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

analyze83.0ms (0.6%)

Memory

-1.6MiB live, 79.4MiB 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 (16.2%)

Memory

-9.6MiB live, 2 503.7MiB allocated

Samples

1.4s	2 417×	1	valid
637.0ms	5 839×	0	valid
0.0ms	6×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 1.4s

ival-log: 834.0ms (59.8% of total)

ival-sub: 205.0ms (14.7% of total)

ival-mult: 196.0ms (14.1% of total)

ival-add: 82.0ms (5.9% of total)

adjust: 62.0ms (4.4% of total)

ival-true: 7.0ms (0.5% of total)

exact: 6.0ms (0.4% of total)

ival-assert: 3.0ms (0.2% of total)

Bogosity

preprocess163.0ms (1.1%)

Memory

4.4MiB live, 88.8MiB 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 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))

explain342.0ms (2.3%)

Memory

7.4MiB live, 523.2MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
255	-	-	`(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	255	0

Confusion

	Predicted +	Predicted -
+	35	0
-	220	1

Precision

0.13725490196078433

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	35	0	0
-	220	0	1

Precision?

0.13725490196078433

Recall?

1.0

Freqs

test

number	freq
0	1
1	255

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

138.0ms	394×	1	valid
66.0ms	102×	2	valid
3.0ms	16×	0	valid

Compiler

Compiled 134 to 52 computations (61.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 166.0ms

ival-log: 89.0ms (53.6% of total)

adjust: 34.0ms (20.5% of total)

ival-add: 16.0ms (9.6% of total)

ival-mult: 14.0ms (8.4% of total)

ival-sub: 11.0ms (6.6% of total)

ival-true: 1.0ms (0.6% of total)

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

exact: 0.0ms (0% of total)

eval0.0ms (0%)

Memory: 0.5MiB live, 0.5MiB allocated
Compiler: Compiled 4 to 4 computations (0% saved)

prune1.0ms (0%)

Memory

1.8MiB live, 1.8MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	86.9%	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Compiler

Compiled 17 to 12 computations (29.4% saved)

simplify29.0ms (0.2%)

Memory

16.9MiB live, 55.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
✓	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 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))
(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
(fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))
(*.f64 x (log.f64 y))
x
(log.f64 y)
y
(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
(*.f64 z (log1p.f64 (neg.f64 y)))
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

localize116.0ms (0.8%)

Memory

19.1MiB live, 244.0MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
✓	accuracy	100.0%	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
✓	accuracy	99.5%	(*.f64 x (log.f64 y))
✓	accuracy	7.6%	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

72.0ms	197×	1	valid
23.0ms	51×	2	valid
1.0ms	8×	0	valid

Compiler

Compiled 50 to 14 computations (72% saved)

Precisions

Click to see histograms. Total time spent on operations: 78.0ms

ival-log: 50.0ms (64.4% of total)

ival-mult: 12.0ms (15.5% of total)

adjust: 7.0ms (9% of total)

ival-sub: 5.0ms (6.4% of total)

ival-add: 2.0ms (2.6% of total)

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

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

exact: 0.0ms (0% of total)

series303.0ms (2%)

Memory

-36.8MiB live, 257.7MiB allocated

Counts

5 → 144

Calls

Call 1

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

Outputs
#<alt (* z (log (- 1 y)))>
#<alt (+ (* x (log y)) (* z (log (- 1 y))))>
#<alt (+ (* x (log y)) (* z (log (- 1 y))))>
#<alt (+ (* x (log y)) (* z (log (- 1 y))))>
#<alt (* x (log y))>
#<alt (* x (+ (log y) (/ (* z (log (- 1 y))) x)))>
#<alt (* x (+ (log y) (/ (* z (log (- 1 y))) x)))>
#<alt (* x (+ (log y) (/ (* z (log (- 1 y))) x)))>
#<alt (* x (log y))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))>
#<alt (* x (log y))>
#<alt (+ (* -1 (* y z)) (* x (log y)))>
#<alt (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))>
#<alt (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))))>
#<alt (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))>
#<alt (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))>
#<alt (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))>
#<alt (+ (* -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)))))))))>
#<alt (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y))))))>
#<alt (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))>
#<alt (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))>
#<alt (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))>
#<alt (* x (log y))>
#<alt (+ (* x (log y)) (* z (log (- 1 y))))>
#<alt (+ (* x (log y)) (* z (log (- 1 y))))>
#<alt (+ (* x (log y)) (* z (log (- 1 y))))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (+ (log (- 1 y)) (/ (* x (log y)) z)))>
#<alt (* z (+ (log (- 1 y)) (/ (* x (log y)) z)))>
#<alt (* z (+ (log (- 1 y)) (/ (* x (log y)) z)))>
#<alt (* z (log (- 1 y)))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))>
#<alt (* -1 y)>
#<alt (* y (- (* -1/2 y) 1))>
#<alt (* y (- (* y (- (* -1/3 y) 1/2)) 1))>
#<alt (* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))>
#<alt (+ (log -1) (* -1 (log (/ 1 y))))>
#<alt (- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))>
#<alt (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))>
#<alt (- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))>
#<alt (* -1 (log (/ -1 y)))>
#<alt (- (* -1 (log (/ -1 y))) (/ 1 y))>
#<alt (+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))>
#<alt (+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))>
#<alt (- (* z (log (- 1 y))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (* x (log y))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (log y))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (- (* x (log y)) t)>
#<alt (- (+ (* -1 (* y z)) (* x (log y))) t)>
#<alt (- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)>
#<alt (- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)>
#<alt (- (+ (* -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)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) t)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)>
#<alt (- (+ (* -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)>
#<alt (- (* x (log y)) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (* z (log (- 1 y)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (log (- 1 y)))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))>
#<alt (+ (* x (log y)) (* z (log (- 1 y))))>
#<alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))>
#<alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))>
#<alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))>
#<alt (* -1 t)>
#<alt (* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))>
#<alt (* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))>
#<alt (* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))>
#<alt (* -1 t)>
#<alt (* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))>
#<alt (* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))>
#<alt (* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* -1 (* x (log (/ 1 y))))>
#<alt (* -1 (* x (log (/ 1 y))))>
#<alt (* -1 (* x (log (/ 1 y))))>
#<alt (* -1 (* x (log (/ 1 y))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 y)))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 y)))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 y)))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 y)))))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (log (- 1 y)))>
#<alt (* z (log (- 1 y)))>
#<alt (* -1 (* y z))>
#<alt (* y (+ (* -1 z) (* -1/2 (* y z))))>
#<alt (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))>
#<alt (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))>
#<alt (* z (+ (log -1) (* -1 (log (/ 1 y)))))>
#<alt (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))>
#<alt (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))>
#<alt (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))>
#<alt (* -1 (* z (log (/ -1 y))))>
#<alt (+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ z y)))>
#<alt (+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* 1/2 (/ z y))) y)))>
#<alt (+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)))>

Calls

36 calls:

Time	Variable		Point	Expression
181.0ms	y	@	-inf	(* x (log y))
40.0ms	x	@	0	(* x (log y))
37.0ms	z	@	0	(* z (log (- 1 y)))
13.0ms	y	@	0	(* x (log y))
12.0ms	x	@	0	(+ (* x (log y)) (* z (log (- 1 y))))

simplify529.0ms (3.5%)

Memory

7.7MiB live, 887.3MiB 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	588	1578
2	1828	1526
3	5269	1494
0	8403	1337

Stop Event

1×	iter limit
1×	node limit

Counts

144 → 144

Calls

Call 1

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

rewrite423.0ms (2.8%)

Memory

3.6MiB live, 678.3MiB allocated

Algorithm

1×	batch-egg-rewrite

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

eval47.0ms (0.3%)

Memory: 18.5MiB live, 135.4MiB allocated
Compiler: Compiled 12 185 to 1 109 computations (90.9% saved)

prune84.0ms (0.6%)

Memory

-20.1MiB live, 147.9MiB 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

99.9%

Counts

385 → 15

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	33.1%	(/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 3 binary64)) (.f64 t (.f64 t 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))))
▶	51.2%	(/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t)))
	99.5%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))))
	69.7%	(-.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 (.f64 x x) (-.f64 (.f64 x (log.f64 y)) (.f64 z (log1p.f64 (neg.f64 y))))) (neg.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (-.f64 (.f64 x (log.f64 y)) (.f64 z (log1p.f64 (neg.f64 y))))))) t)
	69.4%	(-.f64 (fma.f64 (.f64 (log.f64 y) (.f64 x x)) (/.f64 (log.f64 y) (-.f64 (.f64 x (log.f64 y)) (.f64 z (log1p.f64 (neg.f64 y))))) (neg.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (-.f64 (.f64 x (log.f64 y)) (*.f64 z (log1p.f64 (neg.f64 y))))))) t)
	95.1%	(-.f64 (fma.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 x (-.f64 (.f64 x (log.f64 y)) (.f64 z (log1p.f64 (neg.f64 y))))) (neg.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (-.f64 (.f64 x (log.f64 y)) (.f64 z (log1p.f64 (neg.f64 y))))))) t)
▶	86.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
	99.2%	(.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t)) (.f64 (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t)))))
	32.8%	(.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)) (fma.f64 t (.f64 t t) (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 3 binary64)))) (fma.f64 t (-.f64 t (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y)))) (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64))))
	51.1%	(.f64 (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t))) (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (*.f64 t t)))
	54.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))
▶	99.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
	14.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
	46.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
▶	41.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 844 to 402 computations (52.4% saved)

simplify589.0ms (3.9%)

Memory

2.6MiB live, 1 068.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 3 binary64))
✓	cost-diff	0	(-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 3 binary64)) (.f64 t (*.f64 t t)))
✓	cost-diff	0	(/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 3 binary64)) (.f64 t (.f64 t 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))))
✓	cost-diff	6144	(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)))
✓	cost-diff	0	(fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))
✓	cost-diff	0	(pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64))
✓	cost-diff	0	(-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t))
✓	cost-diff	21184	(/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t)))
✓	cost-diff	0	(log.f64 y)
✓	cost-diff	0	(*.f64 x (log.f64 y))
✓	cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))
✓	cost-diff	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) 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	(log.f64 y)
✓	cost-diff	0	(*.f64 x (log.f64 y))
✓	cost-diff	0	(-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))

Rules

24 458×	`lower-fma.f32`
24 448×	`lower-fma.f64`
4 160×	`lower-*.f32`
4 154×	`lower-*.f64`
3 448×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	37	355
0	61	326
1	118	326
2	234	326
3	648	326
4	2033	326
5	4188	326
0	8004	326

Stop Event

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

Calls

Call 1

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

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

localize214.0ms (1.4%)

Memory

-11.2MiB live, 280.7MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	accuracy	99.5%	(pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 3 binary64))
✓	accuracy	99.5%	(*.f64 x (log.f64 y))
✓	accuracy	90.8%	(-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 3 binary64)) (.f64 t (*.f64 t t)))
✓	accuracy	35.1%	(/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 3 binary64)) (.f64 t (.f64 t 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))))
✓	accuracy	99.6%	(pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64))
✓	accuracy	99.5%	(*.f64 x (log.f64 y))
✓	accuracy	91.7%	(-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t))
✓	accuracy	51.8%	(/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t)))
✓	accuracy	100.0%	(log.f64 y)
✓	accuracy	100.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
✓	accuracy	99.5%	(*.f64 x (log.f64 y))
✓	accuracy	77.2%	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))
✓	accuracy	100.0%	(neg.f64 t)
✓	accuracy	41.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
✓	accuracy	100.0%	(-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t))
✓	accuracy	100.0%	(log.f64 y)
✓	accuracy	100.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
✓	accuracy	99.5%	(*.f64 x (log.f64 y))

Samples

76.0ms	103×	1	valid
47.0ms	153×	0	valid

Compiler

Compiled 397 to 36 computations (90.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 89.0ms

ival-log: 33.0ms (37.2% of total)

ival-mult: 14.0ms (15.8% of total)

ival-add: 9.0ms (10.1% of total)

adjust: 8.0ms (9% of total)

ival-sub: 7.0ms (7.9% of total)

ival-pow: 6.0ms (6.8% of total)

ival-div: 4.0ms (4.5% of total)

ival-pow2: 3.0ms (3.4% of total)

ival-log1p: 2.0ms (2.3% of total)

ival-neg: 2.0ms (2.3% of total)

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

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

exact: 0.0ms (0% of total)

series129.0ms (0.9%)

Memory

-1.9MiB live, 155.6MiB allocated

Counts

16 → 624

Calls

Call 1

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

Outputs
#<alt (- (* z (log (- 1 y))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (* x (log y))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (log y))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (- (* x (log y)) t)>
#<alt (- (+ (* -1 (* y z)) (* x (log y))) t)>
#<alt (- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)>
#<alt (- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)>
#<alt (- (+ (* -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)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) t)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)>
#<alt (- (+ (* -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)>
#<alt (- (* x (log y)) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (* z (log (- 1 y)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (log (- 1 y)))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))>
#<alt (+ (* x (log y)) (* z (log (- 1 y))))>
#<alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))>
#<alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))>
#<alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))>
#<alt (* -1 t)>
#<alt (* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))>
#<alt (* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))>
#<alt (* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))>
#<alt (* -1 t)>
#<alt (* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))>
#<alt (* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))>
#<alt (* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))>
#<alt (* -1 (+ t (* y z)))>
#<alt (- (* x (log y)) (+ t (* y z)))>
#<alt (- (* x (log y)) (+ t (* y z)))>
#<alt (- (* x (log y)) (+ t (* y z)))>
#<alt (* x (log y))>
#<alt (* x (+ (log y) (* -1 (/ (+ t (* y z)) x))))>
#<alt (* x (+ (log y) (* -1 (/ (+ t (* y z)) x))))>
#<alt (* x (+ (log y) (* -1 (/ (+ t (* y z)) x))))>
#<alt (* x (log y))>
#<alt (* -1 (* x (+ (* -1 (log y)) (+ (/ t x) (/ (* y z) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (+ (/ t x) (/ (* y z) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (+ (/ t x) (/ (* y z) x)))))>
#<alt (- (* x (log y)) t)>
#<alt (- (+ (* -1 (* y z)) (* x (log y))) t)>
#<alt (- (+ (* -1 (* y z)) (* x (log y))) t)>
#<alt (- (+ (* -1 (* y z)) (* x (log y))) t)>
#<alt (* -1 (* y z))>
#<alt (* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ z (/ t y))))>
#<alt (* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ z (/ t y))))>
#<alt (* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ z (/ t y))))>
#<alt (* -1 (* y z))>
#<alt (* -1 (* y (- (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) t) y)) (* -1 z))))>
#<alt (* -1 (* y (- (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) t) y)) (* -1 z))))>
#<alt (* -1 (* y (- (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) t) y)) (* -1 z))))>
#<alt (- (* x (log y)) t)>
#<alt (- (+ (* -1 (* y z)) (* x (log y))) t)>
#<alt (- (+ (* -1 (* y z)) (* x (log y))) t)>
#<alt (- (+ (* -1 (* y z)) (* x (log y))) t)>
#<alt (* -1 (* y z))>
#<alt (* z (- (/ (* x (log y)) z) (+ y (/ t z))))>
#<alt (* z (- (/ (* x (log y)) z) (+ y (/ t z))))>
#<alt (* z (- (/ (* x (log y)) z) (+ y (/ t z))))>
#<alt (* -1 (* y z))>
#<alt (* -1 (* z (- (* -1 (/ (- (* x (log y)) t) z)) (* -1 y))))>
#<alt (* -1 (* z (- (* -1 (/ (- (* x (log y)) t) z)) (* -1 y))))>
#<alt (* -1 (* z (- (* -1 (/ (- (* x (log y)) t) z)) (* -1 y))))>
#<alt (- (* x (log y)) (* y z))>
#<alt (- (+ (* -1 t) (* x (log y))) (* y z))>
#<alt (- (+ (* -1 t) (* x (log y))) (* y z))>
#<alt (- (+ (* -1 t) (* x (log y))) (* y z))>
#<alt (* -1 t)>
#<alt (* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))>
#<alt (* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))>
#<alt (* t (- (/ (* x (log y)) t) (+ 1 (/ (* y z) t))))>
#<alt (* -1 t)>
#<alt (* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))>
#<alt (* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))>
#<alt (* -1 (* t (+ 1 (* -1 (/ (- (* x (log y)) (* y z)) t)))))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* x (log y))>
#<alt (* -1 (* x (log (/ 1 y))))>
#<alt (* -1 (* x (log (/ 1 y))))>
#<alt (* -1 (* x (log (/ 1 y))))>
#<alt (* -1 (* x (log (/ 1 y))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 y)))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 y)))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 y)))))>
#<alt (* x (+ (log -1) (* -1 (log (/ -1 y)))))>
#<alt (log y)>
#<alt (log y)>
#<alt (log y)>
#<alt (log y)>
#<alt (* -1 (log (/ 1 y)))>
#<alt (* -1 (log (/ 1 y)))>
#<alt (* -1 (log (/ 1 y)))>
#<alt (* -1 (log (/ 1 y)))>
#<alt (+ (log -1) (* -1 (log (/ -1 y))))>
#<alt (+ (log -1) (* -1 (log (/ -1 y))))>
#<alt (+ (log -1) (* -1 (log (/ -1 y))))>
#<alt (+ (log -1) (* -1 (log (/ -1 y))))>
#<alt (- (* z (log (- 1 y))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (* x (log y))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (log y))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (- (* x (log y)) t)>
#<alt (- (+ (* -1 (* y z)) (* x (log y))) t)>
#<alt (- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)>
#<alt (- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)>
#<alt (- (+ (* -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)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) t)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)>
#<alt (- (+ (* -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)>
#<alt (- (* x (log y)) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (* z (log (- 1 y)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (log (- 1 y)))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))>
#<alt (+ (* x (log y)) (* z (log (- 1 y))))>
#<alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))>
#<alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))>
#<alt (+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))>
#<alt (* -1 t)>
#<alt (* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))>
#<alt (* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))>
#<alt (* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))>
#<alt (* -1 t)>
#<alt (* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))>
#<alt (* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))>
#<alt (* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))>
#<alt (* -1 t)>
#<alt (* -1 t)>
#<alt (* -1 t)>
#<alt (* -1 t)>
#<alt (* -1 t)>
#<alt (* -1 t)>
#<alt (* -1 t)>
#<alt (* -1 t)>
#<alt (* -1 t)>
#<alt (* -1 t)>
#<alt (* -1 t)>
#<alt (* -1 t)>
#<alt (- (* z (log (- 1 y))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (* x (log y))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))>
#<alt (* x (log y))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))>
#<alt (- (* x (log y)) t)>
#<alt (- (+ (* -1 (* y z)) (* x (log y))) t)>
#<alt (- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)>
#<alt (- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)>
#<alt (- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)>
#<alt (- (+ (* -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)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) t)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)>
#<alt (- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)>
#<alt (- (+ (* -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)>
#<alt (- (* x (log y)) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (- (+ (* x (log y)) (* z (log (- 1 y)))) t)>
#<alt (* z (log (- 1 y)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))>
#<alt (* z (log (- 1 y)))>
#<alt (* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))>
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#<alt (- (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (* (pow z 2) (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))) (+ (* 1/3 (* z (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2))) (+ (* z (+ (* -1 (* z (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))) (pow z 2))) (* (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) (+ (* -1 (pow z 2)) (* 2/3 (* z (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y))))))))))))) y)) (+ (* -1/2 (* z (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2))) (+ (* 2 (* (pow z 2) (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))) (* (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) (+ (* -1 (* z (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))) (pow z 2)))))) y)) (+ (* 2 (* z (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2))) (* z (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2)))) y)) (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 3)) (pow t 3))>
#<alt (- (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))>
#<alt (- (+ (* x (+ (* 2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2))))) (* (pow z 3) (pow (log (- 1 y)) 3))) (pow t 3))>
#<alt (- (+ (* x (+ (* 2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (+ (* x (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y)))))) (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))))) (* (pow z 3) (pow (log (- 1 y)) 3))) (pow t 3))>
#<alt (- (+ (* x (+ (* 2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (+ (* x (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (+ (* x (pow (log y) 3)) (* z (* (pow (log y) 2) (log (- 1 y))))))) (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))))) (* (pow z 3) (pow (log (- 1 y)) 3))) (pow t 3))>
#<alt (* (pow x 3) (pow (log y) 3))>
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#<alt (* -1 (* (pow x 3) (+ (* -1 (/ (+ (* -1 (/ (+ (* -2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (* -1 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2))))) x)) (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y)))))) x)) (* -1 (pow (log y) 3)))))>
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#<alt (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)>
#<alt (+ (* -1 (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3))>
#<alt (+ (* -1 (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3))>
#<alt (+ (* -1 (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3))>
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#<alt (* (pow t 3) (- (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) 1))>
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#<alt (* (pow t 3) (- (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) 1))>
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#<alt (* -1 (* (pow t 3) (+ 1 (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))))))>
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#<alt (* -1 (* (pow t 3) (+ 1 (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))))))>
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#<alt (+ (* z (+ (* 2 (* (pow x 2) (* (pow (log y) 2) (log (- 1 y))))) (* (pow x 2) (* (pow (log y) 2) (log (- 1 y)))))) (* (pow x 3) (pow (log y) 3)))>
#<alt (+ (* z (+ (* 2 (* (pow x 2) (* (pow (log y) 2) (log (- 1 y))))) (+ (* z (+ (* 2 (* x (* (log y) (pow (log (- 1 y)) 2)))) (* x (* (log y) (pow (log (- 1 y)) 2))))) (* (pow x 2) (* (pow (log y) 2) (log (- 1 y))))))) (* (pow x 3) (pow (log y) 3)))>
#<alt (+ (* z (+ (* 2 (* (pow x 2) (* (pow (log y) 2) (log (- 1 y))))) (+ (* z (+ (* 2 (* x (* (log y) (pow (log (- 1 y)) 2)))) (+ (* x (* (log y) (pow (log (- 1 y)) 2))) (* z (pow (log (- 1 y)) 3))))) (* (pow x 2) (* (pow (log y) 2) (log (- 1 y))))))) (* (pow x 3) (pow (log y) 3)))>
#<alt (* (pow z 3) (pow (log (- 1 y)) 3))>
#<alt (* (pow z 3) (+ (* 2 (/ (* x (* (log y) (pow (log (- 1 y)) 2))) z)) (+ (/ (* x (* (log y) (pow (log (- 1 y)) 2))) z) (pow (log (- 1 y)) 3))))>
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#<alt (* (pow z 3) (+ (* 2 (/ (* x (* (log y) (pow (log (- 1 y)) 2))) z)) (+ (* 2 (/ (* (pow x 2) (* (pow (log y) 2) (log (- 1 y)))) (pow z 2))) (+ (/ (* x (* (log y) (pow (log (- 1 y)) 2))) z) (+ (/ (* (pow x 2) (* (pow (log y) 2) (log (- 1 y)))) (pow z 2)) (+ (/ (* (pow x 3) (pow (log y) 3)) (pow z 3)) (pow (log (- 1 y)) 3)))))))>
#<alt (* (pow z 3) (pow (log (- 1 y)) 3))>
#<alt (* -1 (* (pow z 3) (+ (* -1 (/ (+ (* 2 (* x (* (log y) (pow (log (- 1 y)) 2)))) (* x (* (log y) (pow (log (- 1 y)) 2)))) z)) (* -1 (pow (log (- 1 y)) 3)))))>
#<alt (* -1 (* (pow z 3) (+ (* -1 (/ (+ (* -1 (/ (+ (* -2 (* (pow x 2) (* (pow (log y) 2) (log (- 1 y))))) (* -1 (* (pow x 2) (* (pow (log y) 2) (log (- 1 y)))))) z)) (+ (* 2 (* x (* (log y) (pow (log (- 1 y)) 2)))) (* x (* (log y) (pow (log (- 1 y)) 2))))) z)) (* -1 (pow (log (- 1 y)) 3)))))>
#<alt (* -1 (* (pow z 3) (+ (* -1 (/ (+ (* -1 (/ (+ (* -2 (* (pow x 2) (* (pow (log y) 2) (log (- 1 y))))) (+ (* -1 (* (pow x 2) (* (pow (log y) 2) (log (- 1 y))))) (* -1 (/ (* (pow x 3) (pow (log y) 3)) z)))) z)) (+ (* 2 (* x (* (log y) (pow (log (- 1 y)) 2)))) (* x (* (log y) (pow (log (- 1 y)) 2))))) z)) (* -1 (pow (log (- 1 y)) 3)))))>
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#<alt (+ (* y (+ (* -2 (* (pow x 2) (* z (pow (log y) 2)))) (+ (* -1 (* (pow x 2) (* z (pow (log y) 2)))) (* y (+ (* -1/2 (* (pow x 2) (* z (pow (log y) 2)))) (+ (* 2 (* x (* (pow z 2) (log y)))) (+ (* x (* (log y) (+ (* -1 (* x (* z (log y)))) (pow z 2)))) (* y (+ (* -1 (* z (+ (* -1 (* x (* z (log y)))) (pow z 2)))) (+ (* -1/3 (* (pow x 2) (* z (pow (log y) 2)))) (+ (* x (* (log y) (+ (* -2/3 (* x (* z (log y)))) (pow z 2)))) (* x (* (pow z 2) (log y)))))))))))))) (* (pow x 3) (pow (log y) 3)))>
#<alt (pow (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 3)>
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#<alt (+ (* -2 (/ (* z (pow (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)) y)) (+ (* -1 (/ (* z (pow (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)) y)) (+ (* -1/2 (/ (* z (pow (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)) (pow y 2))) (+ (* 2 (/ (* (pow z 2) (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) (pow y 2))) (+ (/ (* (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) (+ (* -1 (* z (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) (pow z 2))) (pow y 2)) (pow (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 3))))))>
#<alt (+ (* -2 (/ (* z (pow (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)) y)) (+ (* -1 (/ (* z (+ (* -1 (* z (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) (pow z 2))) (pow y 3))) (+ (* -1 (/ (* z (pow (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)) y)) (+ (* -1/2 (/ (* z (pow (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)) (pow y 2))) (+ (* -1/3 (/ (* z (pow (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)) (pow y 3))) (+ (* 2 (/ (* (pow z 2) (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) (pow y 2))) (+ (/ (* (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) (+ (* -1 (* z (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) (pow z 2))) (pow y 2)) (+ (/ (* (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) (+ (* -2/3 (* z (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) (pow z 2))) (pow y 3)) (+ (/ (* (pow z 2) (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) (pow y 3)) (pow (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 3))))))))))>
#<alt (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 3)>
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#<alt (+ (* -1 (/ (+ (* -1 (/ (+ (* -1/2 (* z (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2))) (+ (* 2 (* (pow z 2) (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))) (* (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) (+ (* -1 (* z (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))) (pow z 2))))) y)) (+ (* 2 (* z (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2))) (* z (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2)))) y)) (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 3))>
#<alt (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (* (pow z 2) (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))) (+ (* 1/3 (* z (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2))) (+ (* z (+ (* -1 (* z (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))) (pow z 2))) (* (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) (+ (* -1 (pow z 2)) (* 2/3 (* z (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y))))))))))))) y)) (+ (* -1/2 (* z (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2))) (+ (* 2 (* (pow z 2) (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))) (* (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) (+ (* -1 (* z (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))) (pow z 2)))))) y)) (+ (* 2 (* z (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2))) (* z (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2)))) y)) (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 3))>
#<alt (* (pow z 3) (pow (log (- 1 y)) 3))>
#<alt (+ (* x (+ (* 2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2))))) (* (pow z 3) (pow (log (- 1 y)) 3)))>
#<alt (+ (* x (+ (* 2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (+ (* x (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y)))))) (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))))) (* (pow z 3) (pow (log (- 1 y)) 3)))>
#<alt (+ (* x (+ (* 2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (+ (* x (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (+ (* x (pow (log y) 3)) (* z (* (pow (log y) 2) (log (- 1 y))))))) (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))))) (* (pow z 3) (pow (log (- 1 y)) 3)))>
#<alt (* (pow x 3) (pow (log y) 3))>
#<alt (* (pow x 3) (+ (* 2 (/ (* z (* (pow (log y) 2) (log (- 1 y)))) x)) (+ (/ (* z (* (pow (log y) 2) (log (- 1 y)))) x) (pow (log y) 3))))>
#<alt (* (pow x 3) (+ (* 2 (/ (* z (* (pow (log y) 2) (log (- 1 y)))) x)) (+ (* 2 (/ (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2))) (pow x 2))) (+ (/ (* z (* (pow (log y) 2) (log (- 1 y)))) x) (+ (/ (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2))) (pow x 2)) (pow (log y) 3))))))>
#<alt (* (pow x 3) (+ (* 2 (/ (* z (* (pow (log y) 2) (log (- 1 y)))) x)) (+ (* 2 (/ (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2))) (pow x 2))) (+ (/ (* z (* (pow (log y) 2) (log (- 1 y)))) x) (+ (/ (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2))) (pow x 2)) (+ (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow x 3)) (pow (log y) 3)))))))>
#<alt (* (pow x 3) (pow (log y) 3))>
#<alt (* -1 (* (pow x 3) (+ (* -1 (/ (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y))))) x)) (* -1 (pow (log y) 3)))))>
#<alt (* -1 (* (pow x 3) (+ (* -1 (/ (+ (* -1 (/ (+ (* -2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (* -1 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2))))) x)) (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y)))))) x)) (* -1 (pow (log y) 3)))))>
#<alt (* -1 (* (pow x 3) (+ (* -1 (/ (+ (* -1 (/ (+ (* -2 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (+ (* -1 (* (pow z 2) (* (log y) (pow (log (- 1 y)) 2)))) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) x)))) x)) (+ (* 2 (* z (* (pow (log y) 2) (log (- 1 y))))) (* z (* (pow (log y) 2) (log (- 1 y)))))) x)) (* -1 (pow (log y) 3)))))>

Calls

156 calls:

Time	Variable		Point	Expression
13.0ms	y	@	inf	(/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 3) (* t (* t t))) (+ (* t (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2)))
5.0ms	y	@	-inf	(/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 3) (* t (* t t))) (+ (* t (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2)))
5.0ms	x	@	inf	(- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 3) (* t (* t t)))
4.0ms	y	@	-inf	(/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t)))
4.0ms	y	@	inf	(/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t)))

simplify600.0ms (4%)

Memory

28.4MiB live, 811.7MiB allocated

Algorithm

1×	egg-herbie

Rules

6 864×	`lower-fma.f64`
6 864×	`lower-fma.f32`
5 440×	`lower-*.f64`
5 440×	`lower-*.f32`
5 146×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1695	32310
1	5848	30268
0	8378	28223

Stop Event

1×	iter limit
1×	node limit

Counts

624 → 624

Calls

Call 1

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

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

rewrite921.0ms (6.2%)

Memory

-125.6MiB live, 828.3MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

4 800×	`lower-*.f32`
4 794×	`lower-*.f64`
3 976×	`lower-fma.f32`
3 966×	`lower-fma.f64`
3 726×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	37	243
0	61	188
1	290	188
2	2397	188
0	8405	188

Stop Event

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

Counts

16 → 1 006

Calls

Call 1

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

Outputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 y z t)))
(+.f64 (*.f64 x (log.f64 y)) (neg.f64 (fma.f64 y z t)))
(+.f64 (neg.f64 (fma.f64 y z t)) (*.f64 x (log.f64 y)))
(+.f64 (-.f64 (.f64 x (log.f64 y)) (.f64 y z)) (neg.f64 t))
(-.f64 (*.f64 x (log.f64 y)) (fma.f64 y z t))
(-.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (*.f64 y z))
(-.f64 (-.f64 (.f64 x (log.f64 y)) (.f64 y z)) t)
(-.f64 (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (fma.f64 (fma.f64 y z t) (fma.f64 x (log.f64 y) (fma.f64 y z t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)))) (/.f64 (.f64 (fma.f64 y z t) (.f64 (fma.f64 y z t) (fma.f64 y z t))) (fma.f64 (fma.f64 y z t) (fma.f64 x (log.f64 y) (fma.f64 y z t)) (pow.f64 (*.f64 x (log.f64 y)) #s(literal 2 binary64)))))
(-.f64 (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 x (log.f64 y) (fma.f64 y z t))) (/.f64 (.f64 (fma.f64 y z t) (fma.f64 y z t)) (fma.f64 x (log.f64 y) (fma.f64 y z t))))
(fma.f64 x (log.f64 y) (neg.f64 (fma.f64 y z t)))
(fma.f64 (log.f64 y) x (neg.f64 (fma.f64 y z t)))
(fma.f64 #s(literal -1 binary64) (fma.f64 y z t) (*.f64 x (log.f64 y)))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (fma.f64 y z t) (fma.f64 x (log.f64 y) (fma.f64 y z t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (.f64 (fma.f64 y z t) (.f64 (fma.f64 y z t) (fma.f64 y z t))))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (log.f64 y) (fma.f64 y z t)) (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 (fma.f64 y z t) (fma.f64 y z t)))))
(/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (.f64 (fma.f64 y z t) (.f64 (fma.f64 y z t) (fma.f64 y z t)))) (fma.f64 (fma.f64 y z t) (fma.f64 x (log.f64 y) (fma.f64 y z t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64))))
(/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (.f64 (fma.f64 y z t) (.f64 (fma.f64 y z t) (fma.f64 y z t)))) (+.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (-.f64 (.f64 (fma.f64 y z t) (fma.f64 y z t)) (.f64 (*.f64 x (log.f64 y)) (neg.f64 (fma.f64 y z t))))))
(/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 (fma.f64 y z t) (fma.f64 y z t))) (fma.f64 x (log.f64 y) (fma.f64 y z t)))
(/.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 (fma.f64 y z t) (fma.f64 y z t))) (-.f64 (*.f64 x (log.f64 y)) (neg.f64 (fma.f64 y z t))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (.f64 (fma.f64 y z t) (.f64 (fma.f64 y z t) (fma.f64 y z t))))) (neg.f64 (fma.f64 (fma.f64 y z t) (fma.f64 x (log.f64 y) (fma.f64 y z t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 (fma.f64 y z t) (fma.f64 y z t)))) (neg.f64 (fma.f64 x (log.f64 y) (fma.f64 y z t))))
(/.f64 (-.f64 (pow.f64 (-.f64 (.f64 x (log.f64 y)) (.f64 y z)) #s(literal 3 binary64)) (.f64 t (.f64 t t))) (+.f64 (pow.f64 (-.f64 (.f64 x (log.f64 y)) (.f64 y z)) #s(literal 2 binary64)) (fma.f64 t t (.f64 (-.f64 (.f64 x (log.f64 y)) (*.f64 y z)) t))))
(/.f64 (-.f64 (pow.f64 (-.f64 (.f64 x (log.f64 y)) (.f64 y z)) #s(literal 2 binary64)) (.f64 t t)) (+.f64 (-.f64 (.f64 x (log.f64 y)) (*.f64 y z)) t))
(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (.f64 (.f64 y (.f64 y y)) (.f64 z (.f64 z z)))) (+.f64 #s(literal 0 binary64) t) (.f64 (+.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 y (.f64 z (.f64 y z)) (.f64 (.f64 x (log.f64 y)) (.f64 y z)))) (neg.f64 (.f64 t t)))) (.f64 (+.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 y (.f64 z (.f64 y z)) (.f64 (.f64 x (log.f64 y)) (*.f64 y z)))) (+.f64 #s(literal 0 binary64) t)))
(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (.f64 (.f64 y (.f64 y y)) (.f64 z (.f64 z z)))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (.f64 (+.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 y (.f64 z (.f64 y z)) (.f64 (.f64 x (log.f64 y)) (.f64 y z)))) (neg.f64 (.f64 t (.f64 t t))))) (.f64 (+.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 y (.f64 z (.f64 y z)) (.f64 (.f64 x (log.f64 y)) (.f64 y z)))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t)))))
(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 y (.f64 z (.f64 y z)))) (+.f64 #s(literal 0 binary64) t) (.f64 (fma.f64 x (log.f64 y) (.f64 y z)) (neg.f64 (.f64 t t)))) (.f64 (fma.f64 x (log.f64 y) (*.f64 y z)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 y (.f64 z (.f64 y z)))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (.f64 (fma.f64 x (log.f64 y) (.f64 y z)) (neg.f64 (.f64 t (.f64 t t))))) (.f64 (fma.f64 x (log.f64 y) (.f64 y z)) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t)))))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (fma.f64 (fma.f64 y z t) (fma.f64 x (log.f64 y) (fma.f64 y z t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)))) (.f64 (fma.f64 (fma.f64 y z t) (fma.f64 x (log.f64 y) (fma.f64 y z t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64))) (.f64 (fma.f64 y z t) (.f64 (fma.f64 y z t) (fma.f64 y z t))))) (.f64 (fma.f64 (fma.f64 y z t) (fma.f64 x (log.f64 y) (fma.f64 y z t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64))) (fma.f64 (fma.f64 y z t) (fma.f64 x (log.f64 y) (fma.f64 y z t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)))))
(/.f64 (-.f64 (.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 x (log.f64 y) (fma.f64 y z t))) (.f64 (fma.f64 x (log.f64 y) (fma.f64 y z t)) (.f64 (fma.f64 y z t) (fma.f64 y z t)))) (*.f64 (fma.f64 x (log.f64 y) (fma.f64 y z t)) (fma.f64 x (log.f64 y) (fma.f64 y z t))))
(pow.f64 (/.f64 (fma.f64 (fma.f64 y z t) (fma.f64 x (log.f64 y) (fma.f64 y z t)) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64))) (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (.f64 (fma.f64 y z t) (.f64 (fma.f64 y z t) (fma.f64 y z t))))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 x (log.f64 y) (fma.f64 y z t)) (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 (fma.f64 y z t) (fma.f64 y z t)))) #s(literal -1 binary64))
(.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (.f64 (fma.f64 y z t) (.f64 (fma.f64 y z t) (fma.f64 y z t)))) (/.f64 #s(literal 1 binary64) (fma.f64 (fma.f64 y z t) (fma.f64 x (log.f64 y) (fma.f64 y z t)) (pow.f64 (*.f64 x (log.f64 y)) #s(literal 2 binary64)))))
(.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (*.f64 (fma.f64 y z t) (fma.f64 y z t))) (/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (fma.f64 y z t))))
(*.f64 x (log.f64 y))
(*.f64 (log.f64 y) x)
(log.f64 y)
(+.f64 (log.f64 y) #s(literal 0 binary64))
(+.f64 #s(literal 0 binary64) (log.f64 y))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
(+.f64 #s(literal 0 binary64) (neg.f64 t))
(-.f64 #s(literal 0 binary64) t)
(neg.f64 t)
(/.f64 (neg.f64 (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
(/.f64 (neg.f64 (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))))
(*.f64 t #s(literal -1 binary64))
(*.f64 #s(literal -1 binary64) t)
(+.f64 (neg.f64 t) #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))))
(+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) (neg.f64 t))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
(-.f64 (/.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 3 binary64)) (fma.f64 t (+.f64 t #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y)))) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)))) (/.f64 (.f64 t (.f64 t t)) (fma.f64 t (+.f64 t #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y)))) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 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 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))))) (/.f64 (.f64 t t) (+.f64 t #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))))))
(-.f64 (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 0 binary64)) t)
(fma.f64 t #s(literal -1 binary64) #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))))
(fma.f64 #s(literal -1 binary64) t #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 t #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y)))) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 3 binary64)) (.f64 t (*.f64 t t)))))
(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 t #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y)))) (-.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t))))
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eval330.0ms (2.2%)

Memory: 25.7MiB live, 692.3MiB allocated
Compiler: Compiled 149 767 to 5 232 computations (96.5% saved)

prune242.0ms (1.6%)

Memory

9.8MiB live, 443.6MiB allocated

Pruning

19 alts after pruning (17 fresh and 2 done)

	Pruned	Kept	Total
New	2 047	15	2 062
Fresh	8	2	10
Picked	3	2	5
Done	0	0	0
Total	2 058	19	2 077

Accuracy

100.0%

Counts

2 077 → 19

Alt Table

Click to see full alt table

Status	Accuracy	Program
	50.1%	(fma.f64 (sqrt.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y)))) (sqrt.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y)))) (neg.f64 t))
	41.0%	(/.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 t #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))))
▶	99.5%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))))
	95.1%	(-.f64 (fma.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 x (-.f64 (.f64 x (log.f64 y)) (.f64 z (log1p.f64 (neg.f64 y))))) (neg.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (-.f64 (.f64 x (log.f64 y)) (.f64 z (log1p.f64 (neg.f64 y))))))) t)
	86.3%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))) t)
✓	86.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
▶	46.9%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 3) (* t (* t t))) (+ (* t (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2))) (*.f64 x (log.f64 y)))
▶	40.9%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (/.f64 (-.f64 (.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 t t)) (fma.f64 x (log.f64 y) t)))
	77.7%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (.f64 z (-.f64 (fma.f64 #s(literal 2 binary64) (/.f64 (.f64 x (log.f64 y)) z) (log1p.f64 (neg.f64 y))) (fma.f64 x (/.f64 (log.f64 y) z) (/.f64 t z)))))
	11.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))
	19.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓	41.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	59.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (-.f64 (.f64 x (log.f64 y)) (.f64 z y))))
	79.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 z) (+.f64 (neg.f64 (/.f64 (-.f64 (.f64 x (log.f64 y)) t) z)) y))))
▶	14.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 (neg.f64 y) z)))
▶	87.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 x (log.f64 y)) (*.f64 z y)) t)))))
	86.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 x (-.f64 (log.f64 y) (/.f64 (fma.f64 z y t) x)))))
	87.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 t (-.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) (/.f64 (.f64 z y) t)))))
	54.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))

Compiler

Compiled 694 to 390 computations (43.8% saved)

simplify424.0ms (2.8%)

Memory

-13.4MiB live, 346.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))
✓	cost-diff	0	(-.f64 (.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 t t))
✓	cost-diff	0	(/.f64 (-.f64 (.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 t t)) (fma.f64 x (log.f64 y) t))
✓	cost-diff	0	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (/.f64 (-.f64 (.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 t t)) (fma.f64 x (log.f64 y) t)))
✓	cost-diff	0	(neg.f64 t)
✓	cost-diff	0	#s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 x (log.f64 y)) (*.f64 z y)) t))))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 x (log.f64 y)) (*.f64 z y)) t)))))
✓	cost-diff	1280	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 x (log.f64 y)) (*.f64 z y)) t)))
✓	cost-diff	0	(log.f64 y)
✓	cost-diff	0	(*.f64 x (log.f64 y))
✓	cost-diff	0	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 3) (* t (* t t))) (+ (* t (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2))) (*.f64 x (log.f64 y)))
✓	cost-diff	0	(neg.f64 y)
✓	cost-diff	0	(*.f64 (neg.f64 y) z)
✓	cost-diff	0	#s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 (neg.f64 y) z))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 (neg.f64 y) z)))
✓	cost-diff	0	(log.f64 y)
✓	cost-diff	0	(fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))
✓	cost-diff	0	(/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))))
✓	cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))))

Rules

15 408×	`lower-fma.f32`
15 402×	`lower-fma.f64`
3 340×	`lower-*.f32`
3 326×	`lower-*.f64`
2 880×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	62	403
0	90	388
1	176	388
2	369	388
3	1023	386
4	3542	361
5	7342	361
0	8061	350

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

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

localize439.0ms (2.9%)

Memory

30.5MiB live, 220.2MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score	Program
✓	accuracy	99.2%	(pow.f64 (log.f64 y) #s(literal 2 binary64))
✓	accuracy	92.1%	(-.f64 (.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 t t))
✓	accuracy	87.2%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (/.f64 (-.f64 (.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 t t)) (fma.f64 x (log.f64 y) t)))
✓	accuracy	52.2%	(/.f64 (-.f64 (.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 t t)) (fma.f64 x (log.f64 y) t))
✓	accuracy	100.0%	(-.f64 (.f64 x (log.f64 y)) (.f64 z y))
✓	accuracy	99.5%	(*.f64 x (log.f64 y))
✓	accuracy	99.3%	(/.f64 (-.f64 (.f64 x (log.f64 y)) (.f64 z y)) t)
✓	accuracy	87.4%	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (-.f64 (.f64 x (log.f64 y)) (*.f64 z y)) t)))
✓	accuracy	100.0%	(log.f64 y)
✓	accuracy	99.5%	(*.f64 x (log.f64 y))
✓	accuracy	47.2%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 3) (* t (* t t))) (+ (* t (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2))) (*.f64 x (log.f64 y)))
✓	accuracy	100.0%	(*.f64 (neg.f64 y) z)
✓	accuracy	100.0%	(neg.f64 y)
✓	accuracy	100.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 (neg.f64 y) z)))
✓	accuracy	14.9%	#s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 (neg.f64 y) z))
✓	accuracy	100.0%	(log.f64 y)
✓	accuracy	99.7%	(fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))
✓	accuracy	99.6%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))))
✓	accuracy	99.4%	(/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))))

Samples

129.0ms	69×	1	valid
90.0ms	187×	0	valid

Compiler

Compiled 348 to 50 computations (85.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 130.0ms

adjust: 40.0ms (30.7% of total)

ival-log: 23.0ms (17.7% of total)

ival-mult: 20.0ms (15.3% of total)

ival-div: 12.0ms (9.2% of total)

ival-sub: 10.0ms (7.7% of total)

ival-add: 10.0ms (7.7% of total)

ival-pow2: 6.0ms (4.6% of total)

ival-pow: 5.0ms (3.8% of total)

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

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

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

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

exact: 0.0ms (0% of total)

series295.0ms (2%)

Memory

-25.8MiB live, 57.5MiB allocated

Counts

21 → 756

Calls

Call 1

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

Calls

189 calls:

Time	Variable		Point	Expression
197.0ms	x	@	inf	(/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t))
4.0ms	t	@	0	(/ (- (* x (log y)) (* z y)) t)
2.0ms	t	@	inf	(/ (- (* x (log y)) (* z y)) t)
1.0ms	y	@	-inf	(/ 1 (+ (* x (log y)) (+ (* z (log (+ 1 (neg y)))) (neg t))))
1.0ms	y	@	inf	(/ 1 (+ (* x (log y)) (+ (* z (log (+ 1 (neg y)))) (neg t))))

simplify921.0ms (6.2%)

Memory

6.2MiB live, 521.1MiB allocated

Algorithm

1×	egg-herbie

Rules

5 480×	`lower-*.f64`
5 480×	`lower-*.f32`
5 360×	`lower-fma.f64`
5 360×	`lower-fma.f32`
4 074×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1565	28306
1	5375	26537
0	8266	24979

Stop Event

1×	iter limit
1×	node limit

Counts

756 → 756

Calls

Call 1

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

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

rewrite531.0ms (3.6%)

Memory

44.1MiB live, 712.5MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

7 128×	`lower-*.f32`
7 114×	`lower-*.f64`
4 620×	`lower-fma.f32`
4 614×	`lower-fma.f64`
3 980×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	62	335
0	90	308
1	419	248
2	3475	248
0	11031	244

Stop Event

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

Counts

21 → 692

Calls

Call 1

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

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

eval280.0ms (1.9%)

Memory: -32.3MiB live, 542.3MiB allocated
Compiler: Compiled 57 826 to 3 407 computations (94.1% saved)

prune495.0ms (3.3%)

Memory

-13.4MiB live, 552.8MiB allocated

Pruning

26 alts after pruning (22 fresh and 4 done)

	Pruned	Kept	Total
New	1 590	16	1 606
Fresh	6	6	12
Picked	3	2	5
Done	0	2	2
Total	1 599	26	1 625

Accuracy

100.0%

Counts

1 625 → 26

Alt Table

Click to see full alt table

Status	Accuracy	Program
	49.1%	(pow.f64 (pow.f64 (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
	49.1%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
	46.9%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* x (log y)) (+ (* z (log (+ 1 (neg y)))) (neg t))) (*.f64 x (log.f64 y)))))
	46.7%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* x (log y)) (+ (* z (log (+ 1 (neg y)))) (neg t)))) (/.f64 (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) (/.f64 t (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))))) (.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (*.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) x)))
	41.7%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* x (log y)) (+ (* z (log (+ 1 (neg y)))) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	86.3%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))) t)
✓	86.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
✓	46.9%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 3) (* t (* t t))) (+ (* t (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2))) (*.f64 x (log.f64 y)))
	60.2%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (fma.f64 x (/.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) (fma.f64 x (log.f64 y) t)) (neg.f64 (/.f64 (.f64 t t) (fma.f64 x (log.f64 y) t)))))
▶	24.6%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (/.f64 #s(approx (- (* (* x x) (pow (log y) 2)) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x))) (fma.f64 x (log.f64 y) t)))
	77.7%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (.f64 z (-.f64 (fma.f64 #s(literal 2 binary64) (/.f64 (.f64 x (log.f64 y)) z) (log1p.f64 (neg.f64 y))) (fma.f64 x (/.f64 (log.f64 y) z) (/.f64 t z)))))
▶	76.4%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) #s(approx (/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x (log.f64 y)) t)))))
	75.2%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) #s(approx (/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t)) (*.f64 x (-.f64 (log.f64 y) (/.f64 t x)))))
	76.3%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) #s(approx (/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t)) (*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)))))
▶	11.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))
	19.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓	41.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	59.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 x (log.f64 y)))))
	6.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y (.f64 y y))) (+.f64 #s(literal 0 binary64) (fma.f64 y y (.f64 #s(literal 0 binary64) y)))) z)))
	10.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (+.f64 #s(literal 0 binary64) y)) z)))
	79.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 z) (+.f64 (neg.f64 (/.f64 (-.f64 (.f64 x (log.f64 y)) t) z)) y))))
✓	14.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 (neg.f64 y) z)))
▶	87.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (fma.f64 (log.f64 y) (/.f64 x t) (neg.f64 (/.f64 (.f64 y z) t)))))))
▶	54.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
	68.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) #s(approx (* (neg t) (- 1 (/ (- (* x (log y)) (* z y)) t))) (.f64 (neg.f64 z) (fma.f64 t (/.f64 (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x (log.f64 y)) t)) z) y)))))
	48.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) #s(approx (* (neg t) (- 1 (/ (- (* x (log y)) (* z y)) t))) (*.f64 (neg.f64 t) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))))))

Compiler

Compiled 877 to 528 computations (39.8% saved)

simplify345.0ms (2.3%)

Memory

18.0MiB live, 499.9MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x))
✓	cost-diff	0	#s(approx (- (* (* x x) (pow (log y) 2)) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x)))
✓	cost-diff	0	(/.f64 #s(approx (- (* (* x x) (pow (log y) 2)) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x))) (fma.f64 x (log.f64 y) t))
✓	cost-diff	0	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (/.f64 #s(approx (- (* (* x x) (pow (log y) 2)) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x))) (fma.f64 x (log.f64 y) t)))
✓	cost-diff	0	(neg.f64 t)
✓	cost-diff	0	#s(approx (/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x (log.f64 y)) t))))
✓	cost-diff	0	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) #s(approx (/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x (log.f64 y)) t)))))
✓	cost-diff	1152	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x (log.f64 y)) t)))
✓	cost-diff	64	(fma.f64 t t (*.f64 #s(literal 0 binary64) t))
✓	cost-diff	192	(+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))
✓	cost-diff	320	(*.f64 #s(literal 0 binary64) t)
✓	cost-diff	1664	(/.f64 (neg.f64 (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))))
✓	cost-diff	0	(fma.f64 z y t)
✓	cost-diff	0	(neg.f64 (fma.f64 z y t))
✓	cost-diff	0	#s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
✓	cost-diff	0	#s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (fma.f64 (log.f64 y) (/.f64 x t) (neg.f64 (/.f64 (.f64 y z) t))))))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (fma.f64 (log.f64 y) (/.f64 x t) (neg.f64 (/.f64 (.f64 y z) t)))))))
✓	cost-diff	128	(-.f64 #s(literal 1 binary64) (fma.f64 (log.f64 y) (/.f64 x t) (neg.f64 (/.f64 (*.f64 y z) t))))
✓	cost-diff	832	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (fma.f64 (log.f64 y) (/.f64 x t) (neg.f64 (/.f64 (.f64 y z) t)))))

Rules

9 650×	`lower-fma.f32`
9 642×	`lower-fma.f64`
3 316×	`lower-*.f32`
3 300×	`lower-*.f64`
1 430×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	69	534
0	101	497
1	202	496
2	436	487
3	1249	466
4	6066	436
0	8185	422

Stop Event

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

Calls

Call 1

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

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

localize247.0ms (1.7%)

Memory

6.3MiB live, 439.7MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	accuracy	99.2%	(pow.f64 (log.f64 y) #s(literal 2 binary64))
✓	accuracy	87.2%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (/.f64 #s(approx (- (* (* x x) (pow (log y) 2)) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x))) (fma.f64 x (log.f64 y) t)))
✓	accuracy	55.6%	#s(approx (- (* (* x x) (pow (log y) 2)) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x)))
✓	accuracy	52.2%	(/.f64 #s(approx (- (* (* x x) (pow (log y) 2)) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x))) (fma.f64 x (log.f64 y) t))
✓	accuracy	99.5%	(*.f64 x (log.f64 y))
✓	accuracy	99.3%	(/.f64 (*.f64 x (log.f64 y)) t)
✓	accuracy	89.3%	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x (log.f64 y)) t)))
✓	accuracy	87.2%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) #s(approx (/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x (log.f64 y)) t)))))
✓	accuracy	100.0%	(neg.f64 (.f64 t (.f64 t t)))
✓	accuracy	99.8%	(.f64 t (.f64 t t))
✓	accuracy	41.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))
✓	accuracy	37.2%	(/.f64 (neg.f64 (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t))))
✓	accuracy	100.0%	(fma.f64 z y t)
✓	accuracy	100.0%	(neg.f64 (fma.f64 z y t))
✓	accuracy	100.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
✓	accuracy	54.2%	#s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))
✓	accuracy	100.0%	(-.f64 #s(literal 1 binary64) (fma.f64 (log.f64 y) (/.f64 x t) (neg.f64 (/.f64 (*.f64 y z) t))))
✓	accuracy	99.6%	(fma.f64 (log.f64 y) (/.f64 x t) (neg.f64 (/.f64 (*.f64 y z) t)))
✓	accuracy	93.1%	(/.f64 (*.f64 y z) t)
✓	accuracy	87.4%	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (fma.f64 (log.f64 y) (/.f64 x t) (neg.f64 (/.f64 (.f64 y z) t)))))

Samples

106.0ms	69×	1	valid
70.0ms	187×	0	valid

Compiler

Compiled 378 to 54 computations (85.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 144.0ms

ival-div: 29.0ms (20.1% of total)

adjust: 26.0ms (18% of total)

ival-mult: 26.0ms (18% of total)

ival-log: 25.0ms (17.3% of total)

ival-add: 12.0ms (8.3% of total)

ival-sub: 10.0ms (6.9% of total)

ival-pow2: 8.0ms (5.5% of total)

ival-neg: 6.0ms (4.2% of total)

ival-log1p: 2.0ms (1.4% of total)

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

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

exact: 0.0ms (0% of total)

series100.0ms (0.7%)

Memory

-26.6MiB live, 59.5MiB allocated

Counts

28 → 912

Calls

Call 1

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

Calls

228 calls:

Time	Variable		Point	Expression
6.0ms	x	@	inf	(* (neg t) (- 1 (/ (* x (log y)) t)))
3.0ms	x	@	0	(* (neg t) (- 1 (/ (* x (log y)) t)))
1.0ms	y	@	-inf	(* (neg t) (- 1 (/ (* x (log y)) t)))
1.0ms	y	@	inf	(* (neg t) (- 1 (/ (* x (log y)) t)))
1.0ms	t	@	-inf	(* (neg t) (- 1 (+ (* (log y) (/ x t)) (neg (/ (* y z) t)))))

simplify546.0ms (3.7%)

Memory

7.8MiB live, 728.2MiB allocated

Algorithm

1×	egg-herbie

Rules

11 438×	`lower-fma.f64`
11 438×	`lower-fma.f32`
5 964×	`lower-*.f64`
5 964×	`lower-*.f32`
4 604×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	744	19881
1	2546	18466
0	8184	17187

Stop Event

1×	iter limit
1×	node limit

Counts

912 → 908

Calls

Call 1

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

rewrite558.0ms (3.7%)

Memory

27.5MiB live, 653.4MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

4 828×	`lower-fma.f32`
4 820×	`lower-fma.f64`
4 212×	`lower-/.f32`
4 202×	`lower-/.f64`
3 384×	`lower-*.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	69	477
0	101	422
1	447	351
2	3737	351
0	9148	341

Stop Event

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

Counts

28 → 762

Calls

Call 1

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

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

eval266.0ms (1.8%)

Memory: 5.3MiB live, 458.0MiB allocated
Compiler: Compiled 40 286 to 2 576 computations (93.6% saved)

prune245.0ms (1.6%)

Memory

14.3MiB live, 390.5MiB allocated

Pruning

44 alts after pruning (38 fresh and 6 done)

	Pruned	Kept	Total
New	1 697	26	1 723
Fresh	5	12	17
Picked	3	2	5
Done	0	4	4
Total	1 705	44	1 749

Accuracy

100.0%

Counts

1 749 → 44

Alt Table

Click to see full alt table

Status	Accuracy	Program
	49.1%	(pow.f64 (pow.f64 (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
	49.1%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
	46.9%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* x (log y)) (+ (* z (log (+ 1 (neg y)))) (neg t))) (*.f64 x (log.f64 y)))))
	46.7%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* x (log y)) (+ (* z (log (+ 1 (neg y)))) (neg t)))) (/.f64 (-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) (/.f64 t (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))))) (.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (*.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) x)))
	41.7%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* x (log y)) (+ (* z (log (+ 1 (neg y)))) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	86.3%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))) t)
✓	86.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
✓	46.9%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 3) (* t (* t t))) (+ (* t (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2))) (*.f64 x (log.f64 y)))
	60.2%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (fma.f64 x (/.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) (fma.f64 x (log.f64 y) t)) (neg.f64 (/.f64 (.f64 t t) (fma.f64 x (log.f64 y) t)))))
	24.7%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (/.f64 #s(approx (- (* (* x x) (pow (log y) 2)) (* t t)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))) (fma.f64 (log.f64 y) x t)))
✓	24.6%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (/.f64 #s(approx (- (* (* x x) (pow (log y) 2)) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x))) (fma.f64 x (log.f64 y) t)))
	29.2%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) #s(approx (/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t)) (.f64 (.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) (neg.f64 (.f64 t (.f64 t t)))) (-.f64 #s(literal 1 binary64) (/.f64 (.f64 x (log.f64 y)) t)))))
	76.4%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) #s(approx (/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (.f64 (/.f64 x t) (log.f64 y))))))
	76.4%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) #s(approx (/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t)) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (.f64 x (*.f64 (/.f64 #s(literal 1 binary64) t) (log.f64 y)))))))
	75.2%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) #s(approx (/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t)) (*.f64 x (-.f64 (log.f64 y) (/.f64 t x)))))
	76.3%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) #s(approx (/ (- (* (* x x) (pow (log y) 2)) (* t t)) (+ (* x (log y)) t)) (*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)))))
	4.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (+.f64 #s(literal 0 binary64) (.f64 t (.f64 t t)))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t)))))
	2.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (/.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t t) (.f64 t (.f64 t (.f64 t t))))) (.f64 (.f64 t (.f64 t t)) (neg.f64 (.f64 t (.f64 t t))))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t)))))
	4.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (/.f64 (.f64 (.f64 t (.f64 t t)) (neg.f64 (.f64 t (.f64 t t)))) (.f64 t (.f64 t t))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t)))))
	11.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (.f64 t (.f64 t t)) (neg.f64 (*.f64 t t))))
	8.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (.f64 t (.f64 t t))) (/.f64 (-.f64 #s(literal 0 binary64) (neg.f64 (neg.f64 (.f64 t (.f64 t (.f64 t t)))))) (neg.f64 (.f64 t t)))))
	8.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (.f64 t (.f64 t t))) (/.f64 (.f64 t (.f64 t (.f64 t t))) (.f64 t t))))
	8.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (.f64 t (.f64 t t))) (.f64 (.f64 t (.f64 t (.f64 t t))) (/.f64 #s(literal 1 binary64) (*.f64 t t)))))
	19.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (*.f64 t t)) t))
	3.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (/.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t (.f64 t t)) (neg.f64 (.f64 t (.f64 t t))))) (.f64 t (.f64 t (*.f64 t t)))))
	8.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (/.f64 (.f64 t (.f64 t t)) (neg.f64 (.f64 t (.f64 t (.f64 t t))))) (*.f64 t t)))
	11.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) (neg.f64 (.f64 t (.f64 t t)))))
	19.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (/.f64 #s(literal 1 binary64) t) (neg.f64 (.f64 t t))))
✓	41.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	59.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 x (log.f64 y)))))
	11.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (/.f64 (fma.f64 (.f64 y z) (.f64 y (.f64 z (.f64 y z))) (neg.f64 (.f64 t (.f64 t t)))) (fma.f64 y (.f64 z (.f64 y z)) (-.f64 (.f64 t t) (.f64 (neg.f64 (*.f64 y z)) (neg.f64 t)))))))
	6.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y (.f64 y y))) (+.f64 #s(literal 0 binary64) (fma.f64 y y (.f64 #s(literal 0 binary64) y)))) z)))
	10.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (+.f64 #s(literal 0 binary64) y)) z)))
✓	14.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 (neg.f64 y) z)))
	48.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 t) #s(approx (- 1 (+ ( (log y) (/ x t)) (neg (/ (* y z) t)))) (fma.f64 y (/.f64 z t) #s(literal 1 binary64))))))
	13.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 t) #s(approx (- 1 (+ ( (log y) (/ x t)) (neg (/ (* y z) t)))) (/.f64 (*.f64 y z) t)))))
	36.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 t) #s(approx (- 1 (+ ( (log y) (/ x t)) (neg (/ (* y z) t)))) (neg.f64 (/.f64 (*.f64 x (log.f64 y)) t))))))
	79.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 z (-.f64 (/.f64 (-.f64 (.f64 x (log.f64 y)) t) z) y))))
	13.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t))) (.f64 t (.f64 t (.f64 t t))) (.f64 y z)))))
✓	54.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
	26.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (/.f64 (-.f64 (.f64 t t) (.f64 y (.f64 z (.f64 y z)))) (-.f64 t (*.f64 y z))))))
	45.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z (+.f64 y (/.f64 t z)))))))
	32.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 y (+.f64 z (/.f64 t y)))))))
	68.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) #s(approx (* (neg t) (- 1 (+ (* (log y) (/ x t)) (neg (/ (* y z) t))))) (*.f64 z (fma.f64 t (/.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) z) (neg.f64 y))))))

Compiler

Compiled 2 207 to 716 computations (67.6% saved)

regimes140.0ms (0.9%)

Memory

-21.5MiB live, 246.7MiB allocated

Counts

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

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

Calls

6 calls:

23.0ms	y
23.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
23.0ms	x
22.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
21.0ms	t

Results

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

Compiler

Compiled 52 to 39 computations (25% saved)

regimes107.0ms (0.7%)

Memory

18.6MiB live, 111.6MiB allocated

Counts

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

Outputs

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

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

Calls

6 calls:

49.0ms	z
14.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
11.0ms	y
10.0ms	x
10.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
93.8%	3	`x`
86.9%	1	`y`
90.2%	2	`z`
94.2%	3	`t`
92.5%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
95.5%	4	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes55.0ms (0.4%)

Memory

-1.6MiB live, 35.5MiB allocated

Counts

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

Outputs

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

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

Calls

3 calls:

33.0ms	t
10.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
10.0ms	x

Results

Accuracy	Segments	Branch
93.8%	3	`x`
93.8%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
86.9%	1	`t`

Compiler

Compiled 25 to 19 computations (24% saved)

regimes203.0ms (1.4%)

Memory

-22.6MiB live, 96.2MiB allocated

Counts

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

Outputs

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

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

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

Calls

6 calls:

125.0ms	z
36.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
13.0ms	y
9.0ms	t
9.0ms	x

Results

Accuracy	Segments	Branch
63.5%	4	`y`
71.4%	3	`t`
62.1%	3	`z`
64.0%	4	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
79.9%	3	`x`
79.5%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes56.0ms (0.4%)

Memory

19.7MiB live, 96.1MiB allocated

Counts

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

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

Calls

6 calls:

10.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms	y
9.0ms	x
9.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
8.0ms	t

Results

Accuracy	Segments	Branch
54.2%	1	`y`
54.2%	1	`z`
54.2%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
54.2%	1	`t`
54.2%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
54.2%	1	`x`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes11.0ms (0.1%)

Memory

-13.2MiB live, 26.5MiB 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) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 (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) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 (neg.f64 y) z)))

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

Calls

6 calls:

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	t
2.0ms	x
2.0ms	y

Results

Accuracy	Segments	Branch
48.0%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
41.8%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
41.8%	1	`y`
41.8%	1	`x`
44.3%	2	`z`
49.2%	3	`t`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes6.0ms (0%)

Memory

15.6MiB live, 15.6MiB 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	x
1.0ms	t
1.0ms	z

Results

Accuracy	Segments	Branch
41.8%	1	`x`
41.8%	1	`z`
41.8%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
41.8%	1	`t`

Compiler

Compiled 32 to 24 computations (25% saved)

bsearch126.0ms (0.8%)

Memory

-6.3MiB live, 73.9MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
45.0ms	2.739313230650887e-60	4.2510581436630646e-60
78.0ms	-3.6098604074042386e-96	-2.6545080941688902e-104

Samples

62.0ms	88×	1	valid
10.0ms	120×	0	valid

Compiler

Compiled 371 to 240 computations (35.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 33.0ms

ival-log: 23.0ms (69.5% of total)

ival-mult: 4.0ms (12.1% of total)

ival-sub: 3.0ms (9.1% of total)

adjust: 2.0ms (6% of total)

ival-add: 1.0ms (3% of total)

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

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

exact: 0.0ms (0% of total)

bsearch1.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	7.016879070692943e-131	4.97650369941806e-123
0.0ms	-3.416189578348261e-72	-1.744295951948858e-74

Compiler

Compiled 20 to 19 computations (5% saved)

bsearch63.0ms (0.4%)

Memory

3.7MiB live, 121.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
31.0ms	7389498105555627000.0	3.297842578206615e+26
28.0ms	-2.1611334284442313e+24	-897084674037590.1

Samples

28.0ms	85×	1	valid
19.0ms	203×	0	valid

Compiler

Compiled 416 to 271 computations (34.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 37.0ms

ival-log: 24.0ms (64.4% of total)

ival-sub: 5.0ms (13.4% of total)

ival-mult: 5.0ms (13.4% of total)

adjust: 2.0ms (5.4% of total)

ival-add: 2.0ms (5.4% of total)

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

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

exact: 0.0ms (0% of total)

bsearch150.0ms (1%)

Memory

-3.2MiB live, 31.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
0.0ms	2.739313230650887e-60	4.2510581436630646e-60
148.0ms	-3.6098604074042386e-96	-2.6545080941688902e-104

Samples

141.0ms	30×	1	valid
4.0ms	50×	0	valid

Compiler

Compiled 267 to 188 computations (29.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 142.0ms

ival-log: 138.0ms (97.1% of total)

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

adjust: 1.0ms (0.7% of total)

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

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

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

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

exact: 0.0ms (0% of total)

simplify10.0ms (0.1%)

Memory

21.2MiB live, 21.2MiB allocated

Algorithm

1×	egg-herbie

Rules

20×	`+-commutative_binary64`
18×	`*-commutative_binary64`
18×	`sub-neg_binary64`
10×	`neg-sub0_binary64`
10×	`neg-mul-1_binary64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	62	383
1	87	383
2	102	383
3	109	383
4	111	383

Stop Event

1×

saturated

Calls

Call 1

Inputs
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -5516280867495227/19701003098197239606139520050071806902539869635232723333974146702122860885748605305707133127442457820403313995153408 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 t #s(literal 2623414521782945/904625697166532776746648320380374280103671755200316906558262375061821325312 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (-.f64 (.f64 x (log.f64 y)) (.f64 z y)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal -3978585891278293/1989292945639146568621528992587283360401824603189390869761855907572637988050133502132224 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 1248699420126397/12486994201263968925526388919172665222994392570659884603436627838501486955279062480481224412253967884639307724485626491581791902717153141225160704 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -7800000000000000000000 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 36000000000000001543503872 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -492525077454931/9850501549098619803069760025035903451269934817616361666987073351061430442874302652853566563721228910201656997576704 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 2623414521782945/904625697166532776746648320380374280103671755200316906558262375061821325312 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (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
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -5516280867495227/19701003098197239606139520050071806902539869635232723333974146702122860885748605305707133127442457820403313995153408 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 t #s(literal 2623414521782945/904625697166532776746648320380374280103671755200316906558262375061821325312 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (-.f64 (.f64 x (log.f64 y)) (.f64 z y)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 t #s(literal -5516280867495227/19701003098197239606139520050071806902539869635232723333974146702122860885748605305707133127442457820403313995153408 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 t #s(literal 2623414521782945/904625697166532776746648320380374280103671755200316906558262375061821325312 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (-.f64 (.f64 x (log.f64 y)) (.f64 y z)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal -3978585891278293/1989292945639146568621528992587283360401824603189390869761855907572637988050133502132224 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 1248699420126397/12486994201263968925526388919172665222994392570659884603436627838501486955279062480481224412253967884639307724485626491581791902717153141225160704 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -7800000000000000000000 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 36000000000000001543503872 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -492525077454931/9850501549098619803069760025035903451269934817616361666987073351061430442874302652853566563721228910201656997576704 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 2623414521782945/904625697166532776746648320380374280103671755200316906558262375061821325312 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 (neg.f64 y) z))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
(if (<=.f64 t #s(literal -492525077454931/9850501549098619803069760025035903451269934817616361666987073351061430442874302652853566563721228910201656997576704 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 2623414521782945/904625697166532776746648320380374280103671755200316906558262375061821325312 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 z (neg.f64 y)))) #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))

soundness638.0ms (4.3%)

Memory

-37.0MiB live, 382.1MiB allocated

Rules

22 162×	`lower-fma.f64`
22 162×	`lower-fma.f32`
6 864×	`lower-fma.f64`
6 864×	`lower-fma.f32`
5 440×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	192	1688
1	588	1578
2	1828	1526
3	5269	1494
0	8403	1337
0	1695	32310
1	5848	30268
0	8378	28223

Stop Event

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

Compiler

Compiled 234 to 116 computations (50.4% saved)

preprocess107.0ms (0.7%)

Memory: 6.9MiB live, 167.6MiB allocated
Compiler: Compiled 404 to 152 computations (62.4% 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

analyze83.0ms (0.6%)

sample2.4s (16.2%)

preprocess163.0ms (1.1%)

explain342.0ms (2.3%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify29.0ms (0.2%)

localize116.0ms (0.8%)

series303.0ms (2%)

simplify529.0ms (3.5%)

rewrite423.0ms (2.8%)

eval47.0ms (0.3%)

prune84.0ms (0.6%)

simplify589.0ms (3.9%)

localize214.0ms (1.4%)

series129.0ms (0.9%)

simplify600.0ms (4%)

rewrite921.0ms (6.2%)

eval330.0ms (2.2%)

prune242.0ms (1.6%)

simplify424.0ms (2.8%)

localize439.0ms (2.9%)

series295.0ms (2%)

simplify921.0ms (6.2%)

rewrite531.0ms (3.6%)

eval280.0ms (1.9%)

prune495.0ms (3.3%)

simplify345.0ms (2.3%)

localize247.0ms (1.7%)

series100.0ms (0.7%)

simplify546.0ms (3.7%)

rewrite558.0ms (3.7%)

eval266.0ms (1.8%)

prune245.0ms (1.6%)

regimes140.0ms (0.9%)

regimes107.0ms (0.7%)

regimes55.0ms (0.4%)

regimes203.0ms (1.4%)

regimes56.0ms (0.4%)

regimes11.0ms (0.1%)

regimes6.0ms (0%)

bsearch126.0ms (0.8%)

bsearch1.0ms (0%)

bsearch63.0ms (0.4%)

bsearch150.0ms (1%)

simplify10.0ms (0.1%)

soundness638.0ms (4.3%)

preprocess107.0ms (0.7%)

end0.0ms (0%)

Profiling

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