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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze78.0ms (0.6%)

Memory

20.1MiB live, 139.7MiB 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)

sample2.4s (19.2%)

Memory

-1.3MiB live, 3 129.8MiB allocated

Samples

1.2s	2 407×	1	valid
840.0ms	5 849×	0	valid
0.0ms	4×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 1.7s

ival-log: 1.1s (63.3% of total)

ival-sub: 268.0ms (15.6% of total)

ival-mult: 168.0ms (9.8% of total)

ival-add: 97.0ms (5.6% of total)

adjust: 83.0ms (4.8% of total)

ival-true: 6.0ms (0.3% of total)

exact: 5.0ms (0.3% of total)

ival-assert: 4.0ms (0.2% of total)

Bogosity

explain287.0ms (2.2%)

Memory

22.1MiB live, 583.6MiB 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 -
+	42	0
-	214	0

Precision

0.1640625

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	42	0	0
-	214	0	0

Precision?

0.1640625

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

133.0ms	390×	1	valid
44.0ms	102×	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: 135.0ms

ival-log: 85.0ms (62.8% of total)

adjust: 19.0ms (14% of total)

ival-mult: 14.0ms (10.3% of total)

ival-sub: 11.0ms (8.1% of total)

ival-add: 5.0ms (3.7% of total)

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

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

exact: 0.0ms (0% of total)

preprocess153.0ms (1.2%)

Memory

-10.9MiB live, 66.8MiB 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)

prune1.0ms (0%)

Memory

1.3MiB live, 1.4MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	85.3%	(-.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)

simplify28.0ms (0.2%)

Memory

8.3MiB live, 50.1MiB 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

localize100.0ms (0.8%)

Memory

-6.2MiB live, 150.9MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.015625	(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.0234375	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
accuracy	0.26953125	(*.f64 x (log.f64 y))
accuracy	59.239031377519005	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

63.0ms	195×	1	valid
22.0ms	51×	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: 69.0ms

ival-log: 45.0ms (64.9% of total)

ival-sub: 7.0ms (10.1% of total)

adjust: 7.0ms (10.1% of total)

ival-mult: 7.0ms (10.1% of total)

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

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

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

exact: 0.0ms (0% of total)

series247.0ms (1.9%)

Memory

4.2MiB live, 274.2MiB 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 (* x (+ (log -1) (* -1 (log (/ -1 y))))) (taylor -inf y) (#s(alt (.f64 x (log.f64 y)) (patch (.f64 x (log.f64 y)) #<representation:binary64>) () ())) ())
#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
59.0ms	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))))
43.0ms	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))))
41.0ms	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))))
38.0ms	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))))
17.0ms	y	@	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))))

simplify310.0ms (2.4%)

Memory

25.4MiB live, 170.1MiB 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
(+ (* x (log y)) (* z (log (- 1 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(* -1 t)
(neg.f64 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(* -1 t)
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(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(* x (log y))
(*.f64 (log.f64 y) x)
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(+ (* 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)) t)
(-.f64 (*.f64 (log.f64 y) x) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
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(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
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(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
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(*.f64 (log1p.f64 (neg.f64 y)) z)
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
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(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
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(+ (* -1 (* y z)) (* x (log y)))
(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
(fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (.f64 (log.f64 y) x))
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(* -1 y)
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(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)
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(*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
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(*.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)
(- (* x (log y)) t)
(-.f64 (*.f64 (log.f64 y) x) t)
(- (+ (* -1 (* y z)) (* x (log y))) t)
(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
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(*.f64 (log.f64 y) x)
(* 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) (/ (* 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) (/ (* 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)

rewrite306.0ms (2.4%)

Memory

-9.0MiB live, 195.3MiB 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 (hypot.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 3/2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3/2 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 (hypot.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 3/2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3/2 binary64))) (hypot.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 3/2 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 3 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 (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y)))) #s(literal -1 binary64)) (hypot.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 3/2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3/2 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 (hypot.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 3/2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3/2 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y)))))))
(.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 (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y)))) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y))))))
(.f64 (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y)))) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (pow.f64 (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (*.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y)))) #s(literal -1 binary64))))
(.f64 (hypot.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 3/2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3/2 binary64))) (pow.f64 (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y)))) #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))) (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)))
(/.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))) (fma.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (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 (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y)))) #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 (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y)))) #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 (hypot.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 3/2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3/2 binary64))))) (neg.f64 (neg.f64 (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (*.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y)))))))
(/.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))) (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (*.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y))))))
(/.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 (fma.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (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))) (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y))))))
(/.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 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (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 (hypot.f64 (pow.f64 (.f64 (log.f64 y) x) #s(literal 3/2 binary64)) (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3/2 binary64))) #s(literal 1 binary64)) (-.f64 (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x)) (.f64 (.f64 z (.f64 (log.f64 y) x)) (log1p.f64 (neg.f64 y)))))
(/.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)))
(/.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))) (.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)) (hypot.f64 (.f64 (log1p.f64 (neg.f64 y)) z) (.f64 (log.f64 y) x))))
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(*.f64 x (log.f64 y))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(*.f64 z (log1p.f64 (neg.f64 y)))

eval54.0ms (0.4%)

Memory: 29.7MiB live, 65.9MiB allocated
Compiler: Compiled 11 677 to 1 194 computations (89.8% saved)

prune54.0ms (0.4%)

Memory

1.0MiB live, 37.5MiB allocated

Pruning

15 alts after pruning (15 fresh and 0 done)

	Pruned	Kept	Total
New	369	15	384
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	370	15	385

Accuracy

100.0%

Counts

385 → 15

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.8%	(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
	52.6%	(/.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)))
	99.6%	(/.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)))))
	95.5%	(-.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)
	69.1%	(-.f64 (fma.f64 (.f64 (.f64 (log.f64 y) x) x) (/.f64 (log.f64 y) (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)
	95.6%	(-.f64 (fma.f64 x (/.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) 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)
▶	99.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
▶	84.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
▶	99.6%	(.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))))
	86.4%	(.f64 (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (hypot.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)))) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (pow.f64 (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) (hypot.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)))) #s(literal -1 binary64))))
	56.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
	99.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
	16.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	44.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
▶	42.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 634 to 378 computations (40.4% saved)

simplify280.0ms (2.2%)

Memory

-24.6MiB live, 298.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
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 t))
cost-diff	6080	(*.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)))
cost-diff	28416	(.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))))
cost-diff	0	(neg.f64 y)
cost-diff	0	(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x)))
cost-diff	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.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	(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 (neg.f64 t))
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))

Rules

24 520×	`lower-fma.f32`
24 506×	`lower-fma.f64`
6 194×	`lower-*.f32`
6 188×	`lower-*.f64`
2 152×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	33	272
0	53	242
1	95	242
2	207	240
3	1031	240
4	3603	240
0	8821	236

Stop Event

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

Calls

Call 1

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

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

localize153.0ms (1.2%)

Memory

19.5MiB live, 299.2MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.12890625	(fma.f64 (log.f64 y) x (neg.f64 t))
accuracy	0.1328125	(fma.f64 (log.f64 y) x t)
accuracy	0.140625	(pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64))
accuracy	0.26171875	(*.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)))
accuracy	0.0078125	(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
accuracy	0.0234375	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
accuracy	0.26953125	(*.f64 (log.f64 y) x)
accuracy	0.42868740918646464	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x)))
accuracy	0	(log.f64 y)
accuracy	0.0234375	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
accuracy	0.26953125	(*.f64 (log.f64 y) x)
accuracy	19.130202580717004	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
accuracy	0	(neg.f64 t)
accuracy	36.959673082876535	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0	(log.f64 y)
accuracy	0.00390625	(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
accuracy	0.1171875	(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))

Samples

84.0ms	122×	1	valid
36.0ms	134×	0	valid

Compiler

Compiled 289 to 31 computations (89.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 96.0ms

ival-log: 31.0ms (32.5% of total)

ival-mult: 20.0ms (20.9% of total)

ival-add: 19.0ms (19.9% of total)

adjust: 10.0ms (10.5% of total)

ival-pow: 6.0ms (6.3% of total)

ival-sub: 4.0ms (4.2% of total)

ival-log1p: 2.0ms (2.1% of total)

ival-neg: 2.0ms (2.1% of total)

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

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

exact: 0.0ms (0% of total)

series161.0ms (1.3%)

Memory

-39.4MiB live, 327.6MiB allocated

Counts

19 → 672

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
15.0ms	x	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (+ (* (log y) x) t) (+ (* (log y) x) (neg t)))
13.0ms	y	@	inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (+ (* (log y) x) t) (+ (* (log y) x) (neg t)))
12.0ms	y	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (+ (* (log y) x) t) (+ (* (log y) x) (neg t)))
11.0ms	x	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (+ (* (log y) x) t) (+ (* (log y) x) (neg t)))
10.0ms	t	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (+ (* (log y) x) t) (+ (* (log y) x) (neg t)))

simplify767.0ms (6%)

Memory

15.7MiB live, 367.6MiB allocated

Algorithm

1×	egg-herbie

Rules

9 032×	`lower-fma.f64`
9 032×	`lower-fma.f32`
5 476×	`lower-+.f64`
5 476×	`lower-+.f32`
5 130×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	953	14416
1	3197	13343
0	8134	12056

Stop Event

1×	iter limit
1×	node limit

Counts

672 → 667

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

rewrite302.0ms (2.4%)

Memory

12.9MiB live, 442.0MiB allocated

Rules

5 550×	`lower-fma.f32`
5 536×	`lower-fma.f64`
4 242×	`lower-*.f32`
4 236×	`lower-*.f64`
4 164×	`lower-/.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	33	223
0	53	193
1	249	191
2	2096	191
0	8780	174

Stop Event

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

Counts

19 → 836

Calls

Call 1

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

Outputs
(.f64 (/.f64 (fma.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) t) #s(literal 2 binary64)))) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) (pow.f64 (-.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t)) #s(literal -1 binary64))))
(.f64 (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (hypot.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 3/2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) t) #s(literal 3/2 binary64)))) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) (pow.f64 (-.f64 (hypot.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t)) (.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t))) #s(literal -1 binary64))))
(.f64 (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) (-.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) t) #s(literal 2 binary64)))) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (pow.f64 (-.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t)) #s(literal -1 binary64))))
(.f64 (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) (hypot.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 3/2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) t) #s(literal 3/2 binary64)))) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (pow.f64 (-.f64 (hypot.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t)) (.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t))) #s(literal -1 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (-.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) t) #s(literal 2 binary64)))) (/.f64 #s(literal 1 binary64) (pow.f64 (-.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t)) #s(literal -1 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (-.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) t) #s(literal 2 binary64)))) (-.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t)))
(.f64 (/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (hypot.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 3/2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) t) #s(literal 3/2 binary64)))) (/.f64 #s(literal 1 binary64) (pow.f64 (-.f64 (hypot.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t)) (.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t))) #s(literal -1 binary64))))
(.f64 (/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (hypot.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 3/2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) t) #s(literal 3/2 binary64)))) (-.f64 (hypot.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t)) (.f64 (*.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t))))
(.f64 (.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) #s(literal -1/2 binary64))) (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) #s(literal -1/2 binary64)))
(.f64 (.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) #s(literal -1 binary64))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))))
(.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (*.f64 t t)) (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) #s(literal -1 binary64)))
(.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (pow.f64 (fma.f64 z (log1p.f64 y) (neg.f64 t)) #s(literal 2 binary64))) (pow.f64 (-.f64 (fma.f64 x (log.f64 y) t) (*.f64 z (log1p.f64 y))) #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 z (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (pow.f64 (fma.f64 t (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) (pow.f64 (fma.f64 z (log1p.f64 y) (*.f64 x (log.f64 y))) #s(literal 2 binary64))) #s(literal -1 binary64)))
(.f64 (hypot.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (neg.f64 t)) #s(literal 3/2 binary64)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 3/2 binary64))) (pow.f64 (fma.f64 (fma.f64 z (log1p.f64 y) (neg.f64 t)) (-.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64))) #s(literal -1 binary64)))
(.f64 (hypot.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 3/2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 3/2 binary64))) (pow.f64 (-.f64 (hypot.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)))) #s(literal -1 binary64)))
(*.f64 (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))
(.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) #s(literal -1 binary64)) (-.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (*.f64 t t)))
(*.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1 binary64))
(*.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t))))
(pow.f64 (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) (-.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t))) #s(literal -1 binary64))
(pow.f64 (/.f64 (-.f64 (fma.f64 x (log.f64 y) t) (.f64 z (log1p.f64 y))) (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (pow.f64 (fma.f64 z (log1p.f64 y) (neg.f64 t)) #s(literal 2 binary64)))) #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 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) (pow.f64 (fma.f64 z (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 (fma.f64 z (log1p.f64 y) (neg.f64 t)) (-.f64 (.f64 z (log1p.f64 y)) (fma.f64 x (log.f64 y) t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64))) (hypot.f64 (pow.f64 (fma.f64 z (log1p.f64 y) (neg.f64 t)) #s(literal 3/2 binary64)) (pow.f64 (*.f64 x (log.f64 y)) #s(literal 3/2 binary64)))) #s(literal -1 binary64))
(pow.f64 (/.f64 (-.f64 (hypot.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)))) (hypot.f64 (pow.f64 (.f64 z (log1p.f64 y)) #s(literal 3/2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 3/2 binary64)))) #s(literal -1 binary64))
(/.f64 (+.f64 (pow.f64 (.f64 (.f64 z (log1p.f64 y)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) #s(literal 3 binary64)) (pow.f64 (.f64 (fma.f64 x (log.f64 y) t) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) #s(literal 3 binary64))) (fma.f64 (.f64 (.f64 z (log1p.f64 y)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) (.f64 (.f64 z (log1p.f64 y)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) (-.f64 (.f64 (.f64 (fma.f64 x (log.f64 y) t) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) (.f64 (fma.f64 x (log.f64 y) t) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t))))) (.f64 (.f64 (.f64 z (log1p.f64 y)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) (.f64 (fma.f64 x (log.f64 y) t) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t))))))))
(/.f64 (+.f64 (pow.f64 (.f64 (fma.f64 x (log.f64 y) t) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) #s(literal 3 binary64)) (pow.f64 (.f64 (.f64 z (log1p.f64 y)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) #s(literal 3 binary64))) (fma.f64 (.f64 (fma.f64 x (log.f64 y) t) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) (.f64 (fma.f64 x (log.f64 y) t) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) (-.f64 (.f64 (.f64 (.f64 z (log1p.f64 y)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) (.f64 (.f64 z (log1p.f64 y)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t))))) (.f64 (.f64 (fma.f64 x (log.f64 y) t) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)))) (.f64 (.f64 z (log1p.f64 y)) (/.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) (neg.f64 t))) (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t))))))))
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eval359.0ms (2.8%)

Memory: 56.8MiB live, 549.0MiB allocated
Compiler: Compiled 79 922 to 4 577 computations (94.3% saved)

prune171.0ms (1.3%)

Memory

-5.1MiB live, 154.2MiB allocated

Pruning

20 alts after pruning (17 fresh and 3 done)

	Pruned	Kept	Total
New	2 053	11	2 064
Fresh	4	6	10
Picked	2	3	5
Done	0	0	0
Total	2 059	20	2 079

Accuracy

100.0%

Counts

2 079 → 20

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.6%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
▶	84.9%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))
	40.5%	(/.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t))
	99.6%	(/.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)))))
	95.5%	(-.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)
	95.6%	(-.f64 (fma.f64 x (/.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) 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)
✓	99.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
	88.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
✓	84.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	86.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z x) (log.f64 y)) x))) t)
▶	56.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
	40.3%	(.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 (pow.f64 (fma.f64 z (log1p.f64 y) (fma.f64 x (log.f64 y) t)) #s(literal -1/2 binary64)) #s(literal 2 binary64))))
▶	43.8%	(.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))) #s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))))
	56.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
	22.9%	#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)))
	83.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t))
▶	83.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (+.f64 (log.f64 y) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)) x))
	16.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	44.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
✓	42.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 609 to 456 computations (25.1% saved)

simplify254.0ms (2%)

Memory

-17.4MiB live, 260.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(neg.f64 y)
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 t))
cost-diff	0	(.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))) #s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))))
cost-diff	0	(log.f64 y)
cost-diff	0	(+.f64 (log.f64 y) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (+.f64 (log.f64 y) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)) x))
cost-diff	832	(*.f64 (+.f64 (log.f64 y) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)) x)
cost-diff	0	(neg.f64 t)
cost-diff	0	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))
cost-diff	0	(*.f64 (neg.f64 z) y)
cost-diff	0	#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))
cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y)))
cost-diff	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
cost-diff	0	(neg.f64 (fma.f64 z y t))
cost-diff	0	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t)))
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))

Rules

18 210×	`lower-fma.f32`
18 194×	`lower-fma.f64`
4 244×	`lower-*.f32`
4 234×	`lower-*.f64`
2 758×	`lower-+.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	54	384
0	85	383
1	141	380
2	261	380
3	1043	380
4	4865	380
5	6697	371
0	8063	369

Stop Event

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

Calls

Call 1

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

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

localize281.0ms (2.2%)

Memory

-26.6MiB live, 263.3MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.25	(/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))
accuracy	0.26171875	(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #s(approx (pow (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))))
accuracy	0.26953125	(*.f64 (log.f64 y) x)
accuracy	35.87269181859154	#s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))
accuracy	0.00390625	(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
accuracy	0.015625	(+.f64 (log.f64 y) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x))
accuracy	0.05859375	(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)
accuracy	10.485486966505906	(*.f64 (+.f64 (log.f64 y) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)) x)
accuracy	0	(neg.f64 t)
accuracy	0	(log.f64 y)
accuracy	0.1171875	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))
accuracy	18.87756128080311	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))
accuracy	0	(neg.f64 z)
accuracy	0.0234375	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
accuracy	0.42868740918646464	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y)))
accuracy	43.39938223866183	#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))
accuracy	0	(neg.f64 (fma.f64 z y t))
accuracy	0	(log.f64 y)
accuracy	0.1171875	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
accuracy	0.4091970553323321	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t)))

Samples

143.0ms	122×	1	valid
80.0ms	134×	0	valid

Compiler

Compiled 363 to 40 computations (89% saved)

Precisions

Click to see histograms. Total time spent on operations: 157.0ms

adjust: 50.0ms (31.8% of total)

ival-log: 44.0ms (28% of total)

ival-mult: 27.0ms (17.2% of total)

ival-add: 15.0ms (9.5% of total)

ival-pow: 6.0ms (3.8% of total)

ival-div: 5.0ms (3.2% of total)

ival-sub: 4.0ms (2.5% of total)

ival-neg: 4.0ms (2.5% of total)

ival-log1p: 2.0ms (1.3% of total)

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

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

exact: 0.0ms (0% of total)

series193.0ms (1.5%)

Memory

6.7MiB live, 316.7MiB allocated

Counts

25 → 876

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
32.0ms	y	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg t) (* (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x) (+ (* (log (+ 1 (neg y))) z) (neg t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (* (log y) x) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (/ 1 (* (log y) x)))
21.0ms	x	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg t) (* (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x) (+ (* (log (+ 1 (neg y))) z) (neg t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (* (log y) x) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (/ 1 (* (log y) x)))
20.0ms	x	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg t) (* (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x) (+ (* (log (+ 1 (neg y))) z) (neg t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (* (log y) x) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (/ 1 (* (log y) x)))
18.0ms	x	@	inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg t) (* (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x) (+ (* (log (+ 1 (neg y))) z) (neg t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (* (log y) x) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (/ 1 (* (log y) x)))
15.0ms	t	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg t) (* (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (log (+ 1 (neg y))) (neg y) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x) (+ (* (log (+ 1 (neg y))) z) (neg t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (* (log y) x) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (/ 1 (* (log y) x)))

simplify295.0ms (2.3%)

Memory

2.4MiB live, 323.5MiB allocated

Algorithm

1×	egg-herbie

Rules

7 168×	`lower-fma.f64`
7 168×	`lower-fma.f32`
5 598×	`lower-*.f64`
5 598×	`lower-*.f32`
4 560×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1100	17110
1	3659	15928
0	8153	14627

Stop Event

1×	iter limit
1×	node limit

Counts

876 → 874

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

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

rewrite275.0ms (2.2%)

Memory

-2.4MiB live, 307.5MiB allocated

Rules

4 568×	`lower-/.f32`
4 564×	`lower-/.f64`
4 226×	`lower-fma.f32`
4 210×	`lower-fma.f64`
3 926×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	54	324
0	85	320
1	331	311
2	2507	311
0	8377	308

Stop Event

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

Counts

25 → 519

Calls

Call 1

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

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

eval453.0ms (3.6%)

Memory: 13.2MiB live, 503.9MiB allocated
Compiler: Compiled 45 583 to 4 127 computations (90.9% saved)

prune94.0ms (0.7%)

Memory

9.1MiB live, 166.5MiB allocated

Pruning

23 alts after pruning (17 fresh and 6 done)

	Pruned	Kept	Total
New	1 619	7	1 626
Fresh	2	10	12
Picked	2	3	5
Done	0	3	3
Total	1 623	23	1 646

Accuracy

100.0%

Counts

1 646 → 23

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.6%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
✓	84.9%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))
	58.3%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
	40.5%	(/.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t))
▶	99.6%	(/.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)))))
	95.5%	(-.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)
✓	99.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
	88.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
✓	84.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
▶	86.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z x) (log.f64 y)) x))) t)
	40.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
✓	56.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
	20.3%	(.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))) #s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (pow.f64 (pow.f64 (*.f64 x (log.f64 y)) #s(literal -1/2 binary64)) #s(literal 2 binary64)))))
▶	83.4%	(.f64 #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (.f64 (log.f64 y) x)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))))
	56.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
	22.9%	#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)))
	64.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (*.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x) #s(literal 2 binary64))) x) (-.f64 (log.f64 y) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x))))
	83.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t))
▶	16.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	44.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
▶	28.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (+ (log y) (/ (+ ( (log (+ 1 (neg y))) z) (neg t)) x)) (/.f64 (neg.f64 t) x)) x))
	71.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (+ (log y) (/ (+ ( (log (+ 1 (neg y))) z) (neg t)) x)) (-.f64 (log.f64 y) (/.f64 t x))) x))
✓	42.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 606 to 480 computations (20.8% saved)

simplify229.0ms (1.8%)

Memory

0.8MiB live, 141.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	#s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (*.f64 (log.f64 y) x))
cost-diff	0	(.f64 #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (.f64 (log.f64 y) x)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))))
cost-diff	0	#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z x) (log.f64 y)) x))
cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z x) (log.f64 y)) x)))
cost-diff	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z x) (log.f64 y)) x))) t)
cost-diff	704	(*.f64 (fma.f64 (neg.f64 y) (/.f64 z x) (log.f64 y)) x)
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	(/.f64 (neg.f64 t) x)
cost-diff	0	#s(approx (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (/.f64 (neg.f64 t) x))
cost-diff	0	(.f64 #s(approx (+ (log y) (/ (+ ( (log (+ 1 (neg y))) z) (neg t)) x)) (/.f64 (neg.f64 t) x)) x)
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (+ (log y) (/ (+ ( (log (+ 1 (neg y))) z) (neg t)) x)) (/.f64 (neg.f64 t) x)) x))
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

6 724×	`lower-fma.f32`
6 718×	`lower-fma.f64`
2 694×	`lower-*.f32`
2 682×	`lower-*.f64`
1 610×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	448
0	78	435
1	133	432
2	279	432
3	753	432
4	1665	424
5	2794	424
6	4681	424
7	6791	424
8	7930	424
0	8081	412

Stop Event

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

Calls

Call 1

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

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

localize469.0ms (3.7%)

Memory

-15.4MiB live, 336.5MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.26171875	(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #s(approx (pow (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))))
accuracy	0.26953125	(*.f64 (log.f64 y) x)
accuracy	35.87269181859154	#s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))
accuracy	35.89237138177917	#s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (*.f64 (log.f64 y) x))
accuracy	0.0234375	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z x) (log.f64 y)) x))) t)
accuracy	0.42868740918646464	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z x) (log.f64 y)) x)))
accuracy	2.6175432037289057	(*.f64 (fma.f64 (neg.f64 y) (/.f64 z x) (log.f64 y)) x)
accuracy	6.120220295875407	(fma.f64 (neg.f64 y) (/.f64 z x) (log.f64 y))
accuracy	0	(neg.f64 y)
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0.015625	(*.f64 (log1p.f64 (neg.f64 y)) z)
accuracy	53.2970690860592	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
accuracy	0	(neg.f64 t)
accuracy	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (+ (log y) (/ (+ ( (log (+ 1 (neg y))) z) (neg t)) x)) (/.f64 (neg.f64 t) x)) x))
accuracy	10.485486966505906	(.f64 #s(approx (+ (log y) (/ (+ ( (log (+ 1 (neg y))) z) (neg t)) x)) (/.f64 (neg.f64 t) x)) x)
accuracy	36.64789602886188	#s(approx (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (/.f64 (neg.f64 t) x))
accuracy	0.0078125	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
accuracy	0.12890625	(fma.f64 (log.f64 y) x (neg.f64 t))
accuracy	0.15625	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
accuracy	0.21875	(/.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)))))

Samples

165.0ms	134×	0	valid
126.0ms	122×	1	valid

Compiler

Compiled 379 to 41 computations (89.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 257.0ms

ival-mult: 147.0ms (57.3% of total)

ival-div: 36.0ms (14% of total)

ival-log: 34.0ms (13.2% of total)

ival-add: 14.0ms (5.5% of total)

adjust: 10.0ms (3.9% of total)

ival-pow: 6.0ms (2.3% of total)

ival-sub: 4.0ms (1.6% of total)

ival-log1p: 2.0ms (0.8% of total)

ival-neg: 2.0ms (0.8% of total)

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

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

exact: 0.0ms (0% of total)

series225.0ms (1.8%)

Memory

-17.0MiB live, 284.3MiB allocated

Counts

24 → 876

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

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

12 calls:

Time	Variable		Point	Expression
35.0ms	y	@	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) (* (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) x) (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (/ (neg t) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (neg y) (* (+ (* (neg y) (/ z x)) (log y)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (log y) x) (log y) (+ (* (log y) x) (neg t)) (neg t) (+ (* (neg y) (/ z x)) (log y)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)))
33.0ms	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) (* (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) x) (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (/ (neg t) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (neg y) (* (+ (* (neg y) (/ z x)) (log y)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (log y) x) (log y) (+ (* (log y) x) (neg t)) (neg t) (+ (* (neg y) (/ z x)) (log y)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)))
14.0ms	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) (* (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) x) (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (/ (neg t) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (neg y) (* (+ (* (neg y) (/ z x)) (log y)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (log y) x) (log y) (+ (* (log y) x) (neg t)) (neg t) (+ (* (neg y) (/ z x)) (log y)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)))
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) (* (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) x) (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (/ (neg t) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (neg y) (* (+ (* (neg y) (/ z x)) (log y)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (log y) x) (log y) (+ (* (log y) x) (neg t)) (neg t) (+ (* (neg y) (/ z x)) (log y)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)))
11.0ms	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) (* (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) x) (+ (log y) (/ (+ (* (log (+ 1 (neg y))) z) (neg t)) x)) (/ (neg t) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (neg y) (* (+ (* (neg y) (/ z x)) (log y)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (log y) x) (log y) (+ (* (log y) x) (neg t)) (neg t) (+ (* (neg y) (/ z x)) (log y)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)))

simplify438.0ms (3.4%)

Memory

20.3MiB live, 330.8MiB allocated

Algorithm

1×	egg-herbie

Rules

5 794×	`lower-fma.f64`
5 794×	`lower-fma.f32`
5 060×	`lower-*.f64`
5 060×	`lower-*.f32`
3 372×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1335	19237
1	4474	18000
0	8106	16613

Stop Event

1×	iter limit
1×	node limit

Counts

876 → 874

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

rewrite339.0ms (2.7%)

Memory

26.1MiB live, 415.5MiB allocated

Rules

4 654×	`lower-/.f32`
4 644×	`lower-/.f64`
4 144×	`lower-*.f32`
4 132×	`lower-*.f64`
3 654×	`lower-fma.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	384
0	78	371
1	325	368
2	2416	368
0	8606	356

Stop Event

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

Counts

24 → 860

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

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

eval569.0ms (4.5%)

Memory: 1.0MiB live, 811.5MiB allocated
Compiler: Compiled 79 384 to 5 719 computations (92.8% saved)

prune288.0ms (2.3%)

Memory

4.5MiB live, 203.5MiB allocated

Pruning

33 alts after pruning (25 fresh and 8 done)

	Pruned	Kept	Total
New	2 391	18	2 409
Fresh	5	7	12
Picked	3	2	5
Done	0	6	6
Total	2 399	33	2 432

Accuracy

100.0%

Counts

2 432 → 33

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.6%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
✓	84.9%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))
	58.3%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
	56.4%	(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal -1 binary64)) (.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) t) #s(literal 1 binary64))) (.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) t) (pow.f64 (.f64 x (log.f64 y)) #s(literal -1 binary64))))
	40.5%	(/.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t))
	39.9%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (pow.f64 t #s(literal 3 binary64))) #s(literal 1 binary64) (.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (.f64 x (log.f64 y)))) (.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))) #s(literal 1 binary64))))))
	69.7%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t t)) #s(literal 1 binary64) (.f64 (+.f64 #s(literal 0 binary64) t) (.f64 x (log.f64 y)))) (.f64 (+.f64 #s(literal 0 binary64) t) #s(literal 1 binary64))))))
	43.9%	(/.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))))
	44.0%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (fma.f64 (/.f64 (-.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64))))) x) #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) (log.f64 y))) (neg.f64 x))))
	42.1%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	95.5%	(-.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)
✓	99.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
✓	84.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	82.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (/.f64 (.f64 (-.f64 (pow.f64 (.f64 (/.f64 z x) y) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x) (-.f64 (/.f64 (*.f64 z (neg.f64 y)) x) (log.f64 y))))) t)
✓	86.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z x) (log.f64 y)) x))) t)
	88.3%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
	40.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
✓	56.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
	42.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 #s(approx (+ ( (neg y) (/ z x)) (log y)) (*.f64 (neg.f64 y) (/.f64 z x))) x))) t)
	20.3%	(.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))) #s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (pow.f64 (pow.f64 (*.f64 x (log.f64 y)) #s(literal -1/2 binary64)) #s(literal 2 binary64)))))
	43.9%	(.f64 #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (.f64 (log.f64 y) x)) (.f64 #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x)) #s(approx (pow (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))))
	2.2%	(.f64 #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (.f64 (log.f64 y) x)) #s(approx ( (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) #s(literal -1 binary64)))
	56.6%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
	83.5%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t))
	44.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
	22.9%	#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)))
	16.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (+ (log y) (/ (+ ( (log (+ 1 (neg y))) z) (neg t)) x)) (/.f64 (-.f64 (.f64 #s(literal 0 binary64) x) (.f64 x t)) (*.f64 x x))) x))
✓	28.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (+ (log y) (/ (+ ( (log (+ 1 (neg y))) z) (neg t)) x)) (/.f64 (neg.f64 t) x)) x))
	28.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (+ (log y) (/ (+ ( (log (+ 1 (neg y))) z) (neg t)) x)) (/.f64 #s(literal 1 binary64) (/.f64 (neg.f64 x) t))) x))
	71.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (+ (log y) (/ (+ ( (log (+ 1 (neg y))) z) (neg t)) x)) (-.f64 (log.f64 y) (/.f64 t x))) x))
	16.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
	16.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
✓	42.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 464 to 666 computations (54.5% saved)

regimes159.0ms (1.2%)

Memory

-36.7MiB live, 148.6MiB allocated

Counts

52 → 1

Calls

Call 1

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

Outputs
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))

Calls

6 calls:

28.0ms	t
24.0ms	z
22.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
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
99.8%	1	`x`
99.8%	1	`y`
99.8%	1	`z`
99.8%	1	`t`
99.8%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.8%	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)

regimes96.0ms (0.8%)

Memory

7.0MiB live, 44.9MiB allocated

Counts

27 → 1

Calls

Call 1

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

Calls

6 calls:

54.0ms	x
8.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
8.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
8.0ms	t
8.0ms	z

Results

Accuracy	Segments	Branch
99.6%	1	`x`
99.6%	1	`y`
99.6%	1	`z`
99.6%	1	`t`
99.6%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.6%	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)

regimes75.0ms (0.6%)

Memory

10.7MiB live, 49.6MiB allocated

Counts

21 → 1

Calls

Call 1

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

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:

41.0ms	y
7.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
7.0ms	z
7.0ms	t
7.0ms	x

Results

Accuracy	Segments	Branch
99.6%	1	`x`
99.6%	1	`y`
99.6%	1	`z`
99.6%	1	`t`
99.6%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.6%	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)

regimes55.0ms (0.4%)

Memory

18.0MiB live, 55.1MiB allocated

Counts

20 → 3

Calls

Call 1

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

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) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))

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

Calls

6 calls:

23.0ms	t
6.0ms	x
6.0ms	y
6.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	z

Results

Accuracy	Segments	Branch
94.4%	3	`x`
84.9%	1	`y`
90.9%	3	`z`
93.8%	3	`t`
93.3%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
94.0%	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)

regimes18.0ms (0.1%)

Memory

-33.3MiB live, 9.7MiB allocated

Counts

16 → 3

Calls

Call 1

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

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

Calls

1 calls:

5.0ms

Results

Accuracy	Segments	Branch
94.2%	3	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes6.0ms (0%)

Memory

5.5MiB live, 5.5MiB allocated

Counts

15 → 3

Calls

Call 1

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

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

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

Calls

1 calls:

5.0ms

Results

Accuracy	Segments	Branch
94.2%	3	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes31.0ms (0.2%)

Memory

21.4MiB live, 60.6MiB allocated

Counts

14 → 3

Calls

Call 1

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

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

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

Calls

6 calls:

6.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
5.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms	x
5.0ms	t
5.0ms	z

Results

Accuracy	Segments	Branch
58.2%	2	`y`
61.5%	3	`z`
62.3%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
68.2%	3	`t`
81.8%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
82.9%	3	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes25.0ms (0.2%)

Memory

13.2MiB live, 51.5MiB allocated

Counts

11 → 1

Calls

Call 1

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

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

Calls

6 calls:

5.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms	x
4.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
4.0ms	y
4.0ms	t

Results

Accuracy	Segments	Branch
56.4%	1	`y`
56.4%	1	`z`
56.4%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
56.4%	1	`t`
56.4%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
56.4%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes33.0ms (0.3%)

Memory

-16.9MiB live, 21.6MiB allocated

Counts

2 → 3

Calls

Call 1

Inputs
#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:

24.0ms	x
2.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	y
2.0ms	t

Results

Accuracy	Segments	Branch
49.4%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
42.3%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
47.2%	3	`z`
51.0%	3	`t`
42.3%	1	`y`
42.3%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes6.0ms (0%)

Memory

12.8MiB live, 12.8MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

Inputs
#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:

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	z
1.0ms	y

Results

Accuracy	Segments	Branch
42.3%	1	`y`
42.3%	1	`z`
42.3%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
42.3%	1	`t`

Compiler

Compiled 16 to 24 computations (-50% saved)

bsearch128.0ms (1%)

Memory

-9.7MiB live, 143.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
53.0ms	1.087501212738424e-159	2.762720870264273e-154
70.0ms	-4.747877638132548e-27	-2.7390368390548384e-46

Samples

94.0ms	129×	1	valid
15.0ms	175×	0	valid

Compiler

Compiled 301 to 380 computations (-26.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 82.0ms

ival-log: 64.0ms (78% of total)

ival-mult: 8.0ms (9.7% of total)

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

adjust: 3.0ms (3.7% 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)

bsearch59.0ms (0.5%)

Memory

-15.0MiB live, 66.5MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
53.0ms	1.087501212738424e-159	2.762720870264273e-154
1.0ms	-4.747877638132548e-27	-2.7390368390548384e-46

Samples

26.0ms	69×	0	valid
22.0ms	59×	1	valid

Compiler

Compiled 301 to 380 computations (-26.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 43.0ms

ival-log: 36.0ms (83.5% of total)

adjust: 2.0ms (4.6% of total)

ival-mult: 2.0ms (4.6% of total)

ival-sub: 2.0ms (4.6% of total)

ival-add: 1.0ms (2.3% of total)

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

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

exact: 0.0ms (0% of total)

bsearch2.0ms (0%)

Memory

5.8MiB live, 5.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	1.087501212738424e-159	2.762720870264273e-154
1.0ms	-4.747877638132548e-27	-2.7390368390548384e-46

Compiler

Compiled 301 to 380 computations (-26.2% saved)

bsearch74.0ms (0.6%)

Memory

-15.9MiB live, 116.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
44.0ms	1.4583648773435905e-11	0.0007214741293701521
25.0ms	-3.7094751632364184e+64	-1.3281634288650214e+62

Samples

41.0ms	82×	1	valid
16.0ms	190×	0	valid

Compiler

Compiled 237 to 325 computations (-37.1% saved)

Precisions

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

ival-log: 21.0ms (43.8% of total)

ival-mult: 19.0ms (39.6% of total)

ival-sub: 3.0ms (6.3% of total)

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

adjust: 2.0ms (4.2% of total)

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

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

exact: 0.0ms (0% of total)

bsearch84.0ms (0.7%)

Memory

33.7MiB live, 148.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
42.0ms	1.277326326511764e-80	2.5881348728307265e-68
37.0ms	-2.0141611766691453e-40	-9.232075874138404e-51

Samples

50.0ms	123×	1	valid
17.0ms	197×	0	valid

Compiler

Compiled 196 to 339 computations (-73% saved)

Precisions

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

ival-log: 34.0ms (69% of total)

ival-mult: 6.0ms (12.2% of total)

ival-sub: 4.0ms (8.1% of total)

adjust: 3.0ms (6.1% of total)

ival-add: 2.0ms (4.1% of total)

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

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

exact: 0.0ms (0% of total)

simplify55.0ms (0.4%)

Memory

-11.1MiB live, 108.9MiB allocated

Algorithm

1×	egg-herbie

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	73	441
1	93	441
2	109	441
3	117	441
4	118	441

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(if (<=.f64 x #s(literal -8563486156235759/356811923176489970264571492362373784095686656 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 7729075046034517/60383398797144661635864873295812302254670739526663046854019300803929986598274381633378027602842540280663494000492221518396329354078796682120982948022923136698390325231616 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))))
(if (<=.f64 x #s(literal -8563486156235759/356811923176489970264571492362373784095686656 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 7110749042351755/15458150092069033378781407563727949377195709318825739994628941005806076569158241698144775066327690311849854464126008708709460314644171950622971634693868322994787923259293696 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) (fma.f64 (log.f64 y) x #s(approx (+ ( (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))))
(if (<=.f64 x #s(literal -8563486156235759/356811923176489970264571492362373784095686656 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 7110749042351755/15458150092069033378781407563727949377195709318825739994628941005806076569158241698144775066327690311849854464126008708709460314644171950622971634693868322994787923259293696 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.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 -560000000000000028746703474599845807831079984147315096236851200 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 1498797955988901/2305843009213693952 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
(if (<=.f64 t #s(literal -7404770507945427/1645504557321206042154969182557350504982735865633579863348609024 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 55948864096101/31082702275611665134711390509176302506278509424834232340028998555822468563283335970816 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))

Outputs
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z 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 x #s(literal -8563486156235759/356811923176489970264571492362373784095686656 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 7729075046034517/60383398797144661635864873295812302254670739526663046854019300803929986598274381633378027602842540280663494000492221518396329354078796682120982948022923136698390325231616 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))))
(if (<=.f64 x #s(literal -8563486156235759/356811923176489970264571492362373784095686656 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 7729075046034517/60383398797144661635864873295812302254670739526663046854019300803929986598274381633378027602842540280663494000492221518396329354078796682120982948022923136698390325231616 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))))
(if (<=.f64 x #s(literal -8563486156235759/356811923176489970264571492362373784095686656 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 7110749042351755/15458150092069033378781407563727949377195709318825739994628941005806076569158241698144775066327690311849854464126008708709460314644171950622971634693868322994787923259293696 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) (fma.f64 (log.f64 y) x #s(approx (+ ( (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))))
(if (<=.f64 x #s(literal -8563486156235759/356811923176489970264571492362373784095686656 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 7110749042351755/15458150092069033378781407563727949377195709318825739994628941005806076569158241698144775066327690311849854464126008708709460314644171950622971634693868322994787923259293696 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) (fma.f64 (log.f64 y) x #s(approx (+ ( (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))))
(if (<=.f64 x #s(literal -8563486156235759/356811923176489970264571492362373784095686656 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 7110749042351755/15458150092069033378781407563727949377195709318825739994628941005806076569158241698144775066327690311849854464126008708709460314644171950622971634693868322994787923259293696 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.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 -8563486156235759/356811923176489970264571492362373784095686656 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 7110749042351755/15458150092069033378781407563727949377195709318825739994628941005806076569158241698144775066327690311849854464126008708709460314644171950622971634693868322994787923259293696 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.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 -560000000000000028746703474599845807831079984147315096236851200 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 1498797955988901/2305843009213693952 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (<=.f64 x #s(literal -560000000000000028746703474599845807831079984147315096236851200 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 1498797955988901/2305843009213693952 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
(if (<=.f64 t #s(literal -7404770507945427/1645504557321206042154969182557350504982735865633579863348609024 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 55948864096101/31082702275611665134711390509176302506278509424834232340028998555822468563283335970816 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))

soundness1.1s (8.3%)

Memory

-1.6MiB live, 839.5MiB allocated

Rules

22 162×	`lower-fma.f64`
22 162×	`lower-fma.f32`
9 032×	`lower-fma.f64`
9 032×	`lower-fma.f32`
7 024×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1335	19237
1	4474	18000
0	8106	16613
0	192	1688
1	585	1578
2	1784	1526
3	5194	1494
0	8309	1337
0	953	14416
1	3197	13343
0	8134	12056
0	12	38
0	19	38
1	67	38
2	506	38
3	6739	38
0	8211	32

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

Compiler

Compiled 382 to 262 computations (31.4% saved)

preprocess126.0ms (1%)

Memory: 3.0MiB live, 156.1MiB allocated
Compiler: Compiled 444 to 180 computations (59.5% 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%)

analyze78.0ms (0.6%)

sample2.4s (19.2%)

explain287.0ms (2.2%)

preprocess153.0ms (1.2%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify28.0ms (0.2%)

localize100.0ms (0.8%)

series247.0ms (1.9%)

simplify310.0ms (2.4%)

rewrite306.0ms (2.4%)

eval54.0ms (0.4%)

prune54.0ms (0.4%)

simplify280.0ms (2.2%)

localize153.0ms (1.2%)

series161.0ms (1.3%)

simplify767.0ms (6%)

rewrite302.0ms (2.4%)

eval359.0ms (2.8%)

prune171.0ms (1.3%)

simplify254.0ms (2%)

localize281.0ms (2.2%)

series193.0ms (1.5%)

simplify295.0ms (2.3%)

rewrite275.0ms (2.2%)

eval453.0ms (3.6%)

prune94.0ms (0.7%)

simplify229.0ms (1.8%)

localize469.0ms (3.7%)

series225.0ms (1.8%)

simplify438.0ms (3.4%)

rewrite339.0ms (2.7%)

eval569.0ms (4.5%)

prune288.0ms (2.3%)

regimes159.0ms (1.2%)

regimes96.0ms (0.8%)

regimes75.0ms (0.6%)

regimes55.0ms (0.4%)

regimes18.0ms (0.1%)

regimes6.0ms (0%)

regimes31.0ms (0.2%)

regimes25.0ms (0.2%)

regimes33.0ms (0.3%)

regimes6.0ms (0%)

bsearch128.0ms (1%)

bsearch59.0ms (0.5%)

bsearch2.0ms (0%)

bsearch74.0ms (0.6%)

bsearch84.0ms (0.7%)

simplify55.0ms (0.4%)

soundness1.1s (8.3%)

preprocess126.0ms (1%)

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