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

analyze78.0ms (0.5%)

Memory

6.5MiB live, 118.4MiB allocated

Algorithm

1×

Search

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

Compiler

Compiled 15 to 14 computations (6.7% saved)

sample2.7s (16.2%)

Memory

-78.5MiB live, 2 894.2MiB allocated

Samples

1.5s	2 403×	1	valid
778.0ms	5 853×	0	valid
0.0ms	5×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 1.8s

ival-log: 956.0ms (53.3% of total)

ival-mult: 408.0ms (22.8% of total)

ival-sub: 290.0ms (16.2% of total)

adjust: 64.0ms (3.6% of total)

ival-add: 59.0ms (3.3% of total)

ival-true: 7.0ms (0.4% of total)

exact: 5.0ms (0.3% of total)

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

Bogosity

preprocess159.0ms (0.9%)

Memory

-7.7MiB live, 75.2MiB 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)))

explain553.0ms (3.3%)

Memory

13.3MiB live, 410.1MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
253	-	-	`(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	253	0

Confusion

	Predicted +	Predicted -
+	46	0
-	207	3

Precision

0.18181818181818182

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	46	0	0
-	207	0	3

Precision?

0.18181818181818182

Recall?

1.0

Freqs

test

number	freq
0	3
1	253

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

128.0ms	390×	1	valid
42.0ms	98×	2	valid
3.0ms	24×	0	valid

Compiler

Compiled 134 to 52 computations (61.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 131.0ms

ival-log: 83.0ms (63.6% of total)

adjust: 16.0ms (12.3% of total)

ival-mult: 14.0ms (10.7% of total)

ival-sub: 11.0ms (8.4% of total)

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

ival-true: 1.0ms (0.8% of total)

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

exact: 0.0ms (0% of total)

eval0.0ms (0%)

Memory: 0.3MiB live, 0.3MiB allocated
Compiler: Compiled 4 to 4 computations (0% saved)

prune1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	83.1%	(-.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)

simplify30.0ms (0.2%)

Memory

-7.8MiB live, 34.4MiB 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

localize114.0ms (0.7%)

Memory

29.4MiB live, 142.9MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
✓	accuracy	100.0%	(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
✓	accuracy	99.6%	(*.f64 x (log.f64 y))
✓	accuracy	8.5%	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

76.0ms	195×	1	valid
21.0ms	49×	2	valid
1.0ms	12×	0	valid

Compiler

Compiled 50 to 14 computations (72% saved)

Precisions

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

ival-log: 59.0ms (72.3% of total)

adjust: 7.0ms (8.6% of total)

ival-mult: 7.0ms (8.6% of total)

ival-sub: 5.0ms (6.1% of total)

ival-add: 2.0ms (2.5% of total)

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

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

exact: 0.0ms (0% of total)

series165.0ms (1%)

Memory

-21.9MiB live, 206.5MiB 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
71.0ms	z	@	0	(* z (log (- 1 y)))
35.0ms	x	@	0	(* x (log y))
15.0ms	x	@	0	(+ (* x (log y)) (* z (log (- 1 y))))
13.0ms	y	@	0	(* x (log y))
12.0ms	y	@	-inf	(* x (log y))

simplify572.0ms (3.4%)

Memory

29.6MiB live, 872.9MiB 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))

rewrite561.0ms (3.3%)

Memory

-27.8MiB live, 547.8MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

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

Counts

5 → 240

Calls

Call 1

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

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

eval76.0ms (0.5%)

Memory: 9.5MiB live, 83.7MiB allocated
Compiler: Compiled 12 185 to 1 109 computations (90.9% saved)

prune131.0ms (0.8%)

Memory

-5.0MiB live, 116.1MiB 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
▶	56.3%	(/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t)))
	72.7%	(-.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 (.f64 x x) (-.f64 (.f64 x (log.f64 y)) (.f64 z (log1p.f64 (neg.f64 y))))) (neg.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (-.f64 (.f64 x (log.f64 y)) (.f64 z (log1p.f64 (neg.f64 y))))))) t)
	72.7%	(-.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)
▶	93.3%	(-.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)
	72.7%	(-.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)
▶	99.8%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))) t)
	99.5%	(-.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)
	99.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 x (log.f64 y) (*.f64 z (neg.f64 y)))) t)
	82.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
	99.3%	(.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)))))
	56.2%	(.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)))
▶	60.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))
	99.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
	19.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 z (log1p.f64 (neg.f64 y))))
	40.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y)))
▶	43.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 796 to 406 computations (49% saved)

simplify547.0ms (3.2%)

Memory

-15.1MiB live, 340.3MiB 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	(-.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	14016	(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	(fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))
✓	cost-diff	0	(pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64))
✓	cost-diff	0	(-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t))
✓	cost-diff	21184	(/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t)))
✓	cost-diff	0	(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	(fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))
✓	cost-diff	0	(/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))
✓	cost-diff	0	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))) t)
✓	cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))))

Rules

7 772×	`lower-fma.f32`
7 762×	`lower-fma.f64`
2 978×	`lower-*.f32`
2 970×	`lower-*.f64`
2 064×	`lower--.f32`

Iterations

Useful iterations: 5 (0.0ms)

Iter	Nodes	Cost
0	41	391
0	69	364
1	129	364
2	259	361
3	730	361
4	2414	361
5	5380	345
0	8055	345

Stop Event

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

Calls

Call 1

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

localize263.0ms (1.6%)

Memory

30.9MiB live, 231.2MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
✓	accuracy	99.6%	(pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64))
✓	accuracy	99.2%	(/.f64 x (-.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	88.6%	(/.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	99.6%	(*.f64 x (log.f64 y))
✓	accuracy	99.5%	(pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))) #s(literal 2 binary64))
✓	accuracy	95.0%	(-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t))
✓	accuracy	56.7%	(/.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t)))
✓	accuracy	100.0%	(neg.f64 t)
✓	accuracy	100.0%	(fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))
✓	accuracy	100.0%	(log1p.f64 (neg.f64 y))
✓	accuracy	60.4%	#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	43.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
✓	accuracy	100.0%	(fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))
✓	accuracy	99.6%	(*.f64 x (log.f64 y))
✓	accuracy	99.5%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))))
✓	accuracy	99.3%	(/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))

Samples

107.0ms	81×	1	valid
50.0ms	175×	0	valid

Compiler

Compiled 456 to 40 computations (91.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 128.0ms

ival-div: 33.0ms (25.7% of total)

ival-mult: 29.0ms (22.6% of total)

ival-log: 28.0ms (21.8% of total)

ival-pow2: 9.0ms (7% of total)

ival-sub: 8.0ms (6.2% of total)

ival-add: 8.0ms (6.2% of total)

adjust: 6.0ms (4.7% of total)

ival-neg: 4.0ms (3.1% of total)

ival-log1p: 2.0ms (1.6% of total)

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

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

exact: 0.0ms (0% of total)

series209.0ms (1.2%)

Memory

-9.1MiB live, 148.1MiB allocated

Counts

22 → 732

Calls

Call 1

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

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

Calls

183 calls:

Time	Variable		Point	Expression
39.0ms	z	@	-inf	(/ 1 (+ (* z (log (+ 1 (neg y)))) (* x (log y))))
27.0ms	z	@	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)
5.0ms	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))))))))
5.0ms	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))))))))
4.0ms	y	@	inf	(/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t)))

simplify691.0ms (4.1%)

Memory

-0.8MiB live, 749.4MiB allocated

Algorithm

1×	egg-herbie

Rules

5 078×	`lower-fma.f64`
5 078×	`lower-fma.f32`
4 718×	`lower-*.f64`
4 718×	`lower-*.f32`
4 082×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1829	30975
1	6395	28934
0	8169	27376

Stop Event

1×	iter limit
1×	node limit

Counts

732 → 732

Calls

Call 1

Inputs
(* x (log y))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(* z (log (- 1 y)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
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(* x (log y))
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(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
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(+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
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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)))))))))
(+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
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(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
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(- (* x (log y)) t)
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(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* z (log (- 1 y)))
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(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
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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)))))))) t)
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(- (* z (log (- 1 y))) t)
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(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* x (log y))
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(* x (log y))
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(* -1 t)
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(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(/ 1 (* x (log y)))
(+ (* -1 (/ (* z (log (- 1 y))) (* (pow x 2) (pow (log y) 2)))) (/ 1 (* x (log y))))
(+ (* z (- (/ (* z (pow (log (- 1 y)) 2)) (* (pow x 3) (pow (log y) 3))) (/ (log (- 1 y)) (* (pow x 2) (pow (log y) 2))))) (/ 1 (* x (log y))))
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(/ 1 (* z (log (- 1 y))))
(/ (+ (* -1 (/ (* x (log y)) (* z (pow (log (- 1 y)) 2)))) (/ 1 (log (- 1 y)))) z)
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(/ (- (+ (* -1 (/ (* (pow x 3) (pow (log y) 3)) (* (pow z 3) (pow (log (- 1 y)) 4)))) (/ 1 (log (- 1 y)))) (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (pow (log (- 1 y)) 3)))) (/ (* x (log y)) (* z (pow (log (- 1 y)) 2))))) z)
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(/ 1 (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (/ 1 (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) (/ z (* y (pow (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) 2))))
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(/ 1 (* z (log (- 1 y))))
(+ (* -1 (/ (* x (log y)) (* (pow z 2) (pow (log (- 1 y)) 2)))) (/ 1 (* z (log (- 1 y)))))
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(+ (* x (- (* x (- (* -1 (/ (* x (pow (log y) 3)) (* (pow z 4) (pow (log (- 1 y)) 4)))) (* -1 (/ (pow (log y) 2) (* (pow z 3) (pow (log (- 1 y)) 3)))))) (/ (log y) (* (pow z 2) (pow (log (- 1 y)) 2))))) (/ 1 (* z (log (- 1 y)))))
(/ 1 (* x (log y)))
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(/ 1 (* x (log y)))
(* -1 (/ (- (/ (* z (log (- 1 y))) (* x (pow (log y) 2))) (/ 1 (log y))) x))
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(fma.f64 z (fma.f64 z (fma.f64 z (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) (.f64 (.f64 x (.f64 x x)) (pow.f64 (log.f64 y) #s(literal 4 binary64)))) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 3 binary64))))) (/.f64 (log1p.f64 (neg.f64 y)) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))))) (/.f64 #s(literal 1 binary64) (log.f64 y)))
(* -1 (/ x (* z (log (- 1 y)))))
(/.f64 (neg.f64 x) (*.f64 z (log1p.f64 (neg.f64 y))))
(/ (+ (* -1 (/ x (log (- 1 y)))) (* -1 (/ (* (pow x 2) (log y)) (* z (pow (log (- 1 y)) 2))))) z)
(/.f64 (neg.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 (/ 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 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x (.f64 x x)))) (.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) (.f64 z z))) (/.f64 x (log1p.f64 (neg.f64 y)))) (/.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 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) (*.f64 z z))))) 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))
(/.f64 (neg.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))
(/.f64 (neg.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 z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow z 2) (pow (log (- 1 y)) 2))
(.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 z z))
(* (pow y 2) (pow z 2))
(.f64 (.f64 y y) (*.f64 z z))
(* (pow y 2) (+ (* y (pow z 2)) (pow z 2)))
(.f64 (.f64 y y) (.f64 (+.f64 y #s(literal 1 binary64)) (.f64 z z)))
(* (pow y 2) (+ (* y (+ (* 11/12 (* y (pow z 2))) (pow z 2))) (pow z 2)))
(.f64 (.f64 y y) (fma.f64 y (fma.f64 #s(literal 11/12 binary64) (.f64 y (.f64 z z)) (.f64 z z)) (.f64 z z)))
(* (pow y 2) (+ (* y (+ (* y (+ (* 5/6 (* y (pow z 2))) (* 11/12 (pow z 2)))) (pow z 2))) (pow z 2)))
(.f64 (.f64 y y) (fma.f64 y (fma.f64 y (fma.f64 #s(literal 5/6 binary64) (.f64 y (.f64 z z)) (.f64 (.f64 z z) #s(literal 11/12 binary64))) (.f64 z z)) (.f64 z z)))
(* (pow z 2) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2))
(.f64 (.f64 z z) (pow.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) #s(literal 2 binary64)))
(+ (* -2 (/ (* (pow z 2) (+ (log -1) (* -1 (log (/ 1 y))))) y)) (* (pow z 2) (pow (+ (log -1) (* -1 (log (/ 1 y)))) 2)))
(fma.f64 (.f64 z z) (pow.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) #s(literal 2 binary64)) (/.f64 (.f64 #s(literal -2 binary64) (.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (.f64 z z))) y))
(+ (* -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))))
(fma.f64 #s(literal -2 binary64) (/.f64 (.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (.f64 z z)) y) (fma.f64 (.f64 z z) (pow.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) #s(literal 2 binary64)) (/.f64 (.f64 (.f64 z z) (-.f64 #s(literal 1 binary64) (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))))) (.f64 y y))))
(+ (* -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)))))
(fma.f64 #s(literal -2 binary64) (/.f64 (.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (.f64 z z)) y) (fma.f64 (.f64 z z) (pow.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) #s(literal 2 binary64)) (fma.f64 (.f64 z z) (/.f64 (-.f64 #s(literal 1 binary64) (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64)))) (.f64 y y)) (/.f64 (.f64 (.f64 z z) (fma.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) #s(literal -2/3 binary64) #s(literal 1 binary64))) (.f64 y (*.f64 y y))))))
(* (pow z 2) (pow (log (/ -1 y)) 2))
(.f64 (.f64 z z) (pow.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) #s(literal 2 binary64)))
(+ (* 2 (/ (* (pow z 2) (log (/ -1 y))) y)) (* (pow z 2) (pow (log (/ -1 y)) 2)))
(fma.f64 #s(literal 2 binary64) (/.f64 (.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (.f64 z z)) y) (.f64 (.f64 z z) (pow.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) #s(literal 2 binary64))))
(+ (* -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)))
(-.f64 (.f64 (.f64 z z) (pow.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) #s(literal 2 binary64))) (/.f64 (-.f64 (.f64 (.f64 #s(literal -2 binary64) (.f64 z z)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (/.f64 (.f64 (*.f64 z z) (+.f64 #s(literal 1 binary64) (log.f64 (/.f64 #s(literal -1 binary64) y)))) y)) y))
(+ (* -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)))
(-.f64 (.f64 (.f64 z z) (pow.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) #s(literal 2 binary64))) (/.f64 (-.f64 (.f64 (.f64 #s(literal -2 binary64) (.f64 z z)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (/.f64 (-.f64 (.f64 (.f64 z z) (+.f64 #s(literal 1 binary64) (log.f64 (/.f64 #s(literal -1 binary64) y)))) (/.f64 (.f64 (*.f64 z z) (fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) #s(literal -2/3 binary64) #s(literal -1 binary64))) y)) y)) y))

rewrite817.0ms (4.8%)

Memory

48.4MiB live, 1 507.8MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

5 780×	`lower-*.f32`
5 772×	`lower-*.f64`
5 394×	`lower-fma.f32`
5 384×	`lower-fma.f64`
3 356×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	41	299
0	69	214
1	323	214
2	2601	214
0	9113	214

Stop Event

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

Counts

22 → 2 226

Calls

Call 1

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

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

eval682.0ms (4%)

Memory: 24.4MiB live, 1 215.4MiB allocated
Compiler: Compiled 217 672 to 8 064 computations (96.3% saved)

prune509.0ms (3%)

Memory

-39.8MiB live, 844.6MiB allocated

Pruning

24 alts after pruning (23 fresh and 1 done)

	Pruned	Kept	Total
New	3 701	20	3 721
Fresh	8	3	11
Picked	4	1	5
Done	0	0	0
Total	3 713	24	3 737

Accuracy

100.0%

Counts

3 737 → 24

Alt Table

Click to see full alt table

Status	Accuracy	Program
	93.4%	(fma.f64 (/.f64 (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y)))) x (-.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z) (.f64 x (log.f64 y))))) t))
	61.7%	(/.f64 (fma.f64 (neg.f64 (.f64 t t)) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y)))) (.f64 (+.f64 #s(literal 0 binary64) t) #s(literal 1 binary64))) (.f64 (+.f64 #s(literal 0 binary64) t) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))))
	98.8%	(-.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)
▶	50.1%	(-.f64 (pow.f64 (sqrt.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))) #s(literal 2 binary64)) t)
	82.5%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* z (log (+ 1 (neg y)))) (* x (log y))) (*.f64 x (log.f64 y))))) t)
	82.4%	(-.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) (/.f64 (-.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) (.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) x))) t)
	99.5%	(-.f64 #s(approx (/ 1 (/ 1 (+ (* z (log (+ 1 (neg y)))) (* x (log y))))) (fma.f64 x (log.f64 y) (*.f64 (neg.f64 y) z))) t)
	88.1%	(-.f64 #s(approx (/ 1 (/ 1 (+ (* z (log (+ 1 (neg y)))) (* x (log y))))) (*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))) t)
	82.6%	(-.f64 #s(approx (/ 1 (/ 1 (+ (* z (log (+ 1 (neg y)))) (* x (log y))))) (*.f64 x (log.f64 y))) t)
▶	99.5%	(-.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)
	99.3%	(.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)))))
	44.1%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (/.f64 (-.f64 (.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 t t)) (fma.f64 x (log.f64 y) t)))
	19.4%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (*.f64 z (log1p.f64 (neg.f64 y))))
	40.8%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (*.f64 x (log.f64 y)))
	84.7%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64)))))
▶	60.1%	#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)))
	60.1%	#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)))
	60.1%	#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)))
▶	60.1%	#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)))
	16.4%	#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)))))
	25.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
▶	99.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
✓	43.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	60.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* z (log (+ 1 (neg y)))) (neg t)) (fma.f64 y (fma.f64 (*.f64 y z) #s(literal -1/2 binary64) (neg.f64 z)) (neg.f64 t))))

Compiler

Compiled 967 to 553 computations (42.8% saved)

simplify363.0ms (2.1%)

Memory

25.7MiB live, 449.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))
✓	cost-diff	0	(sqrt.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))
✓	cost-diff	0	(-.f64 (pow.f64 (sqrt.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))) #s(literal 2 binary64)) t)
✓	cost-diff	7104	(pow.f64 (sqrt.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))) #s(literal 2 binary64))
✓	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 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)))
✓	cost-diff	0	#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))))
✓	cost-diff	0	(-.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)
✓	cost-diff	128	(-.f64 (.f64 (.f64 z y) (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z)

Rules

10 980×	`lower-fma.f32`
10 962×	`lower-fma.f64`
2 716×	`lower-*.f32`
2 708×	`lower-*.f64`
2 396×	`lower--.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	49	377
0	82	361
1	152	361
2	304	361
3	602	361
4	1180	361
5	2066	361
6	4530	361
7	5869	361
8	6443	361
9	6659	361
10	6732	361
11	7115	361
0	8117	357

Stop Event

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

Calls

Call 1

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

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

localize270.0ms (1.6%)

Memory

9.8MiB live, 369.2MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(-.f64 (pow.f64 (sqrt.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))) #s(literal 2 binary64)) t)
✓	accuracy	99.8%	(*.f64 x (log.f64 y))
✓	accuracy	99.6%	(pow.f64 (sqrt.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))) #s(literal 2 binary64))
✓	accuracy	99.5%	(sqrt.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.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%	(*.f64 x (log.f64 y))
✓	accuracy	99.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
✓	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	99.4%	#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	79.2%	#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	98.6%	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
✓	accuracy	79.2%	#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%	(-.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)
✓	accuracy	100.0%	(.f64 (.f64 z y) (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))
✓	accuracy	99.8%	(*.f64 x (log.f64 y))
✓	accuracy	99.7%	#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))))

Samples

61.0ms	60×	1	valid
56.0ms	127×	0	invalid
21.0ms	69×	0	valid

Compiler

Compiled 311 to 44 computations (85.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 90.0ms

ival-log: 31.0ms (34.4% of total)

ival-mult: 20.0ms (22.2% of total)

ival-add: 12.0ms (13.3% of total)

ival-sub: 7.0ms (7.8% of total)

adjust: 5.0ms (5.5% of total)

const: 5.0ms (5.5% of total)

ival-pow2: 3.0ms (3.3% of total)

ival-sqrt: 2.0ms (2.2% of total)

ival-log1p: 2.0ms (2.2% of total)

ival-neg: 2.0ms (2.2% of total)

exact: 1.0ms (1.1% of total)

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

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

series43.0ms (0.3%)

Memory

5.1MiB live, 79.8MiB allocated

Counts

23 → 696

Calls

Call 1

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

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

Calls

174 calls:

Time	Variable		Point	Expression
6.0ms	z	@	inf	(sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y))))
5.0ms	y	@	0	(- (* (* z y) (+ (* y -1/3) -1/2)) z)
3.0ms	x	@	inf	(sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y))))
1.0ms	x	@	-inf	(sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y))))
1.0ms	y	@	inf	(sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y))))

simplify516.0ms (3.1%)

Memory

-11.0MiB live, 594.7MiB allocated

Algorithm

1×	egg-herbie

Rules

9 760×	`lower-fma.f64`
9 760×	`lower-fma.f32`
6 520×	`lower-*.f64`
6 520×	`lower-*.f32`
2 792×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	609	10196
1	1921	9590
2	6464	9567
0	8183	8663

Stop Event

1×	iter limit
1×	node limit

Counts

696 → 696

Calls

Call 1

Inputs
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* z (- (* y (- (* -1/3 y) 1/2)) 1))
(* -1 (* z (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))
(* -1 (* z (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))
(* -1 (* z (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))
(* -1 (* z (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))
(* -1 z)
(- (* -1/2 (* y z)) z)
(- (* y (+ (* -1/2 z) (* -1/3 (* y z)))) z)
(- (* y (+ (* -1/2 z) (* -1/3 (* y z)))) z)
(* -1/3 (* (pow y 2) z))
(* (pow y 2) (+ (* -1/2 (/ z y)) (* -1/3 z)))
(* (pow y 2) (+ (* -1 (/ z (pow y 2))) (+ (* -1/2 (/ z y)) (* -1/3 z))))
(* (pow y 2) (+ (* -1 (/ z (pow y 2))) (+ (* -1/2 (/ z y)) (* -1/3 z))))
(* -1/3 (* (pow y 2) z))
(* (pow y 2) (+ (* -1/2 (/ z y)) (* -1/3 z)))
(* (pow y 2) (+ (* -1 (/ (+ (* 1/2 z) (/ z y)) y)) (* -1/3 z)))
(* (pow y 2) (+ (* -1 (/ (+ (* 1/2 z) (/ z y)) y)) (* -1/3 z)))
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* x (log y))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(- (* x (log y)) t)
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* 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)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(* x (log y))
(+ (* -1 (* y z)) (* x (log y)))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
(+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))))
(+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))))
(+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
(* x (log y))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(* z (log (- 1 y)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (+ (log (- 1 y)) (/ (* x (log y)) z)))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* x (log y)) z)))))
(* x (log y))
(+ (* -1 (* y z)) (* x (log y)))
(+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z)))))
(+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))))
(* -1/3 (* (pow y 3) z))
(* (pow y 3) (+ (* -1/2 (/ z y)) (* -1/3 z)))
(* (pow y 3) (+ (* -1 (/ z (pow y 2))) (+ (* -1/2 (/ z y)) (* -1/3 z))))
(* (pow y 3) (- (+ (* -1 (/ (* x (log (/ 1 y))) (pow y 3))) (+ (* -1/2 (/ z y)) (* -1/3 z))) (/ z (pow y 2))))
(* -1/3 (* (pow y 3) z))
(* -1 (* (pow y 3) (+ (* 1/3 z) (* 1/2 (/ z y)))))
(* -1 (* (pow y 3) (+ (* -1 (/ (+ (* -1 (/ z y)) (* -1/2 z)) y)) (* 1/3 z))))
(* -1 (* (pow y 3) (+ (* -1 (/ (+ (* -1 (/ (+ z (* -1 (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) y))) y)) (* -1/2 z)) y)) (* 1/3 z))))
(* x (log y))
(+ (* x (log y)) (* y (* z (- (* y (- (* -1/3 y) 1/2)) 1))))
(+ (* x (log y)) (* y (* z (- (* y (- (* -1/3 y) 1/2)) 1))))
(+ (* x (log y)) (* y (* z (- (* y (- (* -1/3 y) 1/2)) 1))))
(* y (* z (- (* y (- (* -1/3 y) 1/2)) 1)))
(* z (+ (* y (- (* y (- (* -1/3 y) 1/2)) 1)) (/ (* x (log y)) z)))
(* z (+ (* y (- (* y (- (* -1/3 y) 1/2)) 1)) (/ (* x (log y)) z)))
(* z (+ (* y (- (* y (- (* -1/3 y) 1/2)) 1)) (/ (* x (log y)) z)))
(* -1 (* y (* z (+ 1 (* -1 (* y (- (* -1/3 y) 1/2)))))))
(* -1 (* z (+ (* -1 (/ (* x (log y)) z)) (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))))
(* -1 (* z (+ (* -1 (/ (* x (log y)) z)) (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))))
(* -1 (* z (+ (* -1 (/ (* x (log y)) z)) (* y (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))))
(* y (- (* y (* z (- (* -1/3 y) 1/2))) z))
(+ (* x (log y)) (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)))
(+ (* x (log y)) (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)))
(+ (* x (log y)) (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)))
(* x (log y))
(* x (+ (log y) (/ (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)) x)))
(* x (+ (log y) (/ (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)) x)))
(* x (+ (log y) (/ (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)) x)))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* y (- (* y (* z (- (* -1/3 y) 1/2))) z)) x)))))
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* x (log y))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(* x (log y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(- (* x (log y)) t)
(- (+ (* -1 (* y z)) (* x (log y))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* -1/2 (* y z))))) t)
(- (+ (* x (log y)) (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)
(- (+ (* -1 (* x (log (/ 1 y)))) (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ z y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* 1/2 (/ z y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (+ (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)) (* x (+ (log -1) (* -1 (log (/ -1 y))))))) t)
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (- (+ (log (- 1 y)) (/ (* x (log y)) z)) (/ t z)))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (* x (log y)) t) z)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 t)
(- (* z (log (- 1 y))) t)
(- (* z (log (- 1 y))) t)
(- (* z (log (- 1 y))) t)
(* z (log (- 1 y)))
(* z (+ (log (- 1 y)) (* -1 (/ t z))))
(* z (+ (log (- 1 y)) (* -1 (/ t z))))
(* z (+ (log (- 1 y)) (* -1 (/ t z))))
(* z (log (- 1 y)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (/ t z))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (/ t z))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (/ t z))))
(* -1 t)
(- (* -1 (* y z)) t)
(- (* y (+ (* -1 z) (* -1/2 (* y z)))) t)
(- (* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z)))))) t)
(- (* z (+ (log -1) (* -1 (log (/ 1 y))))) t)
(- (+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y)))))) t)
(- (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))) t)
(- (+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))) t)
(- (* -1 (* z (log (/ -1 y)))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ z y))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* 1/2 (/ z y))) y))) t)
(- (+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y))) t)
(* z (log (- 1 y)))
(+ (* -1 t) (* z (log (- 1 y))))
(+ (* -1 t) (* z (log (- 1 y))))
(+ (* -1 t) (* z (log (- 1 y))))
(* -1 t)
(* t (- (/ (* z (log (- 1 y))) t) 1))
(* t (- (/ (* z (log (- 1 y))) t) 1))
(* t (- (/ (* z (log (- 1 y))) t) 1))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (* z (log (- 1 y))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* z (log (- 1 y))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* z (log (- 1 y))) t)))))
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(* -1 y)
(- (* z (log (- 1 y))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
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(* -1 (* z (+ (* -1/8 (* (/ (* (pow x 2) (pow (log y) 2)) (pow (sqrt -1) 2)) (sqrt (/ 1 (* (pow z 5) (pow (log (- 1 y)) 3)))))) (+ (* 1/16 (* (/ (* (pow x 3) (pow (log y) 3)) (pow (sqrt -1) 4)) (sqrt (/ 1 (* (pow z 7) (pow (log (- 1 y)) 5)))))) (+ (* 1/2 (* (* x (log y)) (sqrt (/ 1 (* (pow z 3) (log (- 1 y))))))) (* (sqrt (/ (log (- 1 y)) z)) (pow (sqrt -1) 2)))))))
(sqrt (* x (log y)))
(+ (sqrt (* x (log y))) (* -1/2 (* (sqrt (/ 1 (* x (log y)))) (* y z))))
(+ (sqrt (* x (log y))) (* y (+ (* -1/2 (* (sqrt (/ 1 (* x (log y)))) z)) (* 1/2 (* (sqrt (/ 1 (* x (log y)))) (* y (- (* -1/2 z) (* 1/4 (/ (pow z 2) (* x (log y)))))))))))
(+ (sqrt (* x (log y))) (* y (+ (* -1/2 (* (sqrt (/ 1 (* x (log y)))) z)) (* y (+ (* 1/2 (* (sqrt (/ 1 (* x (log y)))) (* y (- (* -1/3 z) (* -1/2 (/ (* z (- (* -1/2 z) (* 1/4 (/ (pow z 2) (* x (log y)))))) (* x (log y)))))))) (* 1/2 (* (sqrt (/ 1 (* x (log y)))) (- (* -1/2 z) (* 1/4 (/ (pow z 2) (* x (log y))))))))))))
(sqrt (+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
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(sqrt (+ (* -1 (* z (log (/ -1 y)))) (* x (+ (log -1) (* -1 (log (/ -1 y)))))))
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(sqrt (* z (log (- 1 y))))
(+ (sqrt (* z (log (- 1 y)))) (* 1/2 (* (* x (log y)) (sqrt (/ 1 (* z (log (- 1 y))))))))
(+ (sqrt (* z (log (- 1 y)))) (* x (+ (* -1/8 (* (* x (pow (log y) 2)) (sqrt (/ 1 (* (pow z 3) (pow (log (- 1 y)) 3)))))) (* 1/2 (* (sqrt (/ 1 (* z (log (- 1 y))))) (log y))))))
(+ (sqrt (* z (log (- 1 y)))) (* x (+ (* 1/2 (* (sqrt (/ 1 (* z (log (- 1 y))))) (log y))) (* x (+ (* -1/8 (* (sqrt (/ 1 (* (pow z 3) (pow (log (- 1 y)) 3)))) (pow (log y) 2))) (* 1/16 (* (* x (pow (log y) 3)) (sqrt (/ 1 (* (pow z 5) (pow (log (- 1 y)) 5)))))))))))
(sqrt (* x (log y)))
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(* x (+ (sqrt (/ (log y) x)) (+ (* -1/8 (* (sqrt (/ 1 (* (pow x 5) (pow (log y) 3)))) (* (pow z 2) (pow (log (- 1 y)) 2)))) (* 1/2 (* (sqrt (/ 1 (* (pow x 3) (log y)))) (* z (log (- 1 y))))))))
(* x (+ (sqrt (/ (log y) x)) (+ (* -1/8 (* (sqrt (/ 1 (* (pow x 5) (pow (log y) 3)))) (* (pow z 2) (pow (log (- 1 y)) 2)))) (+ (* 1/16 (* (sqrt (/ 1 (* (pow x 7) (pow (log y) 5)))) (* (pow z 3) (pow (log (- 1 y)) 3)))) (* 1/2 (* (sqrt (/ 1 (* (pow x 3) (log y)))) (* z (log (- 1 y)))))))))
(* -1 (* (sqrt (* x (log y))) (pow (sqrt -1) 2)))
(* -1 (* x (+ (* 1/2 (* (sqrt (/ 1 (* (pow x 3) (log y)))) (* z (log (- 1 y))))) (* (sqrt (/ (log y) x)) (pow (sqrt -1) 2)))))
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(* x (log y))
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(+ (* -1 (* x (log (/ 1 y)))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
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(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
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(* y (* z (- (* -1/3 y) 1/2)))
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(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
-1/3
(- (* -1/4 y) 1/3)
(- (* -1/4 y) 1/3)
(- (* -1/4 y) 1/3)
(* -1/4 y)
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(* -1 (* y (+ 1/4 (* 1/3 (/ 1 y)))))
(* -1 (* y (+ 1/4 (* 1/3 (/ 1 y)))))
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Outputs
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(* z (- (* y (- (* -1/3 y) 1/2)) 1))
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(* -1 (* z (+ 1 (* -1 (* y (- (* -1/3 y) 1/2))))))
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(fma.f64 z (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 x (log.f64 y)) t))
(* x (log y))
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(*.f64 x (+.f64 (log.f64 y) (/.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)) x)))
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(*.f64 x (+.f64 (log.f64 y) (/.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)) x)))
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(*.f64 x (+.f64 (log.f64 y) (/.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)) x)))
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(-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t))
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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)))))))) t)
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(fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y)))
(* x (log y))
(*.f64 x (log.f64 y))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(*.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 z x) (log.f64 y)))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(*.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 z x) (log.f64 y)))
(* x (+ (log y) (/ (* z (log (- 1 y))) x)))
(*.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 z x) (log.f64 y)))
(* x (log y))
(*.f64 x (log.f64 y))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(*.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 z x) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(*.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 z x) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(*.f64 x (fma.f64 (log1p.f64 (neg.f64 y)) (/.f64 z x) (log.f64 y)))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (* z (- (* -1/3 y) 1/2)))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* -1/2 (* y z))
(.f64 z (.f64 y #s(literal -1/2 binary64)))
(* y (+ (* -1/2 z) (* -1/3 (* y z))))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (+ (* -1/2 z) (* -1/3 (* y z))))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* y (+ (* -1/2 z) (* -1/3 (* y z))))
(.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 z y))
(* -1/3 (* (pow y 2) z))
(.f64 z (.f64 #s(literal -1/3 binary64) (*.f64 y y)))
(* (pow y 2) (+ (* -1/2 (/ z y)) (* -1/3 z)))
(.f64 (.f64 y y) (fma.f64 z #s(literal -1/3 binary64) (/.f64 (*.f64 z #s(literal -1/2 binary64)) y)))
(* (pow y 2) (+ (* -1/2 (/ z y)) (* -1/3 z)))
(.f64 (.f64 y y) (fma.f64 z #s(literal -1/3 binary64) (/.f64 (*.f64 z #s(literal -1/2 binary64)) y)))
(* (pow y 2) (+ (* -1/2 (/ z y)) (* -1/3 z)))
(.f64 (.f64 y y) (fma.f64 z #s(literal -1/3 binary64) (/.f64 (*.f64 z #s(literal -1/2 binary64)) y)))
(* -1/3 (* (pow y 2) z))
(.f64 z (.f64 #s(literal -1/3 binary64) (*.f64 y y)))
(* (pow y 2) (+ (* -1/2 (/ z y)) (* -1/3 z)))
(.f64 (.f64 y y) (fma.f64 z #s(literal -1/3 binary64) (/.f64 (*.f64 z #s(literal -1/2 binary64)) y)))
(* (pow y 2) (+ (* -1/2 (/ z y)) (* -1/3 z)))
(.f64 (.f64 y y) (fma.f64 z #s(literal -1/3 binary64) (/.f64 (*.f64 z #s(literal -1/2 binary64)) y)))
(* (pow y 2) (+ (* -1/2 (/ z y)) (* -1/3 z)))
(.f64 (.f64 y y) (fma.f64 z #s(literal -1/3 binary64) (/.f64 (*.f64 z #s(literal -1/2 binary64)) y)))
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
(* -1 t)
(neg.f64 t)
-1/3
#s(literal -1/3 binary64)
(- (* -1/4 y) 1/3)
(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
(- (* -1/4 y) 1/3)
(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
(- (* -1/4 y) 1/3)
(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
(* -1/4 y)
(*.f64 y #s(literal -1/4 binary64))
(* -1 (* y (+ 1/4 (* 1/3 (/ 1 y)))))
(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
(* -1 (* y (+ 1/4 (* 1/3 (/ 1 y)))))
(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
(* -1 (* y (+ 1/4 (* 1/3 (/ 1 y)))))
(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
(* -1/4 y)
(*.f64 y #s(literal -1/4 binary64))
(* -1 (* y (+ 1/4 (* 1/3 (/ 1 y)))))
(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
(* -1 (* y (+ 1/4 (* 1/3 (/ 1 y)))))
(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))
(* -1 (* y (+ 1/4 (* 1/3 (/ 1 y)))))
(fma.f64 y #s(literal -1/4 binary64) #s(literal -1/3 binary64))

rewrite665.0ms (3.9%)

Memory

-17.2MiB live, 417.5MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

3 848×	`lower-fma.f32`
3 842×	`lower-*.f32`
3 834×	`lower-*.f64`
3 830×	`lower-fma.f64`
3 584×	`lower-/.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	49	305
0	82	289
1	359	289
2	2862	289
0	8203	289

Stop Event

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

Counts

23 → 650

Calls

Call 1

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

Outputs
(+.f64 (.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))) (neg.f64 z))
(+.f64 (neg.f64 z) (.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))))
(+.f64 (.f64 z (.f64 y (.f64 y #s(literal -1/3 binary64)))) (fma.f64 z (.f64 y #s(literal -1/2 binary64)) (neg.f64 z)))
(+.f64 (.f64 z (.f64 y (.f64 y #s(literal -1/3 binary64)))) (-.f64 (.f64 z (*.f64 y #s(literal -1/2 binary64))) z))
(-.f64 (.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))) z)
(-.f64 (/.f64 (.f64 (.f64 (.f64 z y) (.f64 z (.f64 y (.f64 z y)))) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))))) (fma.f64 z (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (.f64 (.f64 z z) (.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))))))) (/.f64 (.f64 z (.f64 z z)) (fma.f64 z (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (.f64 (.f64 z z) (.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))))))))
(-.f64 (/.f64 (.f64 (.f64 z z) (.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))))) (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z)) (/.f64 (.f64 z z) (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z)))
(-.f64 (/.f64 (.f64 (.f64 z z) (.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))))) (-.f64 (.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))) (neg.f64 z))) (/.f64 (.f64 z z) (-.f64 (.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))) (neg.f64 z))))
(fma.f64 z (*.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (neg.f64 z))
(fma.f64 z (.f64 y (.f64 y #s(literal -1/3 binary64))) (fma.f64 z (*.f64 y #s(literal -1/2 binary64)) (neg.f64 z)))
(fma.f64 z (.f64 y (.f64 y #s(literal -1/3 binary64))) (-.f64 (.f64 z (.f64 y #s(literal -1/2 binary64))) z))
(fma.f64 y (.f64 #s(literal -1/3 binary64) (.f64 z y)) (fma.f64 z (*.f64 y #s(literal -1/2 binary64)) (neg.f64 z)))
(fma.f64 y (.f64 #s(literal -1/3 binary64) (.f64 z y)) (-.f64 (.f64 z (.f64 y #s(literal -1/2 binary64))) z))
(fma.f64 y (.f64 z (.f64 y #s(literal -1/3 binary64))) (fma.f64 z (*.f64 y #s(literal -1/2 binary64)) (neg.f64 z)))
(fma.f64 y (.f64 z (.f64 y #s(literal -1/3 binary64))) (-.f64 (.f64 z (.f64 y #s(literal -1/2 binary64))) z))
(fma.f64 y (*.f64 z (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (neg.f64 z))
(fma.f64 (*.f64 z y) (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (neg.f64 z))
(fma.f64 (.f64 z y) (.f64 y #s(literal -1/3 binary64)) (fma.f64 z (*.f64 y #s(literal -1/2 binary64)) (neg.f64 z)))
(fma.f64 (.f64 z y) (.f64 y #s(literal -1/3 binary64)) (-.f64 (.f64 z (.f64 y #s(literal -1/2 binary64))) z))
(fma.f64 #s(literal -1/3 binary64) (.f64 y (.f64 z y)) (fma.f64 z (*.f64 y #s(literal -1/2 binary64)) (neg.f64 z)))
(fma.f64 #s(literal -1/3 binary64) (.f64 y (.f64 z y)) (-.f64 (.f64 z (.f64 y #s(literal -1/2 binary64))) z))
(fma.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) (*.f64 z y) (neg.f64 z))
(fma.f64 #s(literal -1 binary64) z (.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))))
(fma.f64 (.f64 y #s(literal -1/3 binary64)) (.f64 z y) (fma.f64 z (*.f64 y #s(literal -1/2 binary64)) (neg.f64 z)))
(fma.f64 (.f64 y #s(literal -1/3 binary64)) (.f64 z y) (-.f64 (.f64 z (.f64 y #s(literal -1/2 binary64))) z))
(fma.f64 (*.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z (neg.f64 z))
(fma.f64 (.f64 (.f64 y #s(literal -1/3 binary64)) y) z (fma.f64 z (*.f64 y #s(literal -1/2 binary64)) (neg.f64 z)))
(fma.f64 (.f64 (.f64 y #s(literal -1/3 binary64)) y) z (-.f64 (.f64 z (.f64 y #s(literal -1/2 binary64))) z))
(fma.f64 (.f64 (.f64 z y) y) #s(literal -1/3 binary64) (fma.f64 z (*.f64 y #s(literal -1/2 binary64)) (neg.f64 z)))
(fma.f64 (.f64 (.f64 z y) y) #s(literal -1/3 binary64) (-.f64 (.f64 z (.f64 y #s(literal -1/2 binary64))) z))
(fma.f64 (.f64 (.f64 y #s(literal -1/3 binary64)) z) y (fma.f64 z (*.f64 y #s(literal -1/2 binary64)) (neg.f64 z)))
(fma.f64 (.f64 (.f64 y #s(literal -1/3 binary64)) z) y (-.f64 (.f64 z (.f64 y #s(literal -1/2 binary64))) z))
(fma.f64 (.f64 (.f64 z y) #s(literal -1/3 binary64)) y (fma.f64 z (*.f64 y #s(literal -1/2 binary64)) (neg.f64 z)))
(fma.f64 (.f64 (.f64 z y) #s(literal -1/3 binary64)) y (-.f64 (.f64 z (.f64 y #s(literal -1/2 binary64))) z))
(fma.f64 (*.f64 (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) z) y (neg.f64 z))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 z (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (.f64 (.f64 z z) (.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))))) (fma.f64 (.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))) (.f64 (.f64 z z) (.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))))) (neg.f64 (.f64 z (*.f64 z z))))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (.f64 (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (neg.f64 z)))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 z (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (.f64 (.f64 z z) (.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))))) (fma.f64 (.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))) (.f64 (.f64 z z) (.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))))) (neg.f64 (.f64 z (*.f64 z z)))))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (.f64 (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (neg.f64 z))))))
(/.f64 (fma.f64 (.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))) (.f64 (.f64 z z) (.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))))) (neg.f64 (.f64 z (.f64 z z)))) (fma.f64 z (fma.f64 z (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) z) (.f64 (.f64 z z) (.f64 (.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64))) (*.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)))))))
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(/.f64 (-.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 (fma.f64 y #s(literal -1/4 binary64) #s(literal 1/3 binary64)) #s(literal 1/9 binary64))) (*.f64 (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))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 (.f64 y (.f64 y y)) #s(literal -1/64 binary64) #s(literal -1/27 binary64)))) (neg.f64 (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 (neg.f64 (fma.f64 (*.f64 y y) #s(literal 1/16 binary64) #s(literal -1/9 binary64)))) (neg.f64 (neg.f64 (fma.f64 y #s(literal -1/4 binary64) #s(literal 1/3 binary64)))))
(/.f64 (neg.f64 (-.f64 #s(literal 1/9 binary64) (.f64 (.f64 y y) #s(literal 1/16 binary64)))) (neg.f64 (-.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))))

eval477.0ms (2.8%)

Memory: 54.7MiB live, 313.7MiB allocated
Compiler: Compiled 40 720 to 2 852 computations (93% saved)

prune317.0ms (1.9%)

Memory

-55.7MiB live, 375.8MiB allocated

Pruning

35 alts after pruning (33 fresh and 2 done)

	Pruned	Kept	Total
New	1 455	21	1 476
Fresh	6	12	18
Picked	4	1	5
Done	0	1	1
Total	1 465	35	1 500

Accuracy

100.0%

Counts

1 500 → 35

Alt Table

Click to see full alt table

Status	Accuracy	Program
	61.7%	(/.f64 (fma.f64 (neg.f64 (.f64 t t)) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y)))) (.f64 (+.f64 #s(literal 0 binary64) t) #s(literal 1 binary64))) (.f64 (+.f64 #s(literal 0 binary64) t) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))))
	98.8%	(-.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)
	49.9%	(-.f64 (pow.f64 (pow.f64 (sqrt.f64 (sqrt.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))) #s(literal 2 binary64)) #s(literal 2 binary64)) t)
	44.1%	(-.f64 (pow.f64 (sqrt.f64 #s(approx (+ (* z (log (+ 1 (neg y)))) (* x (log y))) (*.f64 x (log.f64 y)))) #s(literal 2 binary64)) t)
	82.5%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* z (log (+ 1 (neg y)))) (* x (log y))) (*.f64 x (log.f64 y))))) t)
	82.4%	(-.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) (/.f64 (-.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) (.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) x))) t)
▶	88.1%	(-.f64 #s(approx (pow (sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) 2) (*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))) t)
	82.6%	(-.f64 #s(approx (pow (sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) 2) (*.f64 x (log.f64 y))) t)
	29.3%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* y (- (* (* z y) (+ (* y -1/3) -1/2)) z)) (* x (log y))) (.f64 (fma.f64 z #s(literal -1/3 binary64) (/.f64 (-.f64 (.f64 z #s(literal -1/2 binary64)) (/.f64 z y)) y)) (.f64 y (.f64 y y))))) t)
	21.3%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* y (- (* (* z y) (+ (* y -1/3) -1/2)) z)) (* x (log y))) (.f64 (.f64 y (.f64 y y)) (fma.f64 x (/.f64 (log.f64 y) (.f64 y (.f64 y y))) (fma.f64 z #s(literal -1/3 binary64) (/.f64 (-.f64 (.f64 z #s(literal -1/2 binary64)) (/.f64 z y)) y)))))) t)
	60.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* y (- (* (* z y) (+ (* y -1/3) -1/2)) z)) (* x (log y))) (.f64 y (.f64 z (fma.f64 y (fma.f64 y #s(literal -1/3 binary64) #s(literal -1/2 binary64)) #s(literal -1 binary64)))))) t)
	99.3%	(.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)))))
	44.1%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (/.f64 (-.f64 (.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 t t)) (fma.f64 x (log.f64 y) t)))
▶	19.4%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (*.f64 z (log1p.f64 (neg.f64 y))))
	40.8%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (*.f64 x (log.f64 y)))
	84.7%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64)))))
▶	99.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
	29.1%	#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)))
✓	60.1%	#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)))
	9.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (fma.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 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))))))))
▶	36.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 (.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)))))) (-.f64 (neg.f64 t) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))
	16.4%	#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)))))
	25.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	9.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 (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))) (.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 (.f64 t t))))))
	36.9%	#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 (.f64 z #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))))))
	9.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.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 t (.f64 t t))) (/.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)))))))))
	36.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.f64 (.f64 z #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))))))
✓	43.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	57.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (fma.f64 z (neg.f64 y) (*.f64 x (log.f64 y)))))
	81.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 z (-.f64 (/.f64 (-.f64 (.f64 x (log.f64 y)) t) z) y))))
▶	19.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 z (neg.f64 y))))
	60.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 y (-.f64 (/.f64 (.f64 x (log.f64 y)) y) (+.f64 z (/.f64 t y))))))
	60.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
	60.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* z (log (+ 1 (neg y)))) (neg t)) (fma.f64 y (fma.f64 (*.f64 y z) #s(literal -1/2 binary64) (neg.f64 z)) (neg.f64 t))))
	60.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* z (log (+ 1 (neg y)))) (neg t)) (fma.f64 y (*.f64 z (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))) (neg.f64 t))))

Compiler

Compiled 1 603 to 823 computations (48.7% saved)

simplify311.0ms (1.8%)

Memory

12.2MiB live, 612.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	cost-diff	0	(fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y)))
✓	cost-diff	0	#s(approx (pow (sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) 2) (*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y)))))
✓	cost-diff	0	(-.f64 #s(approx (pow (sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) 2) (*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))) t)
✓	cost-diff	704	(*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))
✓	cost-diff	0	(neg.f64 y)
✓	cost-diff	0	(log1p.f64 (neg.f64 y))
✓	cost-diff	0	(*.f64 z (log1p.f64 (neg.f64 y)))
✓	cost-diff	0	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (*.f64 z (log1p.f64 (neg.f64 y))))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 (.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)))))) (-.f64 (neg.f64 t) (*.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	256	(-.f64 (.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))))))
✓	cost-diff	2176	(/.f64 (-.f64 (.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)))))) (-.f64 (neg.f64 t) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))
✓	cost-diff	0	(neg.f64 y)
✓	cost-diff	0	(*.f64 z (neg.f64 y))
✓	cost-diff	0	#s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 z (neg.f64 y)))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 z (neg.f64 y))))
✓	cost-diff	0	(neg.f64 (fma.f64 z y t))
✓	cost-diff	0	(log.f64 y)
✓	cost-diff	0	(fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))
✓	cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))

Rules

9 982×	`lower-fma.f32`
9 976×	`lower-fma.f64`
3 248×	`lower-*.f32`
3 234×	`lower-*.f64`
2 192×	`lower-+.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	56	399
0	80	398
1	151	389
2	292	389
3	696	389
4	1864	330
5	5244	324
0	8206	313

Stop Event

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

Calls

Call 1

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

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

localize170.0ms (1%)

Memory

-4.3MiB live, 351.3MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
✓	accuracy	100.0%	(-.f64 #s(approx (pow (sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) 2) (*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))) t)
✓	accuracy	99.8%	(/.f64 (log.f64 y) z)
✓	accuracy	99.5%	(fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y)))
✓	accuracy	94.0%	(*.f64 z (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))))
✓	accuracy	100.0%	(neg.f64 y)
✓	accuracy	100.0%	(log1p.f64 (neg.f64 y))
✓	accuracy	100.0%	(*.f64 z (log1p.f64 (neg.f64 y)))
✓	accuracy	60.2%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (*.f64 z (log1p.f64 (neg.f64 y))))
✓	accuracy	98.6%	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
✓	accuracy	98.3%	(.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))
✓	accuracy	80.6%	(/.f64 (-.f64 (.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)))))) (-.f64 (neg.f64 t) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))
✓	accuracy	79.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 (.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)))))) (-.f64 (neg.f64 t) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))
✓	accuracy	100.0%	(*.f64 z (neg.f64 y))
✓	accuracy	100.0%	(neg.f64 y)
✓	accuracy	99.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 z (neg.f64 y))))
✓	accuracy	60.2%	#s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 z (neg.f64 y)))
✓	accuracy	100.0%	(neg.f64 (fma.f64 z y t))
✓	accuracy	100.0%	(log.f64 y)
✓	accuracy	99.9%	(fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))
✓	accuracy	99.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))

Samples

38.0ms	127×	0	invalid
34.0ms	40×	1	valid
28.0ms	89×	0	valid

Compiler

Compiled 320 to 44 computations (86.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 75.0ms

ival-mult: 19.0ms (25.2% of total)

ival-log: 17.0ms (22.5% of total)

ival-sub: 9.0ms (11.9% of total)

ival-add: 8.0ms (10.6% of total)

ival-div: 5.0ms (6.6% of total)

ival-pow2: 5.0ms (6.6% of total)

adjust: 4.0ms (5.3% of total)

ival-neg: 3.0ms (4% of total)

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

ival-log1p: 2.0ms (2.6% of total)

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

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

exact: 0.0ms (0% of total)

series48.0ms (0.3%)

Memory

23.2MiB live, 99.9MiB allocated

Counts

22 → 732

Calls

Call 1

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

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

Calls

183 calls:

Time	Variable		Point	Expression
5.0ms	y	@	-inf	(/ (- (* t t) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y))))))) (- (neg t) (* z (log (+ 1 (neg y))))))
5.0ms	z	@	inf	(/ (log y) z)
5.0ms	z	@	0	(/ (log y) z)
3.0ms	y	@	inf	(/ (- (* t t) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y))))))) (- (neg t) (* z (log (+ 1 (neg y))))))
1.0ms	z	@	0	(* z (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))))

simplify593.0ms (3.5%)

Memory

-27.9MiB live, 766.2MiB allocated

Algorithm

1×	egg-herbie

Rules

10 068×	`lower-fma.f64`
10 068×	`lower-fma.f32`
5 976×	`lower-+.f64`
5 976×	`lower-+.f32`
5 302×	`lower-*.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	954	16017
1	3252	14897
0	8504	13744

Stop Event

1×	iter limit
1×	node limit

Counts

732 → 732

Calls

Call 1

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

Outputs
(- (* z (log (- 1 y))) t)
(fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
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rewrite384.0ms (2.3%)

Memory

43.5MiB live, 395.2MiB allocated

Algorithm

1×	batch-egg-rewrite

Rules

4 100×	`lower-*.f32`
4 086×	`lower-*.f64`
3 974×	`lower-fma.f32`
3 968×	`lower-fma.f64`
3 474×	`lower-/.f32`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	56	341
0	80	319
1	363	257
2	2797	257
0	8300	249

Stop Event

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

Counts

22 → 406

Calls

Call 1

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

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

eval343.0ms (2%)

Memory: -18.6MiB live, 296.5MiB allocated
Compiler: Compiled 35 629 to 2 435 computations (93.2% saved)

prune358.0ms (2.1%)

Memory

-14.9MiB live, 269.3MiB allocated

Pruning

44 alts after pruning (41 fresh and 3 done)

	Pruned	Kept	Total
New	1 304	21	1 325
Fresh	8	20	28
Picked	3	2	5
Done	1	1	2
Total	1 316	44	1 360

Accuracy

100.0%

Counts

1 360 → 44

Alt Table

Click to see full alt table

Status	Accuracy	Program
	61.7%	(/.f64 (fma.f64 (neg.f64 (.f64 t t)) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y)))) (.f64 (+.f64 #s(literal 0 binary64) t) #s(literal 1 binary64))) (.f64 (+.f64 #s(literal 0 binary64) t) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))))
	98.8%	(-.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)
	44.1%	(-.f64 (pow.f64 (sqrt.f64 #s(approx (+ (* z (log (+ 1 (neg y)))) (* x (log y))) (*.f64 x (log.f64 y)))) #s(literal 2 binary64)) t)
	82.5%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* z (log (+ 1 (neg y)))) (* x (log y))) (*.f64 x (log.f64 y))))) t)
	82.4%	(-.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) (/.f64 (-.f64 (/.f64 #s(literal 1 binary64) (log.f64 y)) (.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (.f64 x (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) x))) t)
	88.4%	(-.f64 #s(approx (pow (sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) 2) (.f64 z (fma.f64 (.f64 x (log.f64 y)) (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y))))) t)
	88.4%	(-.f64 #s(approx (pow (sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) 2) (*.f64 z (fma.f64 (log.f64 y) (/.f64 x z) (log1p.f64 (neg.f64 y))))) t)
	70.8%	(-.f64 #s(approx (pow (sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) 2) (.f64 z #s(approx (+ ( x (/ (log y) z)) (log (+ 1 (neg y)))) (*.f64 x (/.f64 (log.f64 y) z))))) t)
	82.6%	(-.f64 #s(approx (pow (sqrt (+ (* z (log (+ 1 (neg y)))) (* x (log y)))) 2) (*.f64 x (log.f64 y))) t)
	21.3%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* y (- (* (* z y) (+ (* y -1/3) -1/2)) z)) (* x (log y))) (.f64 (.f64 y (.f64 y y)) (fma.f64 x (/.f64 (log.f64 y) (.f64 y (.f64 y y))) (fma.f64 z #s(literal -1/3 binary64) (/.f64 (-.f64 (.f64 z #s(literal -1/2 binary64)) (/.f64 z y)) y)))))) t)
	99.3%	(.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)))))
	44.1%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (/.f64 (-.f64 (.f64 (.f64 x x) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 t t)) (fma.f64 x (log.f64 y) t)))
✓	19.4%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (*.f64 z (log1p.f64 (neg.f64 y))))
	19.1%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (.f64 z #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))))))
	19.1%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (.f64 z #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))))))
	40.8%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) (*.f64 x (log.f64 y)))
	19.1%	#s(approx (/ (- (pow (+ (* z (log (+ 1 (neg y)))) (* x (log y))) 2) (* t t)) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) t))) #s(approx (* z (log (+ 1 (neg y)))) (.f64 y (.f64 z (fma.f64 y #s(literal -1/2 binary64) #s(literal -1 binary64))))))
	57.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x #s(approx (neg (+ (* z y) t)) (*.f64 z (neg.f64 y)))))
	53.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 t (/.f64 t (fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 z) (neg.f64 t))) (neg.f64 (/.f64 (.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)) (neg.f64 z) (neg.f64 t))))))
	35.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (fma.f64 (.f64 (neg.f64 z) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 t t)) (-.f64 (neg.f64 t) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))
	9.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (fma.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 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))))))))
	9.7%	#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 t t (-.f64 (.f64 z (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))) (.f64 (*.f64 (neg.f64 t) z) #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))))
	24.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 (.f64 t t) (.f64 (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) #s(approx (log (+ 1 (neg y))) (neg.f64 y))) (.f64 z z))) (-.f64 (neg.f64 t) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))
	34.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 (.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)))))) (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 t)) (.f64 (+.f64 t (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (-.f64 t (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))))))
	34.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 (.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)))))) (.f64 (.f64 (+.f64 t (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (-.f64 t (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))) (/.f64 #s(literal 1 binary64) (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 t))))))
	25.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 (.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)))))) #s(approx (- (neg t) (* z (log (+ 1 (neg y))))) (neg.f64 t))))
	16.4%	#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)))))
	25.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (neg.f64 (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	25.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 #s(approx (- (* t t) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y))))))) (.f64 t t)) (-.f64 (neg.f64 t) (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))))
	9.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 (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))) (.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 (.f64 t t))))))
	36.9%	#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 (.f64 z #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))))))
	60.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 t)))))
	9.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (fma.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 t (.f64 t t))) (/.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)))))))))
	36.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (/.f64 #s(literal 1 binary64) (fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) (neg.f64 z) (neg.f64 t))) (.f64 (+.f64 t (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))) (-.f64 t (.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y)))))))
✓	43.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	60.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (/ (- (* t t) (* z (* (log (+ 1 (neg y))) (* z (log (+ 1 (neg y))))))) (- (neg t) (* z (log (+ 1 (neg y)))))) (neg.f64 (fma.f64 z y t))))
	57.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (fma.f64 z (neg.f64 y) (*.f64 x (log.f64 y)))))
	9.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 z (/.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)))))))
	14.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 z (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (+.f64 #s(literal 0 binary64) y)))))
	81.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 z (-.f64 (/.f64 (-.f64 (.f64 x (log.f64 y)) t) z) y))))
✓	19.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 z (neg.f64 y))))
	60.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 y (-.f64 (/.f64 (.f64 x (log.f64 y)) y) (+.f64 z (/.f64 t y))))))
	78.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (*.f64 t (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64))))))
	60.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* z (log (+ 1 (neg y)))) (neg t)) (fma.f64 y (fma.f64 (*.f64 y z) #s(literal -1/2 binary64) (neg.f64 z)) (neg.f64 t))))

Compiler

Compiled 2 628 to 788 computations (70% saved)

regimes148.0ms (0.9%)

Memory

-5.0MiB live, 243.5MiB allocated

Counts

79 → 1

Calls

Call 1

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

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

Calls

6 calls:

29.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
27.0ms	x
23.0ms	t
22.0ms	y
21.0ms	z

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)

regimes144.0ms (0.9%)

Memory

15.6MiB live, 172.0MiB allocated

Counts

63 → 1

Calls

Call 1

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

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:

36.0ms	t
32.0ms	y
20.0ms	x
20.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
17.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

Accuracy	Segments	Branch
99.5%	1	`x`
99.5%	1	`y`
99.5%	1	`z`
99.5%	1	`t`
99.5%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.5%	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)

regimes291.0ms (1.7%)

Memory

-3.7MiB live, 231.9MiB allocated

Counts

53 → 1

Calls

Call 1

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

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

Calls

6 calls:

189.0ms	y
28.0ms	x
19.0ms	z
17.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
17.0ms	t

Results

Accuracy	Segments	Branch
99.5%	1	`x`
99.5%	1	`y`
99.5%	1	`z`
99.5%	1	`t`
99.5%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.5%	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)

regimes87.0ms (0.5%)

Memory

7.2MiB live, 206.1MiB allocated

Counts

47 → 1

Calls

Call 1

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

16.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
14.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
14.0ms	z
14.0ms	x
13.0ms	y

Results

Accuracy	Segments	Branch
99.5%	1	`x`
99.5%	1	`y`
99.5%	1	`z`
99.5%	1	`t`
99.5%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.5%	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)

regimes104.0ms (0.6%)

Memory

-12.1MiB live, 155.1MiB allocated

Counts

46 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

32.0ms	x
16.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
15.0ms	z
14.0ms	t
13.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

Accuracy	Segments	Branch
92.4%	3	`x`
82.6%	1	`y`
89.3%	3	`z`
92.5%	3	`t`
89.5%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
91.5%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes30.0ms (0.2%)

Memory

-9.7MiB live, 70.4MiB allocated

Counts

44 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

2 calls:

14.0ms	t
12.0ms	x

Results

Accuracy	Segments	Branch
92.4%	3	`x`
82.6%	1	`t`

Compiler

Compiled 10 to 8 computations (20% saved)

regimes15.0ms (0.1%)

Memory

38.4MiB live, 38.4MiB allocated

Counts

43 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

1 calls:

12.0ms

Results

Accuracy	Segments	Branch
92.1%	3	`x`

Compiler

Compiled 5 to 4 computations (20% saved)

regimes79.0ms (0.5%)

Memory

-6.8MiB live, 188.4MiB allocated

Counts

40 → 3

Calls

Call 1

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

Calls

6 calls:

14.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
13.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
13.0ms	z
13.0ms	y
11.0ms	x

Results

Accuracy	Segments	Branch
62.0%	2	`y`
72.4%	3	`t`
63.7%	3	`z`
71.1%	6	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
82.5%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
82.9%	3	`x`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes99.0ms (0.6%)

Memory

9.0MiB live, 163.9MiB allocated

Counts

36 → 1

Calls

Call 1

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

35.0ms	z
17.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
12.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
12.0ms	x
10.0ms	t

Results

Accuracy	Segments	Branch
60.1%	1	`y`
60.1%	1	`z`
60.1%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
60.1%	1	`t`
60.1%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
60.1%	1	`x`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes59.0ms (0.4%)

Memory

-1.1MiB live, 85.2MiB allocated

Counts

16 → 1

Calls

Call 1

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

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

Calls

6 calls:

25.0ms	z
12.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
5.0ms	t
5.0ms	x

Results

Accuracy	Segments	Branch
60.1%	1	`t`
60.1%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
60.1%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
60.1%	1	`y`
60.1%	1	`x`
60.1%	1	`z`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes23.0ms (0.1%)

Memory

-15.0MiB live, 62.1MiB allocated

Counts

8 → 1

Calls

Call 1

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

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

Calls

6 calls:

5.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
4.0ms	z
3.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
3.0ms	t
3.0ms	y

Results

Accuracy	Segments	Branch
60.1%	1	`t`
60.1%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
60.1%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
60.1%	1	`y`
60.1%	1	`x`
60.1%	1	`z`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes18.0ms (0.1%)

Memory

16.5MiB live, 54.7MiB allocated

Counts

6 → 1

Calls

Call 1

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

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

Calls

6 calls:

4.0ms	y
3.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
3.0ms	z
3.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
3.0ms	x

Results

Accuracy	Segments	Branch
60.1%	1	`t`
60.1%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
60.1%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
60.1%	1	`y`
60.1%	1	`x`
60.1%	1	`z`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes13.0ms (0.1%)

Memory

-9.8MiB live, 30.8MiB allocated

Counts

2 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

5.0ms	x
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
49.9%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
53.0%	3	`t`
43.4%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
43.4%	1	`y`
43.4%	1	`x`
48.2%	2	`z`

Compiler

Compiled 52 to 39 computations (25% saved)

regimes6.0ms (0%)

Memory

-21.9MiB live, 16.3MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

3 calls:

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

Results

Accuracy	Segments	Branch
43.4%	1	`z`
43.4%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
43.4%	1	`t`

Compiler

Compiled 27 to 20 computations (25.9% saved)

bsearch79.0ms (0.5%)

Memory

18.8MiB live, 213.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
39.0ms	6.830064638772019e-114	1.2422472857470261e-104
35.0ms	-7.683398140634224e-82	-1.6965419250326824e-89

Samples

43.0ms	116×	1	valid
15.0ms	172×	0	valid

Compiler

Compiled 506 to 325 computations (35.8% saved)

Precisions

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

ival-log: 32.0ms (66.9% of total)

ival-sub: 5.0ms (10.5% of total)

ival-mult: 5.0ms (10.5% of total)

adjust: 3.0ms (6.3% of total)

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

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

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

exact: 0.0ms (0% of total)

bsearch105.0ms (0.6%)

Memory

20.5MiB live, 182.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
57.0ms	9.150280896329007e-32	1.4350685915688487e-30
43.0ms	-1.74657473716153e-73	-6.261277326072151e-90

Samples

76.0ms	113×	1	valid
13.0ms	143×	0	valid

Compiler

Compiled 420 to 291 computations (30.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 80.0ms

ival-log: 66.0ms (83% of total)

ival-mult: 5.0ms (6.3% of total)

ival-sub: 3.0ms (3.8% of total)

adjust: 3.0ms (3.8% of total)

ival-add: 2.0ms (2.5% of total)

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

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

exact: 0.0ms (0% of total)

bsearch26.0ms (0.2%)

Memory

-35.9MiB live, 3.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
25.0ms	9.150280896329007e-32	1.4350685915688487e-30
1.0ms	-1.74657473716153e-73	-6.261277326072151e-90

Compiler

Compiled 580 to 387 computations (33.3% saved)

bsearch233.0ms (1.4%)

Memory

-12.4MiB live, 44.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
217.0ms	1.6692346782197316e+61	2.6440464435894174e+62
13.0ms	-4.7440471430705786e+58	-3.1784948847474496e+58

Samples

16.0ms	50×	1	valid
9.0ms	110×	0	valid

Compiler

Compiled 350 to 239 computations (31.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 21.0ms

ival-log: 13.0ms (63% of total)

ival-mult: 3.0ms (14.5% of total)

ival-sub: 2.0ms (9.7% of total)

adjust: 1.0ms (4.8% of total)

ival-add: 1.0ms (4.8% of total)

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

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

exact: 0.0ms (0% of total)

bsearch97.0ms (0.6%)

Memory

20.9MiB live, 93.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
68.0ms	6.830064638772019e-114	1.2422472857470261e-104
25.0ms	-1.6965419250326824e-89	-8.080541175466483e-91

Samples

72.0ms	99×	1	valid
12.0ms	141×	0	valid

Compiler

Compiled 324 to 227 computations (29.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 41.0ms

ival-log: 29.0ms (70.1% of total)

ival-mult: 4.0ms (9.7% 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)

simplify14.0ms (0.1%)

Memory

-6.9MiB live, 29.6MiB allocated

Algorithm

1×	egg-herbie

Rules

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	105	615
1	128	615
2	145	615
3	151	615
4	152	615

Stop Event

1×

saturated

Calls

Call 1

Inputs
(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))) 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 (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -537538738122673/8958978968711216842229769122273777112486581988938598139599956403855167484720643781523509973086428463104 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 t #s(literal 5144601971513231/1353842624082429130653522550851115089568572790710847937094960732721983060451965636249987502980536903367866802227247837807116288 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (fma.f64 z (neg.f64 y) (.f64 x (log.f64 y))))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -213598703592091/533996758980227520598755426542388028650676130589163192486760401955554931445160137505740521734144 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 5023911878324979/22835963083295358096932575511191922182123945984 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -213598703592091/533996758980227520598755426542388028650676130589163192486760401955554931445160137505740521734144 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 5023911878324979/22835963083295358096932575511191922182123945984 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 (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))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -39000000000000001014398133188990236777368403964403434651648 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 23499999999999999167409602657729413638217150121188920813158400 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 (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 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) #s(approx (+ (* z (log (+ 1 (neg y)))) (neg t)) (fma.f64 y (fma.f64 (*.f64 y z) #s(literal -1/2 binary64) (neg.f64 z)) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* z (log (+ 1 (neg y)))) (neg t)) (fma.f64 y (*.f64 z (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) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -3944817619502923/4586997231980143023221641790604173881593129978336562247475177678773845752176969616140037106220251373109248 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 5784239726914675/41315998049390537434494706752048189989275292685267576205290549704650361952269459114074325652482205302974450751563959894016 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 z (neg.f64 y)))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Outputs
(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 z (log1p.f64 (neg.f64 y)) (*.f64 x (log.f64 y))))) 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 (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -537538738122673/8958978968711216842229769122273777112486581988938598139599956403855167484720643781523509973086428463104 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 t #s(literal 5144601971513231/1353842624082429130653522550851115089568572790710847937094960732721983060451965636249987502980536903367866802227247837807116288 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (fma.f64 z (neg.f64 y) (.f64 x (log.f64 y))))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -213598703592091/533996758980227520598755426542388028650676130589163192486760401955554931445160137505740521734144 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 5023911878324979/22835963083295358096932575511191922182123945984 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -213598703592091/533996758980227520598755426542388028650676130589163192486760401955554931445160137505740521734144 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 5023911878324979/22835963083295358096932575511191922182123945984 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 (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))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -39000000000000001014398133188990236777368403964403434651648 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 23499999999999999167409602657729413638217150121188920813158400 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 (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 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) #s(approx (+ (* z (log (+ 1 (neg y)))) (neg t)) (fma.f64 y (fma.f64 (*.f64 y z) #s(literal -1/2 binary64) (neg.f64 z)) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* z (log (+ 1 (neg y)))) (neg t)) (fma.f64 y (fma.f64 (*.f64 z y) #s(literal -1/2 binary64) (neg.f64 z)) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* z (log (+ 1 (neg y)))) (neg t)) (fma.f64 y (*.f64 z (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) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -3944817619502923/4586997231980143023221641790604173881593129978336562247475177678773845752176969616140037106220251373109248 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 5784239726914675/41315998049390537434494706752048189989275292685267576205290549704650361952269459114074325652482205302974450751563959894016 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (.f64 z (neg.f64 y)))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
(if (<=.f64 t #s(literal -3944817619502923/4586997231980143023221641790604173881593129978336562247475177678773845752176969616140037106220251373109248 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 5784239726914675/41315998049390537434494706752048189989275292685267576205290549704650361952269459114074325652482205302974450751563959894016 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* x (log y)) (+ (* z y) t)) (neg.f64 (.f64 z y)))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

soundness1.3s (7.9%)

Memory

37.5MiB live, 953.0MiB allocated

Rules

22 162×	`lower-fma.f64`
22 162×	`lower-fma.f32`
9 760×	`lower-fma.f64`
9 760×	`lower-fma.f32`
7 024×	`lower-fma.f64`

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	609	10196
1	1921	9590
2	6464	9567
0	8183	8663
0	192	1688
1	588	1578
2	1828	1526
3	5269	1494
0	8403	1337
0	12	38
0	19	38
1	67	38
2	506	38
3	6739	38
0	8211	32
0	49	305
0	82	289
1	359	289
2	2862	289
0	8203	289
0	1829	30975
1	6395	28934
0	8169	27376

Stop Event

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

Compiler

Compiled 493 to 237 computations (51.9% saved)

preprocess148.0ms (0.9%)

Memory: -12.8MiB live, 177.8MiB allocated
Compiler: Compiled 642 to 206 computations (67.9% 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

analyze78.0ms (0.5%)

sample2.7s (16.2%)

preprocess159.0ms (0.9%)

explain553.0ms (3.3%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify30.0ms (0.2%)

localize114.0ms (0.7%)

series165.0ms (1%)

simplify572.0ms (3.4%)

rewrite561.0ms (3.3%)

eval76.0ms (0.5%)

prune131.0ms (0.8%)

simplify547.0ms (3.2%)

localize263.0ms (1.6%)

series209.0ms (1.2%)

simplify691.0ms (4.1%)

rewrite817.0ms (4.8%)

eval682.0ms (4%)

prune509.0ms (3%)

simplify363.0ms (2.1%)

localize270.0ms (1.6%)

series43.0ms (0.3%)

simplify516.0ms (3.1%)

rewrite665.0ms (3.9%)

eval477.0ms (2.8%)

prune317.0ms (1.9%)

simplify311.0ms (1.8%)

localize170.0ms (1%)

series48.0ms (0.3%)

simplify593.0ms (3.5%)

rewrite384.0ms (2.3%)

eval343.0ms (2%)

prune358.0ms (2.1%)

regimes148.0ms (0.9%)

regimes144.0ms (0.9%)

regimes291.0ms (1.7%)

regimes87.0ms (0.5%)

regimes104.0ms (0.6%)

regimes30.0ms (0.2%)

regimes15.0ms (0.1%)

regimes79.0ms (0.5%)

regimes99.0ms (0.6%)

regimes59.0ms (0.4%)

regimes23.0ms (0.1%)

regimes18.0ms (0.1%)

regimes13.0ms (0.1%)

regimes6.0ms (0%)

bsearch79.0ms (0.5%)

bsearch105.0ms (0.6%)

bsearch26.0ms (0.2%)

bsearch233.0ms (1.4%)

bsearch97.0ms (0.6%)

simplify14.0ms (0.1%)

soundness1.3s (7.9%)

preprocess148.0ms (0.9%)

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