	valid
77.0ms	122×	1	valid

Compiler

Compiled 237 to 35 computations (85.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 135.0ms

ival-mult: 54.0ms (40% of total)

ival-log: 28.0ms (20.7% of total)

ival-sub: 21.0ms (15.5% of total)

ival-div: 10.0ms (7.4% of total)

adjust: 9.0ms (6.7% of total)

ival-add: 9.0ms (6.7% of total)

ival-log1p: 2.0ms (1.5% of total)

ival-neg: 2.0ms (1.5% of total)

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

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

exact: 0.0ms (0% of total)

series356.0ms (2.8%)

Memory

-22.1MiB live, 265.8MiB allocated

Counts

21 → 648

Calls

Call 1

Inputs
#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (.f64 (log.f64 y) x) (fma.f64 z y t))) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))) #<representation binary64>) () ())
#s(alt (-.f64 (.f64 (log.f64 y) x) (fma.f64 z y t)) (patch (-.f64 (.f64 (log.f64 y) x) (fma.f64 z y t)) #<representation binary64>) () ())
#s(alt (.f64 (log.f64 y) x) (patch (.f64 (log.f64 y) x) #<representation binary64>) () ())
#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())
#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #<representation binary64>) () ())
#s(alt (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z) (patch (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z) #<representation binary64>) () ())
#s(alt #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (patch #s(approx (log (+ 1 (neg y))) (neg.f64 y)) #<representation binary64>) () ())
#s(alt (neg.f64 y) (patch (neg.f64 y) #<representation binary64>) () ())
#s(alt (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) (+.f64 #s(literal 0 binary64) t)) (patch (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) (+.f64 #s(literal 0 binary64) t)) #<representation binary64>) () ())
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#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) (+.f64 #s(literal 0 binary64) t))) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))) #<representation binary64>) () ())
#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (patch (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) #<representation binary64>) () ())
#s(alt #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) (patch #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())
#s(alt (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t))) (patch (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t))) #<representation binary64>) () ())
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#s(alt (.f64 t t) (patch (.f64 t t) #<representation binary64>) () ())
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Outputs
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#s(alt (- (* x (log y)) (* y z)) (taylor 0 t) (#s(alt (-.f64 (.f64 (log.f64 y) x) (fma.f64 z y t)) (patch (-.f64 (.f64 (log.f64 y) x) (fma.f64 z y t)) #<representation binary64>) () ())) ())
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#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) (+.f64 #s(literal 0 binary64) t))) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) (+.f64 #s(literal 0 binary64) t))) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))) #<representation binary64>) () ())) ())
#s(alt (+ (* x (log y)) (* z (log (- 1 y)))) (taylor 0 t) (#s(alt (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (patch (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) #<representation binary64>) () ())) ())
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#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t))) (patch (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t))) (patch (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t))) #<representation binary64>) () ())) ())
#s(alt (+ (* x (log y)) (* z (log (- 1 y)))) (taylor 0 t) (#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)))) (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)))) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)))) (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)))) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (* x (log y)) t)) (taylor -inf x) (#s(alt (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)) (patch (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (* -1 (/ (- 1 (/ (* z (log (- 1 y))) t)) x)) (* -1 (/ (log y) t))))) (taylor -inf x) (#s(alt (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)) (patch (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (* -1 (/ (- 1 (/ (* z (log (- 1 y))) t)) x)) (* -1 (/ (log y) t))))) (taylor -inf x) (#s(alt (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)) (patch (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (- (* -1 (/ (- 1 (/ (* z (log (- 1 y))) t)) x)) (* -1 (/ (log y) t))))) (taylor -inf x) (#s(alt (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)) (patch (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)) #<representation binary64>) () ())) ())
#s(alt (/ (* x (log y)) t) (taylor -inf x) (#s(alt (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t) (patch (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (* z (log (- 1 y))) (* t x)))))) (taylor -inf x) (#s(alt (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t) (patch (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (* z (log (- 1 y))) (* t x)))))) (taylor -inf x) (#s(alt (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t) (patch (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (* z (log (- 1 y))) (* t x)))))) (taylor -inf x) (#s(alt (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t) (patch (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x))))) (taylor -inf x) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x))))) (taylor -inf x) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x))))) (taylor -inf x) (#s(alt (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (patch (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
65.0ms	t	@	0	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (* t t) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))
52.0ms	t	@	-inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (* t t) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))
42.0ms	t	@	inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (* t t) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))
37.0ms	z	@	-inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (* t t) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))
25.0ms	y	@	inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (* t t) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)))

simplify458.0ms (3.5%)

Memory

11.3MiB live, 166.1MiB allocated

Algorithm

1×	egg-herbie

Rules

11 762×	`lower-fma.f64`
11 762×	`lower-fma.f32`
4 466×	`lower-*.f64`
4 466×	`lower-*.f32`
3 936×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	415	8649
1	1360	8145
2	4242	7882
0	8220	7126

Stop Event

1×	iter limit
1×	node limit

Counts

648 → 636

Calls

Call 1

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

rewrite286.0ms (2.2%)

Memory

19.2MiB live, 211.1MiB allocated

Rules

5 530×	`lower-fma.f32`
5 526×	`lower-fma.f64`
3 548×	`lower-/.f32`
3 544×	`lower-/.f64`
3 068×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	46	238
0	67	223
1	303	207
2	2623	199
0	9497	181

Stop Event

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

Counts

21 → 607

Calls

Call 1

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

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

eval348.0ms (2.7%)

Memory: -3.8MiB live, 238.3MiB allocated
Compiler: Compiled 23 617 to 2 779 computations (88.2% saved)

prune120.0ms (0.9%)

Memory

-25.9MiB live, 169.2MiB allocated

Pruning

25 alts after pruning (21 fresh and 4 done)

	Pruned	Kept	Total
New	1 341	10	1 351
Fresh	6	11	17
Picked	3	2	5
Done	0	2	2
Total	1 350	25	1 375

Accuracy

100.0%

Counts

1 375 → 25

Alt Table

Click to see full alt table

Status	Accuracy	Program
	38.7%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
	41.6%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) x)))
	44.5%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
▶	94.4%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
✓	85.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	87.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (+ (* (* (+ (* -1/3 y) -1/2) z) y) (neg z)) y) (* (log y) x)) (.f64 (neg.f64 z) (fma.f64 (neg.f64 x) (/.f64 (log.f64 y) z) (.f64 (-.f64 #s(literal 1 binary64) (*.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y)) y))))) t)
	70.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 y) z (.f64 (log.f64 y) x)))))))
▶	41.8%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
	70.9%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (*.f64 (fma.f64 (fma.f64 (/.f64 (log.f64 y) t) x #s(literal -1 binary64)) (/.f64 t z) (log1p.f64 (neg.f64 y))) z)))
	70.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (*.f64 (fma.f64 (/.f64 (log.f64 y) t) x #s(literal -1 binary64)) t)))
▶	2.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t)
	27.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) t))
	2.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (*.f64 t t) t))
✓	17.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
✓	16.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
✓	44.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	55.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))))
▶	64.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y)))
	82.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (.f64 (-.f64 (/.f64 (-.f64 (.f64 (log.f64 y) x) t) z) y) z)))
	58.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
▶	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y)))
	17.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))

Compiler

Compiled 584 to 538 computations (7.9% saved)

simplify148.0ms (1.1%)

Memory

5.8MiB live, 160.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 16 expressions of interest:

New	Metric	Score
cost-diff	0	(-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z)
cost-diff	0	#s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y)))
cost-diff	1536	(*.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y)
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
cost-diff	0	(*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)
cost-diff	0	(.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y)
cost-diff	0	#s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y)))
cost-diff	0	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t)
cost-diff	0	(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
cost-diff	0	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
cost-diff	128	(neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))
cost-diff	14016	(fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))))

Rules

5 210×	`lower-fma.f32`
5 200×	`lower-fma.f64`
2 822×	`lower-*.f32`
2 810×	`lower-*.f64`
2 168×	`lower--.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	427
0	93	415
1	169	415
2	346	412
3	906	412
4	2298	400
5	5380	384
6	7183	384
0	8035	375

Stop Event

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

Calls

Call 1

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

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

localize674.0ms (5.2%)

Memory

-7.9MiB live, 442.1MiB allocated

Localize:

Found 16 expressions of interest:

New	Metric	Score
accuracy	0.2890625	(/.f64 (log.f64 y) y)
accuracy	0.5562891289235546	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y)))
accuracy	1.2930553832558767	(fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y))
accuracy	21.972891315815275	(*.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y)
accuracy	0	(log.f64 y)
accuracy	0.26953125	(*.f64 (log.f64 y) x)
accuracy	37.186581770803706	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
accuracy	0.0078125	(.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y)
accuracy	0.0234375	(*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)
accuracy	0.1288811294325774	#s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))
accuracy	52.64841887927997	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y)))
accuracy	62.560285203407034	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t)
accuracy	0.2734375	(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
accuracy	0.5233852178895654	(/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x)))
accuracy	0.5661125488422102	(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy	7.596235023435107	(/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))

Samples

81.0ms	83×	1	valid
70.0ms	173×	0	valid

Compiler

Compiled 407 to 54 computations (86.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 116.0ms

ival-mult: 28.0ms (24.1% of total)

ival-log: 24.0ms (20.6% of total)

ival-div: 12.0ms (10.3% of total)

ival-add: 12.0ms (10.3% of total)

adjust: 10.0ms (8.6% of total)

ival-pow2: 9.0ms (7.7% of total)

ival-sub: 7.0ms (6% of total)

const: 5.0ms (4.3% of total)

ival-neg: 4.0ms (3.4% of total)

ival-log1p: 3.0ms (2.6% of total)

exact: 1.0ms (0.9% of total)

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

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

series282.0ms (2.2%)

Memory

0.2MiB live, 445.5MiB allocated

Counts

21 → 720

Calls

Call 1

Inputs
#s(alt (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) (patch (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) #<representation binary64>) () ())
#s(alt (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))) (patch (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))) #<representation binary64>) () ())
#s(alt (-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t) (patch (-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t) #<representation binary64>) () ())
#s(alt (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (patch (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) #<representation binary64>) () ())
#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t) (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t) #<representation binary64>) () ())
#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))) #<representation binary64>) () ())
#s(alt #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y)) (patch #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y)) #<representation binary64>) () ())
#s(alt (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y) (patch (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y) #<representation binary64>) () ())
#s(alt (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) (patch (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) #<representation binary64>) () ())
#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (log.f64 y) x)) (patch #s(approx (/ 1 (/ 1 (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())
#s(alt (.f64 (log.f64 y) x) (patch (.f64 (log.f64 y) x) #<representation binary64>) () ())
#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())
#s(alt (.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y) (patch (.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y) #<representation binary64>) () ())
#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y))) (patch #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y))) #<representation binary64>) () ())
#s(alt #s(approx (- (* (log y) x) (+ (* z y) t)) (.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y)) (patch #s(approx (- ( (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y)) #<representation binary64>) () ())
#s(alt (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) (patch (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) #<representation binary64>) () ())
#s(alt (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (patch (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) #<representation binary64>) () ())
#s(alt (pow.f64 (log.f64 y) #s(literal 2 binary64)) (patch (pow.f64 (log.f64 y) #s(literal 2 binary64)) #<representation binary64>) () ())
#s(alt (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (patch (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) #<representation binary64>) () ())
#s(alt (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) (patch (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) #<representation binary64>) () ())
#s(alt (/.f64 (log.f64 y) y) (patch (/.f64 (log.f64 y) y) #<representation binary64>) () ())

Outputs
#s(alt (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (taylor 0 t) (#s(alt (-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t) (patch (-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (taylor 0 t) (#s(alt (-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t) (patch (-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (taylor 0 t) (#s(alt (-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t) (patch (-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t) #<representation binary64>) () ())) ())
#s(alt (- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (taylor 0 t) (#s(alt (-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t) (patch (-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* x (log y)) (* z (log (- 1 y)))) (taylor 0 t) (#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t) (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t) (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t) (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t) (patch #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t) #<representation binary64>) () ())) ())
#s(alt (+ (* x (log y)) (* z (log (- 1 y)))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y))) #<representation binary64>) () ())) ())
#s(alt (+ (* x (log y)) (* z (log (- 1 y)))) (taylor 0 t) (#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (log.f64 y) x)) (patch #s(approx (/ 1 (/ 1 (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (log.f64 y) x)) (patch #s(approx (/ 1 (/ 1 (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (log.f64 y) x)) (patch #s(approx (/ 1 (/ 1 (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y))))) (taylor 0 t) (#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (log.f64 y) x)) (patch #s(approx (/ 1 (/ 1 (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* y (- (/ (* x (log y)) y) z)) (taylor 0 t) (#s(alt (.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y) (patch (.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y) #<representation binary64>) () ())) ())
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#s(alt (+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 4))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3)))) x)) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y))) (taylor -inf x) (#s(alt (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (patch (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (/ (* x (log y)) y) (taylor -inf x) (#s(alt (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) (patch (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (/ (log y) y)) (/ t (* x y))))) (taylor -inf x) (#s(alt (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) (patch (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (/ (log y) y)) (/ t (* x y))))) (taylor -inf x) (#s(alt (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) (patch (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (/ (log y) y)) (/ t (* x y))))) (taylor -inf x) (#s(alt (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) (patch (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
48.0ms	x	@	-inf	((+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* (pow (log y) 2) x) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (* (* (+ (* (+ (* -1/3 y) -1/2) y) -1) z) y) (* (+ (* (+ (* -1/3 y) -1/2) y) -1) z) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log y) x) (log y) (* (- (+ (* (/ (log y) y) x) (/ (neg t) y)) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (- (+ (* (/ (log y) y) x) (/ (neg t) y)) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (/ (log y) y) x) (/ (neg t) y)) (/ (log y) y))
25.0ms	y	@	inf	((+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* (pow (log y) 2) x) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (* (* (+ (* (+ (* -1/3 y) -1/2) y) -1) z) y) (* (+ (* (+ (* -1/3 y) -1/2) y) -1) z) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log y) x) (log y) (* (- (+ (* (/ (log y) y) x) (/ (neg t) y)) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (- (+ (* (/ (log y) y) x) (/ (neg t) y)) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (/ (log y) y) x) (/ (neg t) y)) (/ (log y) y))
24.0ms	y	@	-inf	((+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* (pow (log y) 2) x) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (* (* (+ (* (+ (* -1/3 y) -1/2) y) -1) z) y) (* (+ (* (+ (* -1/3 y) -1/2) y) -1) z) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log y) x) (log y) (* (- (+ (* (/ (log y) y) x) (/ (neg t) y)) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (- (+ (* (/ (log y) y) x) (/ (neg t) y)) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (/ (log y) y) x) (/ (neg t) y)) (/ (log y) y))
20.0ms	z	@	0	((+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* (pow (log y) 2) x) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (* (* (+ (* (+ (* -1/3 y) -1/2) y) -1) z) y) (* (+ (* (+ (* -1/3 y) -1/2) y) -1) z) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log y) x) (log y) (* (- (+ (* (/ (log y) y) x) (/ (neg t) y)) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (- (+ (* (/ (log y) y) x) (/ (neg t) y)) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (/ (log y) y) x) (/ (neg t) y)) (/ (log y) y))
17.0ms	x	@	0	((+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* (pow (log y) 2) x) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (* (* (+ (* (+ (* -1/3 y) -1/2) y) -1) z) y) (* (+ (* (+ (* -1/3 y) -1/2) y) -1) z) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log y) x) (log y) (* (- (+ (* (/ (log y) y) x) (/ (neg t) y)) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (- (+ (* (/ (log y) y) x) (/ (neg t) y)) z) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (/ (log y) y) x) (/ (neg t) y)) (/ (log y) y))

simplify288.0ms (2.2%)

Memory

28.8MiB live, 419.0MiB allocated

Algorithm

1×	egg-herbie

Rules

7 056×	`lower-fma.f64`
7 056×	`lower-fma.f32`
5 772×	`lower-*.f64`
5 772×	`lower-*.f32`
3 058×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1204	22959
1	4373	20434
0	8161	19356

Stop Event

1×	iter limit
1×	node limit

Counts

720 → 720

Calls

Call 1

Inputs
(- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* y (- (/ (* x (log y)) y) z))
(+ (* -1 t) (* y (- (/ (* x (log y)) y) z)))
(+ (* -1 t) (* y (- (/ (* x (log y)) y) z)))
(+ (* -1 t) (* y (- (/ (* x (log y)) y) z)))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(- (* x (log y)) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (/ (* x (log y)) y) z)
(- (+ (* -1 (/ t y)) (/ (* x (log y)) y)) z)
(- (+ (* -1 (/ t y)) (/ (* x (log y)) y)) z)
(- (+ (* -1 (/ t y)) (/ (* x (log y)) y)) z)
(/ (* x (log y)) y)
(+ (* -1 (/ t y)) (/ (* x (log y)) y))
(+ (* -1 (/ t y)) (/ (* x (log y)) y))
(+ (* -1 (/ t y)) (/ (* x (log y)) y))
(* -1 t)
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (/ (* y (- (/ (* x (log y)) y) z)) t) 1))
(* t (- (/ (* y (- (/ (* x (log y)) y) z)) t) 1))
(* t (- (/ (* y (- (/ (* x (log y)) y) z)) t) 1))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))
(* -1 (/ t y))
(* t (- (/ (* x (log y)) (* t y)) (+ (/ 1 y) (/ z t))))
(* t (- (/ (* x (log y)) (* t y)) (+ (/ 1 y) (/ z t))))
(* t (- (/ (* x (log y)) (* t y)) (+ (/ 1 y) (/ z t))))
(* -1 (/ t y))
(* t (- (/ (* x (log y)) (* t y)) (/ 1 y)))
(* t (- (/ (* x (log y)) (* t y)) (/ 1 y)))
(* t (- (/ (* x (log y)) (* t y)) (/ 1 y)))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (* y (- (/ (* x (log y)) y) z)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* y (- (/ (* x (log y)) y) z)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* y (- (/ (* x (log y)) y) z)) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))
(* -1 (/ t y))
(* -1 (* t (+ (* -1 (/ (- (/ (* x (log y)) y) z) t)) (/ 1 y))))
(* -1 (* t (+ (* -1 (/ (- (/ (* x (log y)) y) z) t)) (/ 1 y))))
(* -1 (* t (+ (* -1 (/ (- (/ (* x (log y)) y) z) t)) (/ 1 y))))
(* -1 (/ t y))
(* -1 (* t (+ (* -1 (/ (* x (log y)) (* t y))) (/ 1 y))))
(* -1 (* t (+ (* -1 (/ (* x (log y)) (* t y))) (/ 1 y))))
(* -1 (* t (+ (* -1 (/ (* x (log y)) (* t y))) (/ 1 y))))
(* x (log y))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (- (* -1 (* z (+ (* -1 (/ (pow (log (- 1 y)) 2) (* x (log y)))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))) (* -1 (log (- 1 y))))))
(+ (* x (log y)) (* z (- (* -1 (* z (+ (* -1 (/ (pow (log (- 1 y)) 2) (* x (log y)))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))) (* -1 (log (- 1 y))))))
(* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y))))
(* (pow z 2) (- (* -1 (/ (* z (pow (log (- 1 y)) 3)) (* (pow x 2) (pow (log y) 2)))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(* (pow z 2) (- (* z (+ (* -1 (/ (* z (pow (log (- 1 y)) 4)) (* (pow x 3) (pow (log y) 3)))) (* -1 (/ (pow (log (- 1 y)) 3) (* (pow x 2) (pow (log y) 2)))))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(* (pow z 2) (- (* z (+ (* -1 (/ (pow (log (- 1 y)) 3) (* (pow x 2) (pow (log y) 2)))) (* z (+ (* -1 (/ (* z (pow (log (- 1 y)) 5)) (* (pow x 4) (pow (log y) 4)))) (* -1 (/ (pow (log (- 1 y)) 4) (* (pow x 3) (pow (log y) 3)))))))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
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(- (+ (* x (log y)) (* z (- (* -1 (* z (+ (* -1 (/ (pow (log (- 1 y)) 2) (* x (log y)))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))) (* -1 (log (- 1 y)))))) t)
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* z (log (- 1 y)))
(* y (* z (- (* y (- (* -1/3 y) 1/2)) 1)))
(* y (* z (- (* y (- (* -1/3 y) 1/2)) 1)))
(* y (* z (- (* y (- (* -1/3 y) 1/2)) 1)))
(* y (* z (- (* y (- (* -1/3 y) 1/2)) 1)))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* y (+ (* -1 (/ t y)) (/ (* x (log y)) y)))
(+ (* -1 (* y z)) (* y (+ (* -1 (/ t y)) (/ (* x (log y)) y))))
(+ (* -1 (* y z)) (* y (+ (* -1 (/ t y)) (/ (* x (log y)) y))))
(+ (* -1 (* y z)) (* y (+ (* -1 (/ t y)) (/ (* x (log y)) y))))
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (* x (log y)) t)
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* -1 (* y z)) (* x (log y))) t)
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Outputs
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(+ (* -1 (/ (- (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (pow (log y) 3)))) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y)))
(-.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) (/.f64 (neg.f64 (fma.f64 (/.f64 (.f64 z z) (pow.f64 (log.f64 y) #s(literal 3 binary64))) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) x) (.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) x))
(+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 4))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (pow (log y) 3)))) x)) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y)))
(-.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) (/.f64 (neg.f64 (+.f64 (/.f64 (fma.f64 (/.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 4 binary64))) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) x) (.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))))) x) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) x))
(/ (* x (log y)) y)
(/.f64 (*.f64 (log.f64 y) x) y)
(* -1 (* x (+ (* -1 (/ (log y) y)) (/ t (* x y)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (/.f64 t x) y) (/.f64 (log.f64 y) y)))
(* -1 (* x (+ (* -1 (/ (log y) y)) (/ t (* x y)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (/.f64 t x) y) (/.f64 (log.f64 y) y)))
(* -1 (* x (+ (* -1 (/ (log y) y)) (/ t (* x y)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (/.f64 t x) y) (/.f64 (log.f64 y) y)))

rewrite244.0ms (1.9%)

Memory

-10.4MiB live, 423.0MiB allocated

Rules

6 248×	`lower-*.f32`
6 236×	`lower-*.f64`
4 596×	`lower-fma.f32`
4 586×	`lower-fma.f64`
4 102×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	356
0	93	344
1	399	288
2	3217	278
0	10313	270

Stop Event

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

Counts

21 → 538

Calls

Call 1

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

Outputs
(.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) #s(literal -1 binary64)))
(.f64 (/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 4 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 4 binary64))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (pow.f64 (/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (neg.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 x (log.f64 y)))) #s(literal -1 binary64)))
(.f64 (+.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64))) (pow.f64 (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (-.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 x (log.f64 y))) (pow.f64 (*.f64 x (log.f64 y)) #s(literal 2 binary64))) #s(literal -1 binary64)))
(.f64 (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) #s(literal 3 binary64))) (pow.f64 (+.f64 (/.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 4 binary64)) (.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (neg.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (pow.f64 (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) #s(literal 2 binary64))) #s(literal -1 binary64)))
(pow.f64 (/.f64 (/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (neg.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 4 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 4 binary64))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) #s(literal 2 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (+.f64 (/.f64 (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 4 binary64)) (.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (neg.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (pow.f64 (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) #s(literal 2 binary64))) (+.f64 (pow.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 x (log.f64 y)))) #s(literal 3 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (-.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 x (log.f64 y))) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64))) (+.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)))) #s(literal -1 binary64))
(/.f64 (-.f64 (.f64 (pow.f64 (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) #s(literal 2 binary64)) (/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (neg.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))))) (.f64 (/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (neg.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (pow.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) #s(literal 2 binary64)))) (pow.f64 (/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (neg.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 x (log.f64 y)))) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) #s(literal 1 binary64)))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 x (log.f64 y)))))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (neg.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (neg.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) #s(literal -1 binary64))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (neg.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (/.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) #s(literal 1 binary64))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) #s(literal 1 binary64))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (/.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))) #s(literal 1 binary64))))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) #s(literal 1 binary64))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (neg.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (neg.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))))))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)))) (.f64 (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))))
(/.f64 (-.f64 (.f64 (.f64 #s(literal 1 binary64) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) (.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) x) (.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) #s(literal 1 binary64)))) (.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) x) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (*.f64 x (log.f64 y)))))
(/.f64 (-.f64 (.f64 (.f64 #s(literal 1 binary64) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))))) (.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) x) (neg.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))) (.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) x) (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))))))
(/.f64 (-.f64 (.f64 (.f64 #s(literal 1 binary64) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (neg.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))) (.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) x) #s(literal -1 binary64))) (.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) x) (neg.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64))))))
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eval581.0ms (4.5%)

Memory: 2.4MiB live, 550.9MiB allocated
Compiler: Compiled 50 134 to 4 029 computations (92% saved)

prune66.0ms (0.5%)

Memory

10.9MiB live, 167.4MiB allocated

Pruning

30 alts after pruning (22 fresh and 8 done)

	Pruned	Kept	Total
New	1 394	8	1 402
Fresh	2	14	16
Picked	1	4	5
Done	0	4	4
Total	1 397	30	1 427

Accuracy

100.0%

Counts

1 427 → 30

Alt Table

Click to see full alt table

Status	Accuracy	Program
	38.7%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
	41.6%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) x)))
	99.2%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
✓	85.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	70.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 y) z (.f64 (log.f64 y) x)))))))
✓	41.8%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
	70.9%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (*.f64 (fma.f64 (fma.f64 (/.f64 (log.f64 y) t) x #s(literal -1 binary64)) (/.f64 t z) (log1p.f64 (neg.f64 y))) z)))
	70.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (*.f64 (fma.f64 (/.f64 (log.f64 y) t) x #s(literal -1 binary64)) t)))
✓	2.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t)
	27.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) t))
	2.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (*.f64 t t) t))
✓	17.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
✓	16.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
✓	44.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	55.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (*.f64 (log.f64 y) x))))
✓	64.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) y) x (/.f64 (neg.f64 t) y)) z) y)))
	64.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (.f64 (-.f64 (fma.f64 (.f64 (pow.f64 y #s(literal -1 binary64)) (log.f64 y)) x (/.f64 (neg.f64 t) y)) z) y)))
	82.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (*.f64 (-.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) (/.f64 t z)) z)))
	82.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (.f64 (-.f64 (/.f64 (-.f64 (.f64 (log.f64 y) x) t) z) y) z)))
	41.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (.f64 (-.f64 #s(approx (+ ( (/ (log y) y) x) (/ (neg t) y)) (/.f64 (neg.f64 t) y)) z) y)))
	27.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (.f64 #s(approx (- (+ ( (/ (log y) y) x) (/ (neg t) y)) z) (/.f64 (neg.f64 t) y)) y)))
	58.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
	17.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) (.f64 z y))))
	17.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 z y) (neg.f64 z)) y)))
✓	17.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z) y)))
	17.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y)))
	6.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 #s(approx ( (+ (* (+ (* -1/3 y) -1/2) y) -1) z) (.f64 (fma.f64 #s(literal -1/3 binary64) z (neg.f64 (/.f64 (fma.f64 #s(literal 1/2 binary64) z (/.f64 z y)) y))) (.f64 y y))) y)))

Compiler

Compiled 1 118 to 587 computations (47.5% saved)

regimes134.0ms (1%)

Memory

-2.0MiB live, 152.0MiB allocated

Counts

50 → 1

Calls

Call 1

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

Outputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))

Calls

6 calls:

44.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
23.0ms	z
17.0ms	y
14.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
14.0ms	x

Results

Accuracy	Segments	Branch
99.7%	1	`x`
99.7%	1	`y`
99.7%	1	`z`
99.7%	1	`t`
99.7%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.7%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes125.0ms (1%)

Memory

7.3MiB live, 88.9MiB allocated

Counts

38 → 1

Calls

Call 1

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

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

Calls

6 calls:

52.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
26.0ms	x
11.0ms	y
11.0ms	t
11.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
99.7%	1	`x`
99.7%	1	`y`
99.7%	1	`z`
99.7%	1	`t`
99.7%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.7%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes85.0ms (0.7%)

Memory

33.7MiB live, 102.3MiB allocated

Counts

29 → 1

Calls

Call 1

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

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

Calls

6 calls:

34.0ms	t
13.0ms	y
9.0ms	z
9.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
99.0%	1	`x`
99.0%	1	`y`
99.0%	1	`z`
99.0%	1	`t`
99.0%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.0%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes63.0ms (0.5%)

Memory

-44.5MiB live, 89.6MiB allocated

Counts

25 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

15.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
12.0ms	z
9.0ms	x
8.0ms	t
8.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

Accuracy	Segments	Branch
92.7%	3	`x`
85.1%	1	`y`
90.3%	3	`z`
93.0%	3	`t`
90.0%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
91.6%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes17.0ms (0.1%)

Memory

32.4MiB live, 32.4MiB allocated

Counts

24 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

2 calls:

8.0ms	x
8.0ms	t

Results

Accuracy	Segments	Branch
92.7%	3	`x`
85.1%	1	`t`

Compiler

Compiled 2 to 8 computations (-300% saved)

regimes43.0ms (0.3%)

Memory

-23.2MiB live, 13.8MiB allocated

Counts

23 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

1 calls:

42.0ms

Results

Accuracy	Segments	Branch
92.1%	3	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes65.0ms (0.5%)

Memory

-0.8MiB live, 79.2MiB allocated

Counts

22 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

25.0ms	z
10.0ms	t
7.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
7.0ms	x
7.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
75.8%	3	`t`
58.6%	1	`y`
61.6%	2	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
64.2%	3	`z`
78.7%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
79.2%	3	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes40.0ms (0.3%)

Memory

8.7MiB live, 78.8MiB allocated

Counts

19 → 1

Calls

Call 1

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

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

Calls

5 calls:

11.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms	t
6.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	z
6.0ms	x

Results

Accuracy	Segments	Branch
58.6%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
58.6%	1	`z`
58.6%	1	`t`
58.6%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
58.6%	1	`x`

Compiler

Compiled 27 to 35 computations (-29.6% saved)

regimes17.0ms (0.1%)

Memory

-7.8MiB live, 43.4MiB allocated

Counts

3 → 3

Calls

Call 1

Inputs

#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t)

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

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

Outputs

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

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

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

Calls

6 calls:

7.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	y
2.0ms	z
2.0ms	t

Results

Accuracy	Segments	Branch
44.6%	1	`y`
49.9%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
49.5%	3	`z`
52.9%	3	`t`
44.6%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
44.6%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes7.0ms (0.1%)

Memory

26.2MiB live, 26.2MiB allocated

Counts

2 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
44.6%	1	`y`
44.6%	1	`z`
44.6%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
44.6%	1	`t`

Compiler

Compiled 16 to 24 computations (-50% saved)

regimes11.0ms (0.1%)

Memory

-15.1MiB live, 24.2MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t)

Outputs
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t)

Calls

6 calls:

3.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
1.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
1.0ms	t
1.0ms	y
1.0ms	x

Results

Accuracy	Segments	Branch
2.2%	1	`x`
2.2%	1	`z`
2.2%	1	`t`
2.2%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
2.2%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
2.2%	1	`y`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

bsearch48.0ms (0.4%)

Memory

-10.3MiB live, 106.9MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
18.0ms	6.289951520844728e-94	2.0906278224605415e-93
23.0ms	-3.6147311010668356e-93	-2.439352157761995e-94

Samples

24.0ms	65×	1	valid
10.0ms	111×	0	valid

Compiler

Compiled 203 to 239 computations (-17.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 29.0ms

ival-log: 19.0ms (66.1% of total)

ival-mult: 4.0ms (13.9% of total)

ival-sub: 2.0ms (7% of total)

adjust: 2.0ms (7% of total)

ival-add: 1.0ms (3.5% of total)

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

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

exact: 0.0ms (0% of total)

bsearch62.0ms (0.5%)

Memory

32.1MiB live, 147.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
22.0ms	5.984758592324067e-58	2.9944466677750467e-57
36.0ms	-1.6417125833511756e-77	-4.5632218691116686e-85

Samples

31.0ms	94×	1	valid
17.0ms	146×	0	valid

Compiler

Compiled 241 to 304 computations (-26.1% saved)

Precisions

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

ival-log: 27.0ms (66.8% of total)

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

ival-sub: 3.0ms (7.4% of total)

adjust: 2.0ms (4.9% of total)

ival-add: 1.0ms (2.5% of total)

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

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

exact: 0.0ms (0% of total)

bsearch18.0ms (0.1%)

Memory

-54.2MiB live, 5.5MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
0.0ms	5.984758592324067e-58	2.9944466677750467e-57
1.0ms	-1.6417125833511756e-77	-4.5632218691116686e-85

Compiler

Compiled 226 to 289 computations (-27.9% saved)

bsearch79.0ms (0.6%)

Memory

9.4MiB live, 168.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
42.0ms	2.4253389731880643e-32	5.2373322600167764e-11
31.0ms	-51046308590126604000.0	-34112338319424804.0

Samples

38.0ms	116×	1	valid
22.0ms	188×	0	valid

Compiler

Compiled 244 to 342 computations (-40.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 49.0ms

ival-log: 28.0ms (56.6% of total)

ival-mult: 10.0ms (20.2% of total)

ival-sub: 6.0ms (12.1% of total)

adjust: 3.0ms (6.1% of total)

ival-add: 2.0ms (4% of total)

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

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

exact: 0.0ms (0% of total)

bsearch1.0ms (0%)

Memory

4.5MiB live, 4.5MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
0.0ms	6.289951520844728e-94	2.0906278224605415e-93
1.0ms	-3.6147311010668356e-93	-2.439352157761995e-94

Compiler

Compiled 115 to 195 computations (-69.6% saved)

simplify86.0ms (0.7%)

Memory

9.4MiB live, 48.5MiB allocated

Algorithm

1×	egg-herbie

Rules

16×	`-commutative-binary64-.f64`
16×	`+-commutative-binary64-+.f64`
16×	`sub-neg-binary64-neg.f64-+.f64--.f64`
8×	`neg-sub0-binary64--.f64-neg.f64`
8×	`neg-mul-1-binary64-*.f64-neg.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	85	487
1	105	487
2	117	487
3	121	487

Stop Event

1×

saturated

Calls

Call 1

Inputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -3053105357605983/1174271291386916613944740298394668513687841274454159935353645485766104512557304221731849499192384351515967488 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 t #s(literal 7985044781431033/9394170331095332911557922387157348109502730195633279482829163886128836100458433773854795993539074812127739904 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (.f64 (log.f64 y) x)))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -1161976947540975/136703170298938245273281389194851335334573089430825777276610662900622062449960995201469573563940864 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 8480865910936245/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -1161976947540975/136703170298938245273281389194851335334573089430825777276610662900622062449960995201469573563940864 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 8480865910936245/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -6800000000000000000 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 6189700196426901/154742504910672534362390528 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -3053105357605983/1174271291386916613944740298394668513687841274454159935353645485766104512557304221731849499192384351515967488 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 7985044781431033/9394170331095332911557922387157348109502730195633279482829163886128836100458433773854795993539074812127739904 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t)

Outputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 (log.f64 y) x))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y (neg.f64 z)) y (.f64 x (log.f64 y)))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -3053105357605983/1174271291386916613944740298394668513687841274454159935353645485766104512557304221731849499192384351515967488 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 t #s(literal 7985044781431033/9394170331095332911557922387157348109502730195633279482829163886128836100458433773854795993539074812127739904 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (.f64 (log.f64 y) x)))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 t #s(literal -3053105357605983/1174271291386916613944740298394668513687841274454159935353645485766104512557304221731849499192384351515967488 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 t #s(literal 7985044781431033/9394170331095332911557922387157348109502730195633279482829163886128836100458433773854795993539074812127739904 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 z) y (.f64 x (log.f64 y))))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -1161976947540975/136703170298938245273281389194851335334573089430825777276610662900622062449960995201469573563940864 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 8480865910936245/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -1161976947540975/136703170298938245273281389194851335334573089430825777276610662900622062449960995201469573563940864 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 8480865910936245/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 z (log1p.f64 (neg.f64 y)))) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -1161976947540975/136703170298938245273281389194851335334573089430825777276610662900622062449960995201469573563940864 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 8480865910936245/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -1161976947540975/136703170298938245273281389194851335334573089430825777276610662900622062449960995201469573563940864 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 8480865910936245/14134776518227074636666380005943348126619871175004951664972849610340958208 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -6800000000000000000 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 6189700196426901/154742504910672534362390528 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (<=.f64 x #s(literal -6800000000000000000 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 6189700196426901/154742504910672534362390528 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -3053105357605983/1174271291386916613944740298394668513687841274454159935353645485766104512557304221731849499192384351515967488 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 7985044781431033/9394170331095332911557922387157348109502730195633279482829163886128836100458433773854795993539074812127739904 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) t)

soundness1.4s (11%)

Memory

13.5MiB live, 798.2MiB allocated

Rules

22 162×	`lower-fma.f64`
22 162×	`lower-fma.f32`
11 762×	`lower-fma.f64`
11 762×	`lower-fma.f32`
7 024×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	192	1688
1	585	1578
2	1784	1526
3	5194	1494
0	8309	1337
0	12	38
0	19	38
1	67	38
2	506	38
3	6739	38
0	8211	32
0	35	222
0	56	210
1	248	210
2	1841	210
0	8302	192
0	595	10051
1	1941	9507
2	6801	9473
0	8022	8657
0	415	8649
1	1360	8145
2	4242	7882
0	8220	7126
0	46	238
0	67	223
1	303	207
2	2623	199
0	9497	181

Stop Event

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

Compiler

Compiled 310 to 206 computations (33.5% saved)

preprocess223.0ms (1.7%)

Memory: 10.5MiB live, 165.8MiB allocated
Compiler: Compiled 472 to 198 computations (58.1% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

Iter	Nodes	Cost
0	12	48
0	19	48
1	30	48
2	43	48
3	66	48
4	102	48
5	171	48
6	313	48
7	518	48
8	688	48
9	744	48
10	770	48
0	770	42

Iter	Nodes	Cost
0	12	48
0	19	48
1	30	48
2	43	48
3	66	48
4	102	48
5	171	48
6	313	48
7	518	48
8	688	48
9	744	48
10	770	48
0	770	42

start0.0ms (0%)

analyze119.0ms (0.9%)

sample2.7s (21.2%)

explain323.0ms (2.5%)

preprocess170.0ms (1.3%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify51.0ms (0.4%)

localize111.0ms (0.9%)

series198.0ms (1.5%)

simplify192.0ms (1.5%)

rewrite234.0ms (1.8%)

eval53.0ms (0.4%)

prune17.0ms (0.1%)

simplify339.0ms (2.6%)

localize263.0ms (2%)

series149.0ms (1.1%)

simplify196.0ms (1.5%)

rewrite218.0ms (1.7%)

eval549.0ms (4.2%)

prune269.0ms (2.1%)

simplify142.0ms (1.1%)

localize202.0ms (1.6%)

series356.0ms (2.8%)

simplify458.0ms (3.5%)

rewrite286.0ms (2.2%)

eval348.0ms (2.7%)

prune120.0ms (0.9%)

simplify148.0ms (1.1%)

localize674.0ms (5.2%)

series282.0ms (2.2%)

simplify288.0ms (2.2%)

rewrite244.0ms (1.9%)

eval581.0ms (4.5%)

prune66.0ms (0.5%)

regimes134.0ms (1%)

regimes125.0ms (1%)

regimes85.0ms (0.7%)

regimes63.0ms (0.5%)

regimes17.0ms (0.1%)

regimes43.0ms (0.3%)

regimes65.0ms (0.5%)

regimes40.0ms (0.3%)

regimes17.0ms (0.1%)

regimes7.0ms (0.1%)

regimes11.0ms (0.1%)

bsearch48.0ms (0.4%)

bsearch62.0ms (0.5%)

bsearch18.0ms (0.1%)

bsearch79.0ms (0.6%)

bsearch1.0ms (0%)

simplify86.0ms (0.7%)

soundness1.4s (11%)

preprocess223.0ms (1.7%)

end0.0ms (0%)

Profiling

Iter	Nodes	Cost
0	12	48
0	19	48
1	30	48
2	43	48
3	66	48
4	102	48
5	171	48
6	313	48
7	518	48
8	688	48
9	744	48
10	770	48
0	770	42