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

analyze77.0ms (0.4%)

Memory

24.9MiB live, 144.5MiB 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)

sample2.3s (12.9%)

Memory

3.8MiB live, 2 852.5MiB allocated

Samples

1.0s	2 391×	1	valid
862.0ms	5 865×	0	valid
0.0ms	3×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 1.5s

ival-log: 1.0s (70.1% of total)

ival-sub: 168.0ms (11.4% of total)

ival-mult: 147.0ms (10% of total)

adjust: 60.0ms (4.1% of total)

ival-add: 51.0ms (3.5% of total)

ival-true: 6.0ms (0.4% of total)

exact: 6.0ms (0.4% of total)

ival-assert: 4.0ms (0.3% of total)

Bogosity

preprocess165.0ms (0.9%)

Memory

10.5MiB live, 86.4MiB 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)))

explain624.0ms (3.5%)

Memory

10.3MiB live, 408.2MiB 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

137.0ms	410×	1	valid
37.0ms	92×	2	valid
1.0ms	10×	0	valid

Compiler

Compiled 134 to 52 computations (61.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 132.0ms

ival-log: 87.0ms (65.7% of total)

adjust: 14.0ms (10.6% of total)

ival-mult: 14.0ms (10.6% of total)

ival-sub: 11.0ms (8.3% of total)

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

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

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

exact: 0.0ms (0% of total)

eval0.0ms (0%)

Memory: 0.6MiB live, 0.6MiB allocated
Compiler: Compiled 4 to 4 computations (0% saved)

prune1.0ms (0%)

Memory

2.0MiB live, 2.0MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	88.1%	(-.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

9.5MiB live, 48.6MiB 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

localize143.0ms (0.8%)

Memory

-33.5MiB live, 172.3MiB 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	99.6%	(*.f64 x (log.f64 y))
✓	accuracy	6.6%	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

94.0ms	205×	1	valid
18.0ms	46×	2	valid
1.0ms	5×	0	valid

Compiler

Compiled 50 to 14 computations (72% saved)

Precisions

Click to see histograms. Total time spent on operations: 70.0ms

ival-log: 47.0ms (67.6% of total)

adjust: 7.0ms (10.1% of total)

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

ival-sub: 5.0ms (7.2% of total)

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

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

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

exact: 0.0ms (0% of total)

series345.0ms (1.9%)

Memory

4.0MiB live, 196.2MiB 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
222.0ms	y	@	-inf	(* x (log y))
43.0ms	x	@	0	(* x (log y))
31.0ms	z	@	0	(* z (log (- 1 y)))
11.0ms	y	@	0	(* x (log y))
10.0ms	x	@	0	(+ (* x (log y)) (* z (log (- 1 y))))

simplify903.0ms (5.1%)

Memory

11.9MiB live, 933.8MiB 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))

rewrite429.0ms (2.4%)

Memory

-2.4MiB live, 605.2MiB 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 (-.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) (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))) (/.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)

eval141.0ms (0.8%)

Memory: -29.3MiB live, 105.9MiB allocated
Compiler: Compiled 12 185 to 1 109 computations (90.9% saved)

prune285.0ms (1.6%)

Memory

9.3MiB live, 129.3MiB allocated

Pruning

16 alts after pruning (16 fresh and 0 done)

	Pruned	Kept	Total
New	368	16	384
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	369	16	385

Accuracy

100.0%

Counts

385 → 16

Alt Table

Click to see full alt table

Status	Accuracy	Program
	34.9%	(/.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))))
	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)))))
	71.9%	(-.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)
▶	94.0%	(-.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)
	72.3%	(-.f64 (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))))))) t)
	94.1%	(-.f64 (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))))))) t)
▶	99.9%	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
	99.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 y (-.f64 (.f64 (.f64 z y) (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (*.f64 x (log.f64 y)))) t)
▶	98.9%	(.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)))))
	28.1%	(.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)))))
▶	56.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))
	87.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 x (log.f64 y) (neg.f64 t)))
	99.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
	14.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
	44.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
▶	44.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 930 to 446 computations (52% saved)

simplify387.0ms (2.2%)

Memory

29.7MiB live, 583.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(*.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))
✓	cost-diff	0	(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)))))))
✓	cost-diff	0	(-.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)
✓	cost-diff	128	(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))))))
✓	cost-diff	0	(log1p.f64 (neg.f64 y))
✓	cost-diff	0	(fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t))
✓	cost-diff	320	(*.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))))
✓	cost-diff	28416	(.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)))))
✓	cost-diff	0	(neg.f64 y)
✓	cost-diff	0	(log1p.f64 (neg.f64 y))
✓	cost-diff	0	(fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 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 (.f64 x (log.f64 y)) (.f64 z #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
✓	cost-diff	128	(+.f64 (.f64 x (log.f64 y)) (.f64 z #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))

Rules

15 060×	`lower-fma.f32`
15 044×	`lower-fma.f64`
6 284×	`lower-*.f32`
6 270×	`lower-*.f64`
1 742×	`times-frac`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	49	483
0	83	451
1	169	449
2	402	446
3	1449	446
4	4461	446
0	8116	444

Stop Event

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

Calls

Call 1

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

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

localize451.0ms (2.5%)

Memory

7.6MiB live, 682.1MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	accuracy	99.2%	(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)))))))
✓	accuracy	99.2%	(pow.f64 (log.f64 y) #s(literal 2 binary64))
✓	accuracy	98.9%	(/.f64 x (-.f64 (.f64 x (log.f64 y)) (.f64 z (log1p.f64 (neg.f64 y)))))
✓	accuracy	86.8%	(/.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)))))
✓	accuracy	99.9%	(fma.f64 x (log.f64 y) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))
✓	accuracy	99.8%	(fma.f64 x (log.f64 y) t)
✓	accuracy	99.2%	(/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t)))
✓	accuracy	98.9%	(*.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))))
✓	accuracy	100.0%	(neg.f64 t)
✓	accuracy	100.0%	(log1p.f64 (neg.f64 y))
✓	accuracy	100.0%	(fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))
✓	accuracy	56.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))
✓	accuracy	100.0%	(neg.f64 t)
✓	accuracy	44.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
✓	accuracy	100.0%	(*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))
✓	accuracy	100.0%	(+.f64 (.f64 x (log.f64 y)) (.f64 z #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))
✓	accuracy	99.8%	#s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))
✓	accuracy	99.6%	(*.f64 x (log.f64 y))

Samples

210.0ms	205×	1	valid
48.0ms	46×	2	valid
2.0ms	5×	0	valid

Compiler

Compiled 506 to 47 computations (90.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 211.0ms

ival-log: 51.0ms (24.2% of total)

ival-mult: 49.0ms (23.2% of total)

adjust: 28.0ms (13.3% of total)

ival-div: 24.0ms (11.4% of total)

ival-add: 19.0ms (9% of total)

ival-sub: 15.0ms (7.1% of total)

ival-pow2: 9.0ms (4.3% of total)

const: 8.0ms (3.8% of total)

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

ival-log1p: 3.0ms (1.4% of total)

exact: 1.0ms (0.5% of total)

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

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

series146.0ms (0.8%)

Memory

-4.2MiB live, 231.3MiB allocated

Counts

25 → 816

Calls

Call 1

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

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

204 calls:

Time	Variable		Point	Expression
41.0ms	t	@	0	(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
4.0ms	y	@	inf	(/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))
4.0ms	y	@	inf	(- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t)
3.0ms	y	@	inf	(neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))
3.0ms	y	@	0	(- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t)

simplify685.0ms (3.8%)

Memory

-14.4MiB live, 626.5MiB allocated

Algorithm

1×	egg-herbie

Rules

4 552×	`lower-*.f64`
4 552×	`lower-*.f32`
4 488×	`lower-fma.f64`
4 488×	`lower-fma.f32`
3 828×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1787	29724
1	6286	27588
0	8153	25953

Stop Event

1×	iter limit
1×	node limit

Counts

816 → 811

Calls

Call 1

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

rewrite1.0s (5.6%)

Memory

10.2MiB live, 802.9MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

5 506×	`lower-*.f32`
5 492×	`lower-*.f64`
5 158×	`lower-fma.f32`
5 142×	`lower-fma.f64`
3 184×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	49	370
0	83	308
1	382	280
2	3263	280
0	8758	277

Stop Event

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

Counts

25 → 1 440

Calls

Call 1

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

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

eval740.0ms (4.1%)

Memory: 38.7MiB live, 1 011.8MiB allocated
Compiler: Compiled 173 905 to 7 000 computations (96% saved)

prune363.0ms (2%)

Memory

6.0MiB live, 969.5MiB allocated

Pruning

20 alts after pruning (19 fresh and 1 done)

	Pruned	Kept	Total
New	3 016	18	3 034
Fresh	10	1	11
Picked	4	1	5
Done	0	0	0
Total	3 030	20	3 050

Accuracy

100.0%

Counts

3 050 → 20

Alt Table

Click to see full alt table

Status	Accuracy	Program
	94.4%	(fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x (/.f64 x (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))))) (-.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (neg.f64 (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))))) t))
	94.0%	(fma.f64 x (.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)))) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (-.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (neg.f64 (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))))) t))
	42.8%	(/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 (.f64 z #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))) (.f64 z #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))))) (+.f64 #s(literal 0 binary64) t) (.f64 (-.f64 (.f64 x (log.f64 y)) (.f64 z #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) (-.f64 #s(literal 0 binary64) (.f64 t t)))) (.f64 (-.f64 (.f64 x (log.f64 y)) (.f64 z #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) (+.f64 #s(literal 0 binary64) t)))
	22.2%	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (fma.f64 x (log.f64 y) (fma.f64 z #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) t)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 z #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) #s(literal 2 binary64))) (+.f64 (pow.f64 (fma.f64 x (log.f64 y) (.f64 z #s(approx (log (- 1 y)) (.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) #s(literal 3 binary64)) (.f64 t (*.f64 t t)))))
▶	98.0%	(-.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))))) #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))) t)
	86.3%	(-.f64 #s(approx (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) (*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))) t)
	75.2%	(.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) #s(approx (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t)) (*.f64 (neg.f64 z) (-.f64 (neg.f64 (/.f64 (fma.f64 x (log.f64 y) t) z)) (log1p.f64 (neg.f64 y))))))))
▶	99.6%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z (fma.f64 x (log.f64 y) (neg.f64 t))))
	87.8%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 x (log.f64 y) (neg.f64 t)))
	77.3%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (*.f64 z (+.f64 (log1p.f64 (neg.f64 y)) (/.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) z))))
	44.9%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (*.f64 x (log.f64 y)))
▶	56.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
	56.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
	55.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))) (neg.f64 t)))
▶	55.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 t)))
	13.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.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)))))
	21.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
▶	99.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
	84.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64)))))
✓	44.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 109 to 535 computations (51.8% saved)

simplify451.0ms (2.5%)

Memory

-3.5MiB live, 473.3MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(pow.f64 (log.f64 y) #s(literal 2 binary64))
✓	cost-diff	0	(*.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))
✓	cost-diff	0	(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))))) #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))))
✓	cost-diff	0	(-.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))))) #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))) 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)))
✓	cost-diff	0	(*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))
✓	cost-diff	0	#s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))
✓	cost-diff	0	(fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
✓	cost-diff	0	(neg.f64 y)
✓	cost-diff	0	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
✓	cost-diff	0	(fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 t))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 t)))
✓	cost-diff	0	(fma.f64 x (log.f64 y) (neg.f64 t))
✓	cost-diff	0	(neg.f64 y)
✓	cost-diff	0	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z (fma.f64 x (log.f64 y) (neg.f64 t))))
✓	cost-diff	128	(fma.f64 (neg.f64 y) z (fma.f64 x (log.f64 y) (neg.f64 t)))

Rules

7 842×	`lower-fma.f32`
7 824×	`lower-fma.f64`
2 686×	`lower-*.f32`
2 678×	`lower-*.f64`
1 528×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	451
0	96	448
1	185	445
2	379	442
3	912	442
4	2130	442
5	4723	442
6	6715	442
7	7595	442
8	7813	442
9	7887	442
10	7895	442
0	8077	438

Stop Event

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

Calls

Call 1

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

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

localize210.0ms (1.2%)

Memory

-12.4MiB live, 340.8MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	accuracy	99.2%	(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))))) #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))))
✓	accuracy	99.2%	(pow.f64 (log.f64 y) #s(literal 2 binary64))
✓	accuracy	98.9%	(/.f64 x (-.f64 (.f64 x (log.f64 y)) (.f64 z (log1p.f64 (neg.f64 y)))))
✓	accuracy	52.2%	#s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))
✓	accuracy	100.0%	(log.f64 y)
✓	accuracy	100.0%	(-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t))
✓	accuracy	99.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
✓	accuracy	99.6%	(*.f64 x (log.f64 y))
✓	accuracy	100.0%	(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
✓	accuracy	100.0%	(*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))
✓	accuracy	99.8%	#s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64))))
✓	accuracy	56.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
✓	accuracy	100.0%	(neg.f64 t)
✓	accuracy	100.0%	(fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 t))
✓	accuracy	99.2%	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
✓	accuracy	56.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 t)))
✓	accuracy	100.0%	(log.f64 y)
✓	accuracy	100.0%	(fma.f64 (neg.f64 y) z (fma.f64 x (log.f64 y) (neg.f64 t)))
✓	accuracy	99.8%	(fma.f64 x (log.f64 y) (neg.f64 t))
✓	accuracy	99.8%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z (fma.f64 x (log.f64 y) (neg.f64 t))))

Samples

75.0ms	86×	1	valid
63.0ms	170×	0	valid

Compiler

Compiled 406 to 47 computations (88.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 107.0ms

ival-mult: 29.0ms (27.1% of total)

ival-log: 26.0ms (24.3% of total)

ival-add: 14.0ms (13.1% of total)

adjust: 8.0ms (7.5% of total)

ival-sub: 7.0ms (6.5% of total)

ival-pow2: 7.0ms (6.5% of total)

const: 6.0ms (5.6% of total)

ival-div: 4.0ms (3.7% of total)

ival-neg: 3.0ms (2.8% of total)

ival-log1p: 2.0ms (1.9% of total)

exact: 1.0ms (0.9% of total)

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

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

series35.0ms (0.2%)

Memory

3.7MiB live, 44.7MiB allocated

Counts

23 → 696

Calls

Call 1

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

174 calls:

Time	Variable		Point	Expression
0.0ms	y	@	inf	(+ (* (neg y) z) (+ (* x (log y)) (neg t)))
0.0ms	z	@	inf	(+ (* (neg y) z) (+ (* x (log y)) (neg t)))
0.0ms	y	@	0	(+ (* (neg y) z) (+ (* x (log y)) (neg t)))
0.0ms	z	@	0	(+ (* (neg y) z) (+ (* x (log y)) (neg t)))
0.0ms	x	@	0	(+ (* (neg y) z) (+ (* x (log y)) (neg t)))

simplify584.0ms (3.3%)

Memory

-29.9MiB live, 708.4MiB allocated

Algorithm

1×	egg-herbie

Rules

8 382×	`lower-fma.f64`
8 382×	`lower-fma.f32`
6 230×	`lower-*.f64`
6 230×	`lower-*.f32`
4 108×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1067	22836
1	3784	20205
0	8741	19157

Stop Event

1×	iter limit
1×	node limit

Counts

696 → 696

Calls

Call 1

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

rewrite457.0ms (2.6%)

Memory

44.3MiB live, 744.9MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

6 268×	`lower-fma.f32`
6 250×	`lower-fma.f64`
6 078×	`lower-*.f32`
6 070×	`lower-*.f64`
3 352×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	60	373
0	96	399
1	414	337
2	3424	337
0	9521	333

Stop Event

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

Counts

23 → 445

Calls

Call 1

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

Outputs
(+.f64 (neg.f64 t) (-.f64 (.f64 x (log.f64 y)) (.f64 y z)))
(+.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (neg.f64 (*.f64 y z)))
(+.f64 (*.f64 x (log.f64 y)) (neg.f64 (fma.f64 y z t)))
(+.f64 (neg.f64 (*.f64 y z)) (fma.f64 x (log.f64 y) (neg.f64 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 (fma.f64 x (log.f64 y) (neg.f64 t)) (*.f64 y z))
(-.f64 (*.f64 x (log.f64 y)) (fma.f64 y z t))
(-.f64 (.f64 x (log.f64 y)) (-.f64 t (neg.f64 (.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))))
(-.f64 (/.f64 (.f64 y (.f64 z (.f64 y z))) (-.f64 (neg.f64 (.f64 y z)) (fma.f64 x (log.f64 y) (neg.f64 t)))) (/.f64 (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64)) (-.f64 (neg.f64 (*.f64 y z)) (fma.f64 x (log.f64 y) (neg.f64 t)))))
(-.f64 (+.f64 (-.f64 (.f64 x (log.f64 y)) (.f64 y z)) #s(literal 0 binary64)) t)
(fma.f64 y (neg.f64 z) (fma.f64 x (log.f64 y) (neg.f64 t)))
(fma.f64 (neg.f64 y) z (fma.f64 x (log.f64 y) (neg.f64 t)))
(fma.f64 z (neg.f64 y) (fma.f64 x (log.f64 y) (neg.f64 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 t #s(literal -1 binary64) (-.f64 (.f64 x (log.f64 y)) (.f64 y z)))
(fma.f64 #s(literal -1 binary64) t (-.f64 (.f64 x (log.f64 y)) (.f64 y z)))
(fma.f64 #s(literal -1 binary64) (fma.f64 y z t) (*.f64 x (log.f64 y)))
(fma.f64 #s(literal -1 binary64) (*.f64 y z) (fma.f64 x (log.f64 y) (neg.f64 t)))
(fma.f64 (fma.f64 t (.f64 t t) (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 (neg.f64 t) (-.f64 (neg.f64 t) (.f64 x (log.f64 y))) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)))) (neg.f64 (*.f64 y z)))
(fma.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 t t)) (/.f64 #s(literal 1 binary64) (-.f64 (.f64 x (log.f64 y)) (neg.f64 t))) (neg.f64 (.f64 y z)))
(fma.f64 (neg.f64 z) y (fma.f64 x (log.f64 y) (neg.f64 t)))
(fma.f64 (*.f64 z #s(literal -1 binary64)) y (fma.f64 x (log.f64 y) (neg.f64 t)))
(/.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 #s(literal 1 binary64) (/.f64 (fma.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (-.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (neg.f64 (.f64 y z))) (.f64 y (.f64 z (.f64 y z)))) (fma.f64 (.f64 y z) (.f64 y (.f64 z (.f64 y z))) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 3 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 (neg.f64 (.f64 y z)) (fma.f64 x (log.f64 y) (neg.f64 t))) (-.f64 (.f64 y (.f64 z (.f64 y z))) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64)))))
(/.f64 (fma.f64 (.f64 y z) (.f64 y (.f64 z (.f64 y z))) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 3 binary64))) (fma.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (-.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (neg.f64 (.f64 y z))) (.f64 y (.f64 z (.f64 y z)))))
(/.f64 (fma.f64 (.f64 y z) (.f64 y (.f64 z (.f64 y z))) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 3 binary64))) (+.f64 (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64)) (-.f64 (.f64 y (.f64 z (.f64 y z))) (.f64 (neg.f64 y) (*.f64 z (fma.f64 x (log.f64 y) (neg.f64 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 (.f64 y (.f64 z (.f64 y z))) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64))) (-.f64 (neg.f64 (.f64 y z)) (fma.f64 x (log.f64 y) (neg.f64 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 (neg.f64 (fma.f64 (.f64 y z) (.f64 y (.f64 z (.f64 y z))) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (-.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (neg.f64 (.f64 y z))) (.f64 y (.f64 z (.f64 y z))))))
(/.f64 (neg.f64 (-.f64 (.f64 y (.f64 z (.f64 y z))) (pow.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64)))) (neg.f64 (-.f64 (neg.f64 (.f64 y z)) (fma.f64 x (log.f64 y) (neg.f64 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)) (-.f64 (.f64 t t) (.f64 (-.f64 (.f64 x (log.f64 y)) (.f64 y z)) (neg.f64 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 (fma.f64 x (log.f64 y) (neg.f64 t)) #s(literal 2 binary64)) (.f64 y (.f64 z (.f64 y z)))) (-.f64 (fma.f64 x (log.f64 y) (neg.f64 t)) (neg.f64 (.f64 y z))))
(/.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)) (neg.f64 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 #s(literal 0 binary64) (.f64 t (.f64 t t))) (fma.f64 y (.f64 z (.f64 y z)) (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 (neg.f64 (.f64 y z)) (.f64 x (log.f64 y))))) (.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (fma.f64 (.f64 y z) (.f64 y (.f64 z (.f64 y z))) (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64))))) (.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (fma.f64 y (.f64 z (.f64 y z)) (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 (neg.f64 (.f64 y z)) (*.f64 x (log.f64 y)))))))
(/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (+.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 (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 3 binary64)) (.f64 (.f64 y z) (.f64 y (.f64 z (.f64 y z))))))) (.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (+.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 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (-.f64 (neg.f64 (.f64 y z)) (.f64 x (log.f64 y))) (.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (-.f64 (.f64 y (.f64 z (.f64 y z))) (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64))))) (.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (-.f64 (neg.f64 (.f64 y z)) (.f64 x (log.f64 y)))))
(/.f64 (fma.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (fma.f64 x (log.f64 y) (.f64 y z)) (.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (.f64 y (.f64 z (.f64 y z)))))) (.f64 (+.f64 #s(literal 0 binary64) (fma.f64 t t (.f64 #s(literal 0 binary64) t))) (fma.f64 x (log.f64 y) (.f64 y z))))
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(.f64 (+.f64 (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 6 binary64)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))) #s(literal 3 binary64))) (pow.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) (-.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))))) (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 4 binary64)) (pow.f64 (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))) #s(literal 2 binary64))))))
(.f64 (-.f64 (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 4 binary64)) (pow.f64 (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))) #s(literal 2 binary64))) (pow.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (-.f64 (/.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)))) #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))))))
(*.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))
(.f64 (log.f64 y) (.f64 x (log.f64 y)))
(.f64 (.f64 x (log.f64 y)) (log.f64 y))
(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
(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))
(+.f64 #s(literal 0 binary64) (neg.f64 t))
(-.f64 #s(literal 0 binary64) t)
(neg.f64 t)
(/.f64 (-.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))))
(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
(*.f64 t #s(literal -1 binary64))
(*.f64 #s(literal -1 binary64) t)
(+.f64 #s(literal -1/3 binary64) (*.f64 y #s(literal -1/4 binary64)))
(+.f64 (*.f64 y #s(literal -1/4 binary64)) #s(literal -1/3 binary64))
(-.f64 (/.f64 (.f64 (.f64 y y) #s(literal 1/16 binary64)) (fma.f64 y #s(literal -1/4 binary64) #s(literal 1/3 binary64))) (/.f64 #s(literal 1/9 binary64) (fma.f64 y #s(literal -1/4 binary64) #s(literal 1/3 binary64))))
(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 (fma.f64 (.f64 y y) #s(literal 1/16 binary64) #s(literal 1/9 binary64)) (.f64 y #s(literal 1/12 binary64))) (fma.f64 (.f64 y (.f64 y y)) #s(literal -1/64 binary64) #s(literal -1/27 binary64))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal 1/3 binary64)) (fma.f64 (*.f64 y y) #s(literal 1/16 binary64) #s(literal -1/9 binary64))))
(/.f64 (fma.f64 (.f64 y (.f64 y y)) #s(literal -1/64 binary64) #s(literal -1/27 binary64)) (-.f64 (fma.f64 (.f64 y y) #s(literal 1/16 binary64) #s(literal 1/9 binary64)) (.f64 y #s(literal 1/12 binary64))))
(/.f64 (fma.f64 (.f64 y (.f64 y y)) #s(literal -1/64 binary64) #s(literal -1/27 binary64)) (+.f64 #s(literal 1/9 binary64) (-.f64 (.f64 (.f64 y y) #s(literal 1/16 binary64)) (*.f64 y #s(literal 1/12 binary64)))))
(/.f64 (fma.f64 (*.f64 y y) #s(literal 1/16 binary64) #s(literal -1/9 binary64)) (fma.f64 y #s(literal -1/4 binary64) #s(literal 1/3 binary64)))
(/.f64 (neg.f64 (fma.f64 (.f64 y (.f64 y y)) #s(literal -1/64 binary64) #s(literal -1/27 binary64))) (neg.f64 (-.f64 (fma.f64 (.f64 y y) #s(literal 1/16 binary64) #s(literal 1/9 binary64)) (.f64 y #s(literal 1/12 binary64)))))
(/.f64 (neg.f64 (fma.f64 (*.f64 y y) #s(literal 1/16 binary64) #s(literal -1/9 binary64))) (neg.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal 1/3 binary64))))
(/.f64 (-.f64 #s(literal 1/9 binary64) (.f64 (.f64 y y) #s(literal 1/16 binary64))) (-.f64 #s(literal -1/3 binary64) (*.f64 y #s(literal -1/4 binary64))))
(pow.f64 (/.f64 (-.f64 (fma.f64 (.f64 y y) #s(literal 1/16 binary64) #s(literal 1/9 binary64)) (.f64 y #s(literal 1/12 binary64))) (fma.f64 (.f64 y (.f64 y y)) #s(literal -1/64 binary64) #s(literal -1/27 binary64))) #s(literal -1 binary64))
(pow.f64 (/.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal 1/3 binary64)) (fma.f64 (*.f64 y y) #s(literal 1/16 binary64) #s(literal -1/9 binary64))) #s(literal -1 binary64))
(.f64 (fma.f64 (.f64 y (.f64 y y)) #s(literal -1/64 binary64) #s(literal -1/27 binary64)) (/.f64 #s(literal 1 binary64) (-.f64 (fma.f64 (.f64 y y) #s(literal 1/16 binary64) #s(literal 1/9 binary64)) (*.f64 y #s(literal 1/12 binary64)))))
(.f64 (fma.f64 (.f64 y y) #s(literal 1/16 binary64) #s(literal -1/9 binary64)) (/.f64 #s(literal 1 binary64) (fma.f64 y #s(literal -1/4 binary64) #s(literal 1/3 binary64))))
#s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))
(exp.f64 (.f64 (log.f64 (/.f64 (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))) x)) #s(literal -1 binary64)))
(neg.f64 (/.f64 x (neg.f64 (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))))))
(neg.f64 (/.f64 (neg.f64 x) (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)))))
(/.f64 x (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))) x))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))) x) #s(literal 1 binary64)))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))) x)))
(/.f64 (neg.f64 x) (neg.f64 (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)))))
(/.f64 (neg.f64 (neg.f64 x)) (neg.f64 (neg.f64 (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))))))
(/.f64 (.f64 x #s(literal 1 binary64)) (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))))
(pow.f64 (/.f64 (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))) x) #s(literal -1 binary64))
(pow.f64 (/.f64 (/.f64 (fma.f64 x (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))) x) #s(literal 1 binary64)) #s(literal -1 binary64))
(.f64 x (/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)))))
(.f64 #s(literal 1 binary64) (/.f64 x (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)))))
(.f64 (neg.f64 x) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))))))
(.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)))) x)
(.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)))) (pow.f64 (/.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)))
(.f64 (/.f64 x (-.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 (.f64 z (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))))
(.f64 (/.f64 x (-.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))))

eval180.0ms (1%)

Memory: 4.5MiB live, 358.3MiB allocated
Compiler: Compiled 48 128 to 2 357 computations (95.1% saved)

prune239.0ms (1.3%)

Memory

-16.9MiB live, 300.6MiB allocated

Pruning

27 alts after pruning (25 fresh and 2 done)

	Pruned	Kept	Total
New	1 319	18	1 337
Fresh	7	7	14
Picked	4	1	5
Done	0	1	1
Total	1 330	27	1 357

Accuracy

100.0%

Counts

1 357 → 27

Alt Table

Click to see full alt table

Status	Accuracy	Program
	98.5%	(fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x (/.f64 x (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))))) (-.f64 #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))) t))
	98.1%	(fma.f64 x (.f64 (/.f64 #s(literal 1 binary64) (fma.f64 x (log.f64 y) (.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)))) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (-.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))) t))
▶	99.3%	(-.f64 (fma.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))) t)
	86.3%	(-.f64 #s(approx (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) (*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))) t)
	75.2%	(.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) #s(approx (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t)) (*.f64 (neg.f64 z) (-.f64 (neg.f64 (/.f64 (fma.f64 x (log.f64 y) t) z)) (log1p.f64 (neg.f64 y))))))))
	56.3%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z #s(approx (+ (* x (log y)) (neg t)) (*.f64 x (log.f64 y)))))
▶	85.3%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z #s(approx (+ (* x (log y)) (neg t)) (*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))))))
	87.8%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 x (log.f64 y) (neg.f64 t)))
	44.9%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (*.f64 x (log.f64 y)))
	77.1%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (.f64 (neg.f64 z) (-.f64 y (/.f64 (-.f64 (.f64 x (log.f64 y)) t) z)))))
	59.4%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (.f64 y (-.f64 (/.f64 (.f64 x (log.f64 y)) y) (+.f64 z (/.f64 t y))))))
▶	13.8%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (*.f64 y (neg.f64 z))))
	55.8%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (neg.f64 (fma.f64 y z t))))
	51.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 (.f64 (.f64 (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) (.f64 y y)) (.f64 (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) (.f64 y y))) (.f64 y y)) (-.f64 (.f64 (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) (.f64 y y)) (neg.f64 y)))) (neg.f64 t)))
	25.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (/.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))))) (neg.f64 t)))
	51.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) (neg.f64 t)))
✓	56.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
	56.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (.f64 y (fma.f64 y (fma.f64 y #s(approx (+ ( y -1/4) -1/3) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
	55.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))) (neg.f64 t)))
	29.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (fma.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (neg.f64 (*.f64 t t))) (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) t)))
	7.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))) (fma.f64 (neg.f64 t) (-.f64 (neg.f64 t) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))))
▶	13.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.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)))))
	21.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	29.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 (neg.f64 t))) (fma.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (neg.f64 (*.f64 t t))))))
	29.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (neg.f64 (.f64 t t))) (/.f64 #s(literal 1 binary64) (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 (neg.f64 t))))))
▶	7.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))) (/.f64 #s(literal 1 binary64) (fma.f64 (neg.f64 t) (-.f64 (neg.f64 t) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))))))
✓	44.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 1 275 to 641 computations (49.7% saved)

simplify387.0ms (2.2%)

Memory

10.3MiB live, 205.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(neg.f64 y)
✓	cost-diff	0	(fma.f64 (neg.f64 y) z #s(approx (+ (* x (log y)) (neg t)) (*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)))))
✓	cost-diff	0	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z #s(approx (+ (* x (log y)) (neg t)) (*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))))))
✓	cost-diff	896	(*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))) (/.f64 #s(literal 1 binary64) (fma.f64 (neg.f64 t) (-.f64 (neg.f64 t) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))))))
✓	cost-diff	128	(-.f64 (neg.f64 t) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))
✓	cost-diff	320	(.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))) (/.f64 #s(literal 1 binary64) (fma.f64 (neg.f64 t) (-.f64 (neg.f64 t) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))))
✓	cost-diff	704	(fma.f64 (neg.f64 t) (-.f64 (neg.f64 t) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))
✓	cost-diff	64	(-.f64 #s(literal 0 binary64) (.f64 t (.f64 t 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 (-.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))))
✓	cost-diff	0	(neg.f64 z)
✓	cost-diff	0	(*.f64 y (neg.f64 z))
✓	cost-diff	0	#s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (*.f64 y (neg.f64 z)))
✓	cost-diff	0	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (*.f64 y (neg.f64 z))))
✓	cost-diff	0	(pow.f64 (log.f64 y) #s(literal 2 binary64))
✓	cost-diff	0	(*.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))
✓	cost-diff	0	(fma.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))))
✓	cost-diff	0	(-.f64 (fma.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))) t)

Rules

5 472×	`lower-fma.f32`
5 460×	`lower-fma.f64`
3 594×	`lower-*.f32`
3 572×	`lower-*.f64`
1 368×	`div-sub`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	74	801
0	114	764
1	227	691
2	488	663
3	1401	629
4	3709	629
5	6260	629
0	8200	614

Stop Event

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

Calls

Call 1

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

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

localize588.0ms (3.3%)

Memory

-17.9MiB live, 310.4MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	accuracy	99.9%	(fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))
✓	accuracy	99.8%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z #s(approx (+ (* x (log y)) (neg t)) (*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))))))
✓	accuracy	99.6%	(/.f64 (log.f64 y) t)
✓	accuracy	85.6%	(*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)))
✓	accuracy	96.3%	(fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))))
✓	accuracy	94.4%	(.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))
✓	accuracy	39.6%	(.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))) (/.f64 #s(literal 1 binary64) (fma.f64 (neg.f64 t) (-.f64 (neg.f64 t) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))))
✓	accuracy	13.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))) (/.f64 #s(literal 1 binary64) (fma.f64 (neg.f64 t) (-.f64 (neg.f64 t) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))))))
✓	accuracy	100.0%	(*.f64 #s(literal 0 binary64) t)
✓	accuracy	99.9%	(.f64 t (.f64 t t))
✓	accuracy	44.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.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)))))
✓	accuracy	30.8%	(/.f64 (-.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))))
✓	accuracy	100.0%	(*.f64 y (neg.f64 z))
✓	accuracy	100.0%	(neg.f64 z)
✓	accuracy	99.8%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (*.f64 y (neg.f64 z))))
✓	accuracy	14.0%	#s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (*.f64 y (neg.f64 z)))
✓	accuracy	99.2%	(fma.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))))
✓	accuracy	99.2%	(pow.f64 (log.f64 y) #s(literal 2 binary64))
✓	accuracy	74.9%	#s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))
✓	accuracy	52.2%	#s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))

Samples

221.0ms	86×	1	valid
170.0ms	170×	0	valid

Compiler

Compiled 644 to 57 computations (91.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 358.0ms

ival-log: 205.0ms (57.3% of total)

ival-div: 59.0ms (16.5% of total)

ival-add: 32.0ms (8.9% of total)

ival-mult: 31.0ms (8.7% of total)

ival-sub: 9.0ms (2.5% of total)

adjust: 9.0ms (2.5% of total)

ival-pow2: 7.0ms (2% of total)

ival-neg: 4.0ms (1.1% of total)

ival-log1p: 2.0ms (0.6% of total)

exact: 1.0ms (0.3% of total)

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

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

series145.0ms (0.8%)

Memory

3.3MiB live, 122.5MiB allocated

Counts

28 → 852

Calls

Call 1

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

Outputs
#<alt (* -1 (+ t (* -1 (* z (log (- 1 y))))))>
#<alt (- (* x (log y)) (+ t (* -1 (* z (log (- 1 y))))))>
#<alt (- (* x (+ (log y) (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (+ t (* -1 (* z (log (- 1 y))))))>
#<alt (- (* x (+ (log y) (* x (+ (* -1 (/ (pow (log y) 2) (* z (log (- 1 y))))) (/ (pow (log y) 2) (* z (log (- 1 y)))))))) (+ t (* -1 (* z (log (- 1 y))))))>
#<alt (* x (log y))>
#<alt (* x (+ (log y) (* -1 (/ (+ t (* -1 (* z (log (- 1 y))))) x))))>
#<alt (* x (- (+ (log y) (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (pow x 2)))) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x))))>
#<alt (* x (- (+ (log y) (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (pow x 2)))) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x))))>
#<alt (* x (log y))>
#<alt (* -1 (* x (+ (* -1 (log y)) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (+ t (* -1 (* z (log (- 1 y)))))) x)))))>
#<alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (+ t (* -1 (* z (log (- 1 y)))))) x)))))>
#<alt (- (* x (log y)) t)>
#<alt (- (+ (* -1 (* y z)) (* x (log y))) t)>
#<alt (- (+ (* x (log y)) (* y (- (* -1 (* y (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z))) t)>
#<alt (- (+ (* x (log y)) (* y (- (* y (- (* y (- (/ (pow z 3) (* (pow x 2) (pow (log y) 2))) (+ (* -1 (/ (* z (+ (* -1 (/ (pow z 2) (* x (log y)))) (* 1/2 z))) (* x (log y)))) (+ (* -1/2 (/ (pow z 2) (* x (log y)))) (+ (* 1/3 z) (/ (pow z 2) (* x (log y)))))))) (+ (* -1 (/ (pow z 2) (* x (log y)))) (+ (* 1/2 z) (/ (pow z 2) (* x (log y))))))) z))) t)>
#<alt (- (/ (* (pow x 2) (pow (log (/ 1 y)) 2)) (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) (+ t (/ (* (pow z 2) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))))>
#<alt (- (+ (/ (* (pow x 2) (pow (log (/ 1 y)) 2)) (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) (/ (* (pow z 3) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (* y (pow (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)))) (+ t (+ (* -2 (/ (* (pow z 2) (+ (log -1) (* -1 (log (/ 1 y))))) (* y (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) (+ (/ (* (pow x 2) (* z (pow (log (/ 1 y)) 2))) (* y (pow (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2))) (/ (* (pow z 2) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))))))>
#<alt (- (+ (* 1/2 (/ (* (pow z 3) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (* (pow y 2) (pow (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)))) (+ (/ (* z (- (* -2 (/ (* (pow z 2) (+ (log -1) (* -1 (log (/ 1 y))))) (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) (/ (* (pow z 3) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (pow (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)))) (* (pow y 2) (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) (+ (/ (* (pow x 2) (pow (log (/ 1 y)) 2)) (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) (/ (* (pow z 3) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (* y (pow (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)))))) (+ t (+ (* -2 (/ (* (pow z 2) (+ (log -1) (* -1 (log (/ 1 y))))) (* y (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) (+ (* -1 (/ (* (pow x 2) (* (pow z 2) (pow (log (/ 1 y)) 2))) (* (pow y 2) (pow (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 3)))) (+ (* 1/2 (/ (* (pow x 2) (* z (pow (log (/ 1 y)) 2))) (* (pow y 2) (pow (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2)))) (+ (/ (* (pow x 2) (* z (pow (log (/ 1 y)) 2))) (* y (pow (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) 2))) (+ (/ (* (pow z 2) (+ 1 (* -1 (+ (log -1) (* -1 (log (/ 1 y))))))) (* (pow y 2) (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) (/ (* (pow z 2) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (- (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))))))))>
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#<alt (+ (* z (- (* z (- (/ (* z (pow (log (- 1 y)) 3)) (* (pow x 3) (pow (log y) 4))) (* -1 (/ (pow (log (- 1 y)) 2) (* (pow x 2) (pow (log y) 3)))))) (* -1 (/ (log (- 1 y)) (* x (pow (log y) 2)))))) (/ 1 (log y)))>
#<alt (* -1 (/ x (* z (log (- 1 y)))))>
#<alt (/ (+ (* -1 (/ x (log (- 1 y)))) (* -1 (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2))))) z)>
#<alt (/ (- (+ (* -1 (/ x (log (- 1 y)))) (* -1 (/ (* (pow x 3) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3))))) (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2)))) z)>
#<alt (/ (- (+ (* -1 (/ x (log (- 1 y)))) (* -1 (/ (* (pow x 4) (pow (log y) 3)) (* (pow z 3) (pow (log (- 1 y)) 4))))) (+ (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2))) (/ (* (pow x 3) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3))))) z)>
#<alt (* -1 (/ x (* z (log (- 1 y)))))>
#<alt (* -1 (/ (+ (/ x (log (- 1 y))) (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2)))) z))>
#<alt (* -1 (/ (+ (* -1 (/ (- (* -1 (/ (* (pow x 3) (pow (log y) 2)) (* z (pow (log (- 1 y)) 3)))) (/ (* (pow x 2) (log y)) (pow (log (- 1 y)) 2))) z)) (/ x (log (- 1 y)))) z))>
#<alt (* -1 (/ (+ (* -1 (/ (- (* -1 (/ (- (/ (* (pow x 4) (pow (log y) 3)) (* z (pow (log (- 1 y)) 4))) (* -1 (/ (* (pow x 3) (pow (log y) 2)) (pow (log (- 1 y)) 3)))) z)) (/ (* (pow x 2) (log y)) (pow (log (- 1 y)) 2))) z)) (/ x (log (- 1 y)))) z))>
#<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 (pow t 3)>
#<alt (pow t 3)>
#<alt (pow t 3)>
#<alt (pow t 3)>
#<alt (pow t 3)>
#<alt (pow t 3)>
#<alt (pow t 3)>
#<alt (pow t 3)>
#<alt (pow t 3)>
#<alt (pow t 3)>
#<alt (pow t 3)>
#<alt (pow t 3)>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow z 2) (pow (log (- 1 y)) 2))>
#<alt (* (pow y 2) (pow z 2))>
#<alt (* (pow y 2) (+ (* y (pow z 2)) (pow z 2)))>
#<alt (* (pow y 2) (+ (* y (+ (* 11/12 (* y (pow z 2))) (pow z 2))) (pow z 2)))>
#<alt (* (pow y 2) (+ (* y (+ (* y (+ (* 5/6 (* y (pow z 2))) (* 11/12 (pow z 2)))) (pow z 2))) (pow z 2)))>
#<alt (* (pow z 2) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2))>
#<alt (+ (* -2 (/ (* (pow z 2) (+ (log -1) (* -1 (log (/ 1 y))))) y)) (* (pow z 2) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)))>
#<alt (+ (* -2 (/ (* (pow z 2) (+ (log -1) (* -1 (log (/ 1 y))))) y)) (+ (* (pow z 2) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (/ (* (pow z 2) (+ 1 (* -1 (+ (log -1) (* -1 (log (/ 1 y))))))) (pow y 2))))>
#<alt (+ (* -2 (/ (* (pow z 2) (+ (log -1) (* -1 (log (/ 1 y))))) y)) (+ (* (pow z 2) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (+ (/ (* (pow z 2) (+ 1 (* -1 (+ (log -1) (* -1 (log (/ 1 y))))))) (pow y 2)) (/ (* (pow z 2) (+ 1 (* -2/3 (+ (log -1) (* -1 (log (/ 1 y))))))) (pow y 3)))))>
#<alt (* (pow z 2) (pow (log (/ -1 y)) 2))>
#<alt (+ (* 2 (/ (* (pow z 2) (log (/ -1 y))) y)) (* (pow z 2) (pow (log (/ -1 y)) 2)))>
#<alt (+ (* -1 (/ (+ (* -2 (* (pow z 2) (log (/ -1 y)))) (* -1 (/ (* (pow z 2) (+ 1 (log (/ -1 y)))) y))) y)) (* (pow z 2) (pow (log (/ -1 y)) 2)))>
#<alt (+ (* -1 (/ (+ (* -2 (* (pow z 2) (log (/ -1 y)))) (* -1 (/ (+ (* -1 (/ (* (pow z 2) (- (* -2/3 (log (/ -1 y))) 1)) y)) (* (pow z 2) (+ 1 (log (/ -1 y))))) y))) y)) (* (pow z 2) (pow (log (/ -1 y)) 2)))>
#<alt (* (pow z 3) (pow (log (- 1 y)) 3))>
#<alt (+ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))>
#<alt (+ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))>
#<alt (+ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))>
#<alt (pow t 3)>
#<alt (* (pow t 3) (+ 1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))))>
#<alt (* (pow t 3) (+ 1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))))>
#<alt (* (pow t 3) (+ 1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))))>
#<alt (pow t 3)>
#<alt (* -1 (* (pow t 3) (- (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))) 1)))>
#<alt (* -1 (* (pow t 3) (- (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))) 1)))>
#<alt (* -1 (* (pow t 3) (- (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))) 1)))>
#<alt (pow t 3)>
#<alt (+ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))>
#<alt (+ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))>
#<alt (+ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow t 3))>
#<alt (* (pow z 3) (pow (log (- 1 y)) 3))>
#<alt (* (pow z 3) (+ (/ (pow t 3) (pow z 3)) (pow (log (- 1 y)) 3)))>
#<alt (* (pow z 3) (+ (/ (pow t 3) (pow z 3)) (pow (log (- 1 y)) 3)))>
#<alt (* (pow z 3) (+ (/ (pow t 3) (pow z 3)) (pow (log (- 1 y)) 3)))>
#<alt (* (pow z 3) (pow (log (- 1 y)) 3))>
#<alt (* -1 (* (pow z 3) (+ (* -1 (/ (pow t 3) (pow z 3))) (* -1 (pow (log (- 1 y)) 3)))))>
#<alt (* -1 (* (pow z 3) (+ (* -1 (/ (pow t 3) (pow z 3))) (* -1 (pow (log (- 1 y)) 3)))))>
#<alt (* -1 (* (pow z 3) (+ (* -1 (/ (pow t 3) (pow z 3))) (* -1 (pow (log (- 1 y)) 3)))))>
#<alt (pow t 3)>
#<alt (+ (* -1 (* (pow y 3) (pow z 3))) (pow t 3))>
#<alt (+ (* (pow y 3) (+ (* -3/2 (* y (pow z 3))) (* -1 (pow z 3)))) (pow t 3))>
#<alt (+ (* (pow y 3) (+ (* -1 (pow z 3)) (* y (+ (* -7/4 (* y (pow z 3))) (* -3/2 (pow z 3)))))) (pow t 3))>
#<alt (+ (* (pow z 3) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 3)) (pow t 3))>
#<alt (+ (* (pow z 3) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 3)) (+ (/ (* (pow z 3) (+ (* -2 (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (* -1 (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)))) y) (pow t 3)))>
#<alt (+ (* (pow z 3) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 3)) (+ (/ (* (pow z 3) (+ (* -2 (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (* -1 (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)))) y) (+ (/ (* (pow z 3) (+ (* -1/2 (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (+ (* 2 (+ (log -1) (* -1 (log (/ 1 y))))) (* (+ 1 (* -1 (+ (log -1) (* -1 (log (/ 1 y)))))) (+ (log -1) (* -1 (log (/ 1 y)))))))) (pow y 2)) (pow t 3))))>
#<alt (+ (* (pow z 3) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 3)) (+ (/ (* (pow z 3) (+ (log -1) (+ (* -1 (log (/ 1 y))) (+ (* -1 (+ 1 (* -1 (+ (log -1) (* -1 (log (/ 1 y))))))) (+ (* -1/3 (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (* (+ 1 (* -2/3 (+ (log -1) (* -1 (log (/ 1 y)))))) (+ (log -1) (* -1 (log (/ 1 y)))))))))) (pow y 3)) (+ (/ (* (pow z 3) (+ (* -2 (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (* -1 (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)))) y) (+ (/ (* (pow z 3) (+ (* -1/2 (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)) (+ (* 2 (+ (log -1) (* -1 (log (/ 1 y))))) (* (+ 1 (* -1 (+ (log -1) (* -1 (log (/ 1 y)))))) (+ (log -1) (* -1 (log (/ 1 y)))))))) (pow y 2)) (pow t 3)))))>
#<alt (+ (* -1 (* (pow z 3) (pow (log (/ -1 y)) 3))) (pow t 3))>
#<alt (+ (* -1 (* (pow z 3) (pow (log (/ -1 y)) 3))) (+ (* -1 (/ (* (pow z 3) (+ (* 2 (pow (log (/ -1 y)) 2)) (pow (log (/ -1 y)) 2))) y)) (pow t 3)))>
#<alt (+ (* -1 (* (pow z 3) (pow (log (/ -1 y)) 3))) (+ (* -1 (/ (+ (* -1 (/ (* (pow z 3) (+ (* -2 (log (/ -1 y))) (+ (* -1 (* (log (/ -1 y)) (+ 1 (log (/ -1 y))))) (* -1/2 (pow (log (/ -1 y)) 2))))) y)) (* (pow z 3) (+ (* 2 (pow (log (/ -1 y)) 2)) (pow (log (/ -1 y)) 2)))) y)) (pow t 3)))>
#<alt (+ (* -1 (* (pow z 3) (pow (log (/ -1 y)) 3))) (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (* (pow z 3) (+ 1 (+ (* -1 (* (log (/ -1 y)) (- (* -2/3 (log (/ -1 y))) 1))) (+ (* 1/3 (pow (log (/ -1 y)) 2)) (* 2 (log (/ -1 y))))))) y)) (* (pow z 3) (+ (* -2 (log (/ -1 y))) (+ (* -1 (* (log (/ -1 y)) (+ 1 (log (/ -1 y))))) (* -1/2 (pow (log (/ -1 y)) 2)))))) y)) (* (pow z 3) (+ (* 2 (pow (log (/ -1 y)) 2)) (pow (log (/ -1 y)) 2)))) y)) (pow t 3)))>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (* -1 (/ (log (/ 1 y)) t))>
#<alt (* -1 (/ (log (/ 1 y)) t))>
#<alt (* -1 (/ (log (/ 1 y)) t))>
#<alt (* -1 (/ (log (/ 1 y)) t))>
#<alt (/ (+ (log -1) (* -1 (log (/ -1 y)))) t)>
#<alt (/ (+ (log -1) (* -1 (log (/ -1 y)))) t)>
#<alt (/ (+ (log -1) (* -1 (log (/ -1 y)))) t)>
#<alt (/ (+ (log -1) (* -1 (log (/ -1 y)))) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt (/ (log y) t)>
#<alt -1>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt (/ (* x (log y)) t)>
#<alt (* x (- (/ (log y) t) (/ 1 x)))>
#<alt (* x (- (/ (log y) t) (/ 1 x)))>
#<alt (* x (- (/ (log y) t) (/ 1 x)))>
#<alt (/ (* x (log y)) t)>
#<alt (* -1 (* x (+ (* -1 (/ (log y) t)) (/ 1 x))))>
#<alt (* -1 (* x (+ (* -1 (/ (log y) t)) (/ 1 x))))>
#<alt (* -1 (* x (+ (* -1 (/ (log y) t)) (/ 1 x))))>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt (- (* -1 (/ (* x (log (/ 1 y))) t)) 1)>
#<alt (- (* -1 (/ (* x (log (/ 1 y))) t)) 1)>
#<alt (- (* -1 (/ (* x (log (/ 1 y))) t)) 1)>
#<alt (- (* -1 (/ (* x (log (/ 1 y))) t)) 1)>
#<alt (- (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) t) 1)>
#<alt (- (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) t) 1)>
#<alt (- (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) t) 1)>
#<alt (- (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) t) 1)>
#<alt (/ (* x (log y)) t)>
#<alt (/ (+ (* -1 t) (* x (log y))) t)>
#<alt (/ (+ (* -1 t) (* x (log y))) t)>
#<alt (/ (+ (* -1 t) (* x (log y))) t)>
#<alt -1>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt -1>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt (- (/ (* x (log y)) t) 1)>
#<alt (- (/ (* x (log y)) t) 1)>

Calls

213 calls:

Time	Variable		Point	Expression
27.0ms	t	@	0	(/ (log y) t)
26.0ms	y	@	inf	(* (+ (* t (* t t)) (* (* z (log (+ 1 (neg y)))) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y)))))))) (/ 1 (+ (* (neg t) (- (neg t) (* z (log (+ 1 (neg y)))))) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y)))))))))
5.0ms	t	@	-inf	(* (+ (* t (* t t)) (* (* z (log (+ 1 (neg y)))) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y)))))))) (/ 1 (+ (* (neg t) (- (neg t) (* z (log (+ 1 (neg y)))))) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y)))))))))
3.0ms	y	@	-inf	(* (+ (* t (* t t)) (* (* z (log (+ 1 (neg y)))) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y)))))))) (/ 1 (+ (* (neg t) (- (neg t) (* z (log (+ 1 (neg y)))))) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y)))))))))
2.0ms	t	@	inf	(/ (log y) t)

simplify534.0ms (3%)

Memory

16.8MiB live, 820.2MiB allocated

Algorithm

1×	egg-herbie

Rules

6 710×	`lower-fma.f64`
6 710×	`lower-fma.f32`
6 140×	`lower-*.f64`
6 140×	`lower-*.f32`
3 860×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1533	32598
1	5490	29466
0	8500	28018

Stop Event

1×	iter limit
1×	node limit

Counts

852 → 848

Calls

Call 1

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

rewrite596.0ms (3.3%)

Memory

-6.6MiB live, 768.2MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

5 624×	`lower-fma.f32`
5 612×	`lower-fma.f64`
3 898×	`lower-*.f32`
3 876×	`lower-*.f64`
2 566×	`lower-pow.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	74	643
0	114	604
1	498	455
2	4149	444
0	8485	432

Stop Event

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

Counts

28 → 639

Calls

Call 1

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

Outputs
(+.f64 #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) t))
(+.f64 #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) (-.f64 (.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) t))
(+.f64 (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))) t)
(+.f64 t (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(+.f64 (.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) (+.f64 #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))) t))
(+.f64 (+.f64 #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) t) (.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))))
(-.f64 (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))) t)
(-.f64 (/.f64 (pow.f64 (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y))))) #s(literal 3 binary64)) (fma.f64 t (+.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) t)) (pow.f64 (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y))))) #s(literal 2 binary64)))) (/.f64 (.f64 t (.f64 t t)) (fma.f64 t (+.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) t)) (pow.f64 (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))) #s(literal 2 binary64)))))
(-.f64 (/.f64 (pow.f64 (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y))))) #s(literal 2 binary64)) (+.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) t))) (/.f64 (.f64 t t) (+.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) t))))
(-.f64 (+.f64 (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))) #s(literal 0 binary64)) t)
(fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) (+.f64 #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))) t))
(fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) (+.f64 #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))) t))
(fma.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y))) (+.f64 #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))) t))
(fma.f64 #s(literal 1 binary64) t (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y))) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) (+.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))) t))
(fma.f64 t #s(literal 1 binary64) (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 t #s(literal -1 binary64) (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 t (/.f64 t t) (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 t (pow.f64 (/.f64 t t) #s(literal 1 binary64)) (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 (.f64 t t) (/.f64 t (.f64 t t)) (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 (.f64 t t) (pow.f64 (/.f64 t (.f64 t t)) #s(literal 1 binary64)) (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 (.f64 t (.f64 t t)) (/.f64 #s(literal 1 binary64) (.f64 t t)) (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 (.f64 t (.f64 t t)) (pow.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) #s(literal 1 binary64)) (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 #s(literal -1 binary64) t (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 (+.f64 (pow.f64 (.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(literal 3 binary64)) (pow.f64 #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) (-.f64 #s(approx (neg (/ (pow ( z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (.f64 z (log1p.f64 (neg.f64 y)))) (.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y))))) (pow.f64 (.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(literal 2 binary64)))) t)
(fma.f64 (/.f64 #s(literal 1 binary64) (.f64 t t)) (.f64 t (.f64 t t)) (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 (/.f64 #s(literal 1 binary64) t) (.f64 t t) (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- (* x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
(fma.f64 (/.f64 #s(literal 1 binary64) t) (pow.f64 (/.f64 t (.f64 t (.f64 t t))) #s(literal -1 binary64)) (fma.f64 x (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))))
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eval245.0ms (1.4%)

Memory: 2.5MiB live, 500.1MiB allocated
Compiler: Compiled 70 307 to 3 473 computations (95.1% saved)

prune293.0ms (1.6%)

Memory

8.0MiB live, 454.1MiB allocated

Pruning

48 alts after pruning (44 fresh and 4 done)

	Pruned	Kept	Total
New	1 639	28	1 667
Fresh	4	16	20
Picked	3	2	5
Done	0	2	2
Total	1 646	48	1 694

Accuracy

100.0%

Counts

1 694 → 48

Alt Table

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Status	Accuracy	Program
	55.1%	(fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))) (+.f64 #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y)))) t))
✓	99.3%	(-.f64 (fma.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(approx (/ x (- ( x (log y)) (* z (log (+ 1 (neg y)))))) (/.f64 #s(literal 1 binary64) (log.f64 y))) #s(approx (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (*.f64 z (log1p.f64 (neg.f64 y))))) t)
	86.3%	(-.f64 #s(approx (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) (*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))) t)
	45.7%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 z) y #s(approx (+ (* x (log y)) (neg t)) (fma.f64 (/.f64 (log.f64 y) t) (*.f64 x t) t))))
	40.8%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z #s(approx (+ (* x (log y)) (neg t)) (fma.f64 (*.f64 (log.f64 y) (/.f64 x t)) t t))))
	82.6%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z #s(approx (+ (* x (log y)) (neg t)) (-.f64 (/.f64 (.f64 x (.f64 (log.f64 y) t)) t) t))))
	56.3%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z #s(approx (+ (* x (log y)) (neg t)) (*.f64 x (log.f64 y)))))
	85.3%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z #s(approx (+ (* x (log y)) (neg t)) (.f64 t (fma.f64 (.f64 x (log.f64 y)) (/.f64 #s(literal 1 binary64) t) #s(literal -1 binary64))))))
	87.8%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 x (log.f64 y) (neg.f64 t)))
	44.9%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (*.f64 x (log.f64 y)))
	77.1%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (.f64 (neg.f64 z) (-.f64 y (/.f64 (-.f64 (.f64 x (log.f64 y)) t) z)))))
	3.9%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (.f64 y (/.f64 (-.f64 #s(literal 0 binary64) (.f64 z (.f64 z z))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (.f64 #s(literal 0 binary64) z)))))))
	7.0%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (.f64 y (/.f64 (-.f64 #s(literal 0 binary64) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)))))
	59.4%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (.f64 y (-.f64 (/.f64 (.f64 x (log.f64 y)) y) (+.f64 z (/.f64 t y))))))
✓	13.8%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (*.f64 y (neg.f64 z))))
	55.8%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (neg.f64 (fma.f64 y z t))))
	2.2%	#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) t)
	51.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 (.f64 (.f64 (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) (.f64 y y)) (.f64 (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) (.f64 y y))) (.f64 y y)) (-.f64 (.f64 (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) (.f64 y y)) (neg.f64 y)))) (neg.f64 t)))
	25.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (/.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))))) (neg.f64 t)))
	51.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) (neg.f64 t)))
✓	56.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
	56.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (.f64 y (fma.f64 y (fma.f64 y #s(approx (+ ( y -1/4) -1/3) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
	55.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))) (neg.f64 t)))
	29.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (fma.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (neg.f64 (*.f64 t t))) (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) t)))
	0.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (/.f64 (.f64 (.f64 t (.f64 t t)) (.f64 (.f64 t (.f64 t t)) (.f64 t (.f64 t t)))) (.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)))))
	8.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 (.f64 t t) (.f64 t (.f64 t t)))) (.f64 t (.f64 t (*.f64 t t)))))
	6.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (/.f64 (.f64 (.f64 t (.f64 t t)) (.f64 t (.f64 t t))) (.f64 t (.f64 t (.f64 t t))))))
	9.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (/.f64 (.f64 t (.f64 t (.f64 t t))) (.f64 t t))))
	13.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 t (.f64 t t))) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (*.f64 t t)))))
	21.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	0.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (.f64 (.f64 (.f64 t (.f64 t t)) (.f64 t (.f64 t t))) (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t)))) (+.f64 #s(literal 0 binary64) (fma.f64 t t (*.f64 #s(literal 0 binary64) t)))))
	0.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (.f64 (.f64 t (.f64 t t)) (.f64 t (.f64 t t))) (.f64 (.f64 t t) (.f64 t (*.f64 t t)))))
	1.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (.f64 t (.f64 t t)) (*.f64 t t)))
	2.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (*.f64 t t) t))
	29.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 (neg.f64 t))) (fma.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (neg.f64 (*.f64 t t))))))
	2.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) t)))
	44.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal 1 binary64) t)))
	29.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (neg.f64 (.f64 t t))) (/.f64 #s(literal 1 binary64) (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 (neg.f64 t))))))
	7.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))) (/.f64 #s(literal 1 binary64) (fma.f64 (neg.f64 t) (-.f64 (neg.f64 t) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))))))
	3.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))) (/.f64 #s(literal 1 binary64) (fma.f64 (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z z) (.f64 t (fma.f64 (neg.f64 z) #s(approx (log (+ 1 (neg y))) (neg.f64 y)) t))))))
	19.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))) (/.f64 #s(literal 1 binary64) (fma.f64 (neg.f64 t) (fma.f64 (neg.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y))) z t) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))))))
	7.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))) (/.f64 #s(literal 1 binary64) (fma.f64 (neg.f64 t) #s(approx (- (neg t) ( z (log (+ 1 (neg y))))) (neg.f64 t)) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))))))
	1.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))) (/.f64 #s(literal 1 binary64) #s(approx (+ ( (neg t) (- (neg t) (* z (log (+ 1 (neg y)))))) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y))))))) (-.f64 (.f64 t t) (.f64 t (*.f64 z y)))))))
	1.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 t (.f64 t t) (.f64 (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))) (/.f64 #s(literal 1 binary64) #s(approx (+ ( (neg t) (- (neg t) (* z (log (+ 1 (neg y)))))) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y))))))) (*.f64 t t)))))
	0.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (/.f64 #s(literal 1 binary64) (.f64 t (.f64 t t))) (.f64 t (.f64 t (.f64 t t)))))
	2.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (/.f64 #s(literal 1 binary64) t) (.f64 t t)))
✓	44.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	2.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (+ (* t (* t t)) (* (* z (log (+ 1 (neg y)))) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y)))))))) (/ 1 (+ (* (neg t) (- (neg t) (* z (log (+ 1 (neg y)))))) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y))))))))) (fma.f64 z y t)))

Compiler

Compiled 3 013 to 832 computations (72.4% saved)

regimes173.0ms (1%)

Memory

26.6MiB live, 253.6MiB allocated

Counts

81 → 1

Calls

Call 1

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

Outputs

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

Calls

6 calls:

39.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
31.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
25.0ms	z
25.0ms	x
24.0ms	t

Results

Accuracy	Segments	Branch
99.9%	1	`x`
99.9%	1	`y`
99.9%	1	`z`
99.9%	1	`t`
99.9%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.9%	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)

regimes148.0ms (0.8%)

Memory

-42.5MiB live, 170.2MiB allocated

Counts

58 → 1

Calls

Call 1

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

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

Calls

6 calls:

46.0ms	x
28.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
19.0ms	y
18.0ms	z
17.0ms	t

Results

Accuracy	Segments	Branch
99.8%	1	`x`
99.8%	1	`y`
99.8%	1	`z`
99.8%	1	`t`
99.8%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.8%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes124.0ms (0.7%)

Memory

-0.4MiB live, 194.9MiB allocated

Counts

55 → 1

Calls

Call 1

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

Outputs

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

Calls

6 calls:

32.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
17.0ms	y
17.0ms	t
17.0ms	z
16.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

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

Compiler

Compiled 52 to 39 computations (25% saved)

regimes100.0ms (0.6%)

Memory

15.4MiB live, 210.2MiB allocated

Counts

49 → 1

Calls

Call 1

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

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:

18.0ms	z
17.0ms	y
16.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
16.0ms	t
15.0ms	x

Results

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

Compiler

Compiled 52 to 39 computations (25% saved)

regimes298.0ms (1.7%)

Memory

7.2MiB live, 177.1MiB allocated

Counts

48 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

217.0ms	y
19.0ms	t
15.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
15.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
14.0ms	z

Results

Accuracy	Segments	Branch
92.7%	3	`x`
87.8%	1	`y`
92.4%	3	`z`
92.8%	3	`t`
87.8%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
92.7%	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)

regimes36.0ms (0.2%)

Memory

-5.8MiB live, 67.3MiB allocated

Counts

47 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

2 calls:

16.0ms	t
16.0ms	x

Results

Accuracy	Segments	Branch
92.7%	3	`x`
87.8%	1	`t`

Compiler

Compiled 10 to 8 computations (20% saved)

regimes94.0ms (0.5%)

Memory

26.1MiB live, 177.5MiB allocated

Counts

44 → 3

Calls

Call 1

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

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

Calls

6 calls:

19.0ms	x
17.0ms	t
15.0ms	z
14.0ms	y
13.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
58.1%	2	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
61.6%	3	`y`
74.5%	3	`t`
64.7%	5	`z`
78.9%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
78.9%	3	`x`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes88.0ms (0.5%)

Memory

-25.6MiB live, 176.8MiB allocated

Counts

41 → 1

Calls

Call 1

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

Outputs

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

Calls

6 calls:

17.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
15.0ms	x
14.0ms	z
13.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
13.0ms	y

Results

Accuracy	Segments	Branch
56.0%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
56.0%	1	`z`
56.0%	1	`y`
56.0%	1	`t`
56.0%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
56.0%	1	`x`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes64.0ms (0.4%)

Memory

12.2MiB live, 49.9MiB allocated

Counts

17 → 1

Calls

Call 1

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

Outputs

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

Calls

6 calls:

33.0ms	y
6.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
6.0ms	t
6.0ms	z

Results

Accuracy	Segments	Branch
56.0%	1	`z`
56.0%	1	`x`
56.0%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
56.0%	1	`y`
56.0%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
56.0%	1	`t`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes204.0ms (1.1%)

Memory

-5.9MiB live, 32.4MiB allocated

Counts

12 → 1

Calls

Call 1

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

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

Calls

6 calls:

180.0ms	x
4.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
4.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms	t
4.0ms	y

Results

Accuracy	Segments	Branch
55.9%	1	`z`
55.9%	1	`x`
55.9%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
55.9%	1	`y`
55.9%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
55.9%	1	`t`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes19.0ms (0.1%)

Memory

25.8MiB live, 25.8MiB allocated

Counts

7 → 1

Calls

Call 1

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

Outputs

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

Calls

6 calls:

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

Results

Accuracy	Segments	Branch
55.8%	1	`z`
55.8%	1	`x`
55.8%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
55.8%	1	`y`
55.8%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
55.8%	1	`t`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes21.0ms (0.1%)

Memory

-8.0MiB live, 30.6MiB allocated

Counts

4 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

9.0ms	t
2.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	z
2.0ms	y

Results

Accuracy	Segments	Branch
46.0%	2	`z`
44.3%	1	`x`
44.3%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
44.3%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
44.3%	1	`y`
49.8%	3	`t`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes11.0ms (0.1%)

Memory

-44.0MiB live, 13.1MiB allocated

Counts

3 → 1

Calls

Call 1

Inputs

#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) t)

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

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

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

Calls

3 calls:

6.0ms	z
2.0ms	x
2.0ms	t

Results

Accuracy	Segments	Branch
44.3%	1	`x`
44.3%	1	`z`
44.3%	1	`t`

Compiler

Compiled 15 to 12 computations (20% saved)

regimes9.0ms (0%)

Memory

19.9MiB live, 19.9MiB allocated

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

Inputs
#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) t)

Outputs
#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) t)

Calls

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

Results

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

Compiler

Compiled 52 to 39 computations (25% saved)

bsearch66.0ms (0.4%)

Memory

18.4MiB live, 131.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
35.0ms	6.121995521687702e-133	1.94783473264624e-128
27.0ms	-1.7537634311975546e-239	-1.1574030771639616e-240

Samples

42.0ms	104×	1	valid
11.0ms	120×	0	valid

Compiler

Compiled 398 to 257 computations (35.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 42.0ms

ival-log: 28.0ms (67.4% of total)

ival-mult: 6.0ms (14.4% of total)

ival-sub: 3.0ms (7.2% of total)

adjust: 3.0ms (7.2% of total)

ival-add: 1.0ms (2.4% of total)

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

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

exact: 0.0ms (0% of total)

bsearch100.0ms (0.6%)

Memory

-20.9MiB live, 139.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
56.0ms	8.943408417722293e-211	1.6112679941452685e-202
39.0ms	-6.160665801385206e-87	-8.918666665129711e-100

Samples

67.0ms	127×	1	valid
15.0ms	177×	0	valid

Compiler

Compiled 628 to 418 computations (33.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 72.0ms

ival-log: 54.0ms (74.8% of total)

adjust: 6.0ms (8.3% of total)

ival-mult: 6.0ms (8.3% of total)

ival-sub: 4.0ms (5.5% of total)

ival-add: 2.0ms (2.8% of total)

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

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

exact: 0.0ms (0% of total)

bsearch71.0ms (0.4%)

Memory

20.1MiB live, 62.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
24.0ms	2.8629176450879505e-18	1.380649828585753e-16
43.0ms	-1.7275265850423644e+80	-2.885345337266169e+78

Samples

45.0ms	77×	1	valid
13.0ms	147×	0	valid

Compiler

Compiled 440 to 299 computations (32% saved)

Precisions

Click to see histograms. Total time spent on operations: 50.0ms

ival-log: 40.0ms (79.5% of total)

ival-mult: 4.0ms (7.9% of total)

ival-sub: 3.0ms (6% of total)

adjust: 2.0ms (4% of total)

ival-add: 1.0ms (2% of total)

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

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

exact: 0.0ms (0% of total)

bsearch68.0ms (0.4%)

Memory

-7.8MiB live, 104.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
20.0ms	6.121995521687702e-133	1.94783473264624e-128
44.0ms	-5.53214799545542e-249	-5.184859549736621e-256

Samples

41.0ms	105×	1	valid
14.0ms	103×	0	valid

Compiler

Compiled 343 to 240 computations (30% saved)

Precisions

Click to see histograms. Total time spent on operations: 47.0ms

ival-log: 35.0ms (74.9% of total)

ival-mult: 4.0ms (8.6% of total)

ival-sub: 3.0ms (6.4% of total)

adjust: 3.0ms (6.4% of total)

ival-add: 1.0ms (2.1% of total)

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

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

exact: 0.0ms (0% of total)

simplify19.0ms (0.1%)

Memory

-17.1MiB live, 24.7MiB allocated

Algorithm

1×	egg-herbie

Rules

28×	`*-commutative_binary64`
22×	`+-commutative_binary64`
20×	`sub-neg_binary64`
12×	`neg-sub0_binary64`
12×	`neg-mul-1_binary64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	112	742
1	139	742
2	157	742
3	165	742
4	167	742

Stop Event

1×

saturated

Calls

Call 1

Inputs
(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 y (-.f64 (.f64 (.f64 z y) (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (*.f64 x (log.f64 y)))) t)
#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z (fma.f64 x (log.f64 y) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -3988368315302497/234609900900146882186598677984664276915992487298421985521184355961332236331850990873356568705635355651517313099522045706849459083321945101930045653332497036251241466330965705541769635934035794134999367747434457067322823095146394284977019183976237427064832 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 x (log.f64 y) (neg.f64 t))) (if (<=.f64 t #s(literal 3590010832863391/3121748550315992231381597229793166305748598142664971150859156959625371738819765620120306103063491971159826931121406622895447975679288285306290176 binary64)) #s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z #s(approx (+ (* x (log y)) (neg t)) (.f64 x (log.f64 y))))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 x (log.f64 y) (neg.f64 t)))))
(if (<=.f64 x #s(literal -5048382043913043/615656346818663737691860001564743965704370926101022604186692084441339402679643915803347910232576806887603562348544 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 x (log.f64 y) (neg.f64 t))) (if (<=.f64 x #s(literal 1279631325039661/88250436209631796779659651318894620729729809745361797646356310339459182198787453122058560031100937405340558296821374893066353027058699717113329784015217065825962377858834878767894752265396985241367417483713579073929216 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 x (log.f64 y) (neg.f64 t)))))
(if (<=.f64 x #s(literal -42000000000000001590860518205872056614479423751160824604641861538702367559516160 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 5476250592985951/40564819207303340847894502572032 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 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) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))) (neg.f64 t)))
#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (neg.f64 (fma.f64 y z t))))
(if (<=.f64 t #s(literal -3508205870822777/2063650512248692368563827284830142994214247367328599695812346519635444931862206482321942405811160890213571855442410658901884170154307365379884917884620857722298385484371113610034107490923540785363375909797699954703703235518560788042337487885808736236287260081631789056 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 8491156056859499/12486994201263968925526388919172665222994392570659884603436627838501486955279062480481224412253967884639307724485626491581791902717153141225160704 binary64)) #s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (.f64 y (neg.f64 z)))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) t)

Outputs
(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z #s(approx (log (- 1 y)) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 y (-.f64 (.f64 (.f64 z y) (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (*.f64 x (log.f64 y)))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 y (-.f64 (.f64 (.f64 y z) (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (*.f64 x (log.f64 y)))) t)
#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z (fma.f64 x (log.f64 y) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -3988368315302497/234609900900146882186598677984664276915992487298421985521184355961332236331850990873356568705635355651517313099522045706849459083321945101930045653332497036251241466330965705541769635934035794134999367747434457067322823095146394284977019183976237427064832 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 x (log.f64 y) (neg.f64 t))) (if (<=.f64 t #s(literal 3590010832863391/3121748550315992231381597229793166305748598142664971150859156959625371738819765620120306103063491971159826931121406622895447975679288285306290176 binary64)) #s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) (fma.f64 (neg.f64 y) z #s(approx (+ (* x (log y)) (neg t)) (.f64 x (log.f64 y))))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 x (log.f64 y) (neg.f64 t)))))
(if (<=.f64 x #s(literal -5048382043913043/615656346818663737691860001564743965704370926101022604186692084441339402679643915803347910232576806887603562348544 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 x (log.f64 y) (neg.f64 t))) (if (<=.f64 x #s(literal 1279631325039661/88250436209631796779659651318894620729729809745361797646356310339459182198787453122058560031100937405340558296821374893066353027058699717113329784015217065825962377858834878767894752265396985241367417483713579073929216 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 x (log.f64 y) (neg.f64 t)))))
(if (<=.f64 x #s(literal -42000000000000001590860518205872056614479423751160824604641861538702367559516160 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 5476250592985951/40564819207303340847894502572032 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 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) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y (fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64)) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))) (neg.f64 t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z #s(approx (log (+ 1 (neg y))) (*.f64 y (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64)))) (neg.f64 t)))
#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (neg.f64 (fma.f64 y z t))))
(if (<=.f64 t #s(literal -3508205870822777/2063650512248692368563827284830142994214247367328599695812346519635444931862206482321942405811160890213571855442410658901884170154307365379884917884620857722298385484371113610034107490923540785363375909797699954703703235518560788042337487885808736236287260081631789056 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 8491156056859499/12486994201263968925526388919172665222994392570659884603436627838501486955279062480481224412253967884639307724485626491581791902717153141225160704 binary64)) #s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) #s(approx (+ (* (neg y) z) (+ (* x (log y)) (neg t))) (.f64 y (neg.f64 z)))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* (* x (pow (log y) 2)) (/ x (- (* x (log y)) (* z (log (+ 1 (neg y))))))) (neg (/ (pow (* z (log (+ 1 (neg y)))) 2) (- (* x (log y)) (* z (log (+ 1 (neg y)))))))) t) t)

soundness1.7s (9.7%)

Memory

4.5MiB live, 1 162.2MiB allocated

Rules

22 162×	`lower-fma.f64`
22 162×	`lower-fma.f32`
8 382×	`lower-fma.f64`
8 382×	`lower-fma.f32`
7 024×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	74	643
0	114	604
1	498	455
2	4149	444
0	8485	432
0	1787	29724
1	6286	27588
0	8153	25953
0	49	370
0	83	308
1	382	280
2	3263	280
0	8758	277
0	192	1688
1	588	1578
2	1828	1526
3	5269	1494
0	8403	1337
0	1067	22836
1	3784	20205
0	8741	19157
0	12	38
0	19	38
1	67	38
2	506	38
3	6739	38
0	8211	32

Stop Event

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

Compiler

Compiled 542 to 286 computations (47.2% saved)

preprocess259.0ms (1.4%)

Memory: 16.5MiB live, 205.2MiB allocated
Compiler: Compiled 594 to 198 computations (66.7% 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

analyze77.0ms (0.4%)

sample2.3s (12.9%)

preprocess165.0ms (0.9%)

explain624.0ms (3.5%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify29.0ms (0.2%)

localize143.0ms (0.8%)

series345.0ms (1.9%)

simplify903.0ms (5.1%)

rewrite429.0ms (2.4%)

eval141.0ms (0.8%)

prune285.0ms (1.6%)

simplify387.0ms (2.2%)

localize451.0ms (2.5%)

series146.0ms (0.8%)

simplify685.0ms (3.8%)

rewrite1.0s (5.6%)

eval740.0ms (4.1%)

prune363.0ms (2%)

simplify451.0ms (2.5%)

localize210.0ms (1.2%)

series35.0ms (0.2%)

simplify584.0ms (3.3%)

rewrite457.0ms (2.6%)

eval180.0ms (1%)

prune239.0ms (1.3%)

simplify387.0ms (2.2%)

localize588.0ms (3.3%)

series145.0ms (0.8%)

simplify534.0ms (3%)

rewrite596.0ms (3.3%)

eval245.0ms (1.4%)

prune293.0ms (1.6%)

regimes173.0ms (1%)

regimes148.0ms (0.8%)

regimes124.0ms (0.7%)

regimes100.0ms (0.6%)

regimes298.0ms (1.7%)

regimes36.0ms (0.2%)

regimes94.0ms (0.5%)

regimes88.0ms (0.5%)

regimes64.0ms (0.4%)

regimes204.0ms (1.1%)

regimes19.0ms (0.1%)

regimes21.0ms (0.1%)

regimes11.0ms (0.1%)

regimes9.0ms (0%)

bsearch66.0ms (0.4%)

bsearch100.0ms (0.6%)

bsearch71.0ms (0.4%)

bsearch68.0ms (0.4%)

simplify19.0ms (0.1%)

soundness1.7s (9.7%)

preprocess259.0ms (1.4%)

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