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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze85.0ms (0.7%)

Memory

-7.3MiB live, 152.2MiB allocated

Algorithm

1×

Search

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

Compiler

Compiled 15 to 14 computations (6.7% saved)

sample2.4s (19%)

Memory

-1.4MiB live, 3 123.6MiB allocated

Samples

1.2s	2 451×	1	valid
647.0ms	5 805×	0	valid
0.0ms	4×	0	invalid

Precisions

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

ival-log: 962.0ms (65.3% of total)

ival-mult: 208.0ms (14.1% of total)

adjust: 109.0ms (7.4% of total)

ival-sub: 106.0ms (7.2% of total)

ival-add: 72.0ms (4.9% of total)

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

exact: 6.0ms (0.4% of total)

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

Bogosity

explain418.0ms (3.3%)

Memory

4.8MiB live, 399.3MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
252	-	-	`(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	252	0

Confusion

	Predicted +	Predicted -
+	35	0
-	217	4

Precision

0.1388888888888889

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	35	0	0
-	217	0	4

Precision?

0.1388888888888889

Recall?

1.0

Freqs

test

number	freq
0	4
1	252

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

189.0ms	370×	1	valid
66.0ms	108×	2	valid
15.0ms	34×	0	valid

Compiler

Compiled 113 to 40 computations (64.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 169.0ms

ival-log: 111.0ms (65.7% of total)

ival-sub: 20.0ms (11.8% of total)

adjust: 18.0ms (10.7% of total)

ival-mult: 14.0ms (8.3% of total)

ival-add: 5.0ms (3% of total)

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

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

exact: 0.0ms (0% of total)

preprocess159.0ms (1.3%)

Memory

-1.0MiB live, 79.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

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

Calls

Call 1

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

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

Compiler

Compiled 13 to 12 computations (7.7% saved)

eval0.0ms (0%)

Memory: 0.7MiB live, 0.7MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune1.0ms (0%)

Memory

2.0MiB live, 2.0MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	88.0%	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Compiler

Compiled 13 to 12 computations (7.7% saved)

simplify20.0ms (0.2%)

Memory

-2.1MiB live, 36.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize103.0ms (0.8%)

Memory

16.3MiB live, 253.6MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.03125	(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.23828125	(*.f64 x (log.f64 y))
accuracy	57.91496973291239	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

68.0ms	185×	1	valid
23.0ms	54×	2	valid
2.0ms	17×	0	valid

Compiler

Compiled 50 to 14 computations (72% saved)

Precisions

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

ival-log: 45.0ms (62.4% of total)

ival-sub: 7.0ms (9.7% of total)

adjust: 7.0ms (9.7% of total)

ival-mult: 7.0ms (9.7% of total)

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

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

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

exact: 0.0ms (0% of total)

series184.0ms (1.5%)

Memory

-4.7MiB live, 389.3MiB allocated

Counts

5 → 144

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
45.0ms	z	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
32.0ms	x	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
16.0ms	z	@	-inf	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
15.0ms	y	@	-inf	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
14.0ms	t	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))

simplify177.0ms (1.4%)

Memory

24.8MiB live, 215.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

1×	iter limit
1×	node limit

Counts

144 → 144

Calls

Call 1

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

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

rewrite175.0ms (1.4%)

Memory

1.9MiB live, 193.5MiB allocated

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
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eval101.0ms (0.8%)

Memory: -16.6MiB live, 111.4MiB allocated
Compiler: Compiled 11 810 to 1 193 computations (89.9% saved)

prune24.0ms (0.2%)

Memory

10.9MiB live, 49.3MiB allocated

Pruning

19 alts after pruning (19 fresh and 0 done)

	Pruned	Kept	Total
New	365	19	384
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	366	19	385

Accuracy

100.0%

Counts

385 → 19

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.8%	(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
	52.7%	(/.f64 (fma.f64 (neg.f64 t) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)))
▶	99.6%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
	71.0%	(-.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 (.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	92.3%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	71.1%	(-.f64 (fma.f64 (.f64 (.f64 (log.f64 y) x) x) (/.f64 (log.f64 y) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (*.f64 (log.f64 y) x))))) t)
	92.4%	(-.f64 (fma.f64 x (/.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
▶	71.0%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))) t)
	99.8%	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (-.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (log1p.f64 y)))) t)
	99.8%	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z #s(approx (log (- 1 y)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)))) t)
	99.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (.f64 (log.f64 y) x))) t)
	87.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	99.2%	(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64))))
	52.5%	(.f64 (neg.f64 (fma.f64 (neg.f64 t) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)))))
▶	56.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
	99.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
	14.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	44.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
▶	44.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 794 to 528 computations (33.5% saved)

simplify152.0ms (1.2%)

Memory

-6.5MiB live, 111.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (neg.f64 x) (log.f64 y)))
cost-diff	0	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))) t)
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64)))))
cost-diff	26816	(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
cost-diff	0	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
cost-diff	0	(neg.f64 y)
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (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	(log1p.f64 (neg.f64 y))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	36	294
0	58	268
1	102	268
2	200	266
3	467	251
4	1444	238
5	5286	238
0	8137	236

Stop Event

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

Calls

Call 1

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

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

localize196.0ms (1.6%)

Memory

9.2MiB live, 127.5MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.23828125	(*.f64 (log.f64 y) x)
accuracy	0.26400375976844204	(pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))
accuracy	0.9999917433208233	(-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (.f64 (log.f64 y) x) #s(literal 2 binary64)))
accuracy	25.91069481807217	(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))
accuracy	0.01171875	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
accuracy	0.125	(fma.f64 (log.f64 y) x (neg.f64 t))
accuracy	0.2265625	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
accuracy	0.307514729149581	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
accuracy	0	(neg.f64 t)
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0.01953125	(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
accuracy	27.933078825173226	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
accuracy	0	(neg.f64 t)
accuracy	35.50424884753048	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0	(log.f64 y)
accuracy	0.01953125	(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
accuracy	0.11328125	(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))

Samples

78.0ms	69×	1	valid
64.0ms	187×	0	valid

Compiler

Compiled 340 to 35 computations (89.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 94.0ms

ival-div: 24.0ms (25.6% of total)

ival-log: 21.0ms (22.4% of total)

ival-add: 15.0ms (16% of total)

ival-mult: 10.0ms (10.7% of total)

ival-sub: 6.0ms (6.4% of total)

ival-pow2: 6.0ms (6.4% of total)

adjust: 5.0ms (5.3% of total)

ival-neg: 3.0ms (3.2% of total)

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

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

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

exact: 0.0ms (0% of total)

series299.0ms (2.4%)

Memory

9.7MiB live, 246.0MiB allocated

Counts

19 → 648

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
51.0ms	y	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (+ (* (log y) x) (neg t)) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (* (log y) x))
39.0ms	y	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (+ (* (log y) x) (neg t)) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (* (log y) x))
37.0ms	x	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (+ (* (log y) x) (neg t)) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (* (log y) x))
32.0ms	t	@	inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (+ (* (log y) x) (neg t)) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (* (log y) x))
21.0ms	y	@	inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (+ (* (log y) x) (neg t)) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (* (log y) x) 2) (* (log y) x))

simplify294.0ms (2.3%)

Memory

-15.8MiB live, 229.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1288	19794
1	4462	18350
0	8125	17315

Stop Event

1×	iter limit
1×	node limit

Counts

648 → 648

Calls

Call 1

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

rewrite368.0ms (2.9%)

Memory

-1.3MiB live, 225.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	36	224
0	58	198
1	274	168
2	2170	168
0	8911	166

Stop Event

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

Counts

19 → 2 093

Calls

Call 1

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

Outputs
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eval853.0ms (6.8%)

Memory: -109.8MiB live, 831.9MiB allocated
Compiler: Compiled 125 585 to 6 554 computations (94.8% saved)

prune78.0ms (0.6%)

Memory

20.8MiB live, 258.4MiB allocated

Pruning

22 alts after pruning (21 fresh and 1 done)

	Pruned	Kept	Total
New	3 151	18	3 169
Fresh	11	3	14
Picked	4	1	5
Done	0	0	0
Total	3 166	22	3 188

Accuracy

100.0%

Counts

3 188 → 22

Alt Table

Click to see full alt table

Status	Accuracy	Program
	52.5%	(fma.f64 (sqrt.f64 (.f64 x (log.f64 y))) (sqrt.f64 (.f64 x (log.f64 y))) (fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 t)))
▶	99.8%	(fma.f64 (log.f64 y) x (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t)))
	99.3%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
	87.1%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))
▶	54.2%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
▶	44.0%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
	44.4%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	92.3%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	92.4%	(-.f64 (fma.f64 x (/.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	62.7%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) #s(approx (- (pow ( (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (.f64 (.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) t)
	86.9%	(-.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/.f64 (fma.f64 (neg.f64 (/.f64 z x)) (/.f64 (log1p.f64 (neg.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y))) x))) t)
	87.4%	(-.f64 #s(approx (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
	99.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (.f64 (log.f64 y) x))) t)
	84.8%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t))
▶	44.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
	53.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z (neg.f64 t)))
	45.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (neg.f64 t)))
	56.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z (neg.f64 t)))
	24.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓	44.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	56.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (-.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 z y) (neg.f64 z)) y) t)))
▶	56.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))

Compiler

Compiled 665 to 542 computations (18.5% saved)

simplify201.0ms (1.6%)

Memory

17.5MiB live, 56.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	0	(fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t)))
cost-diff	0	(pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64))
cost-diff	6464	(pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))
cost-diff	7168	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	#s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))
cost-diff	0	(/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x)))
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
cost-diff	0	(fma.f64 z y t)
cost-diff	0	(neg.f64 (fma.f64 z y t))
cost-diff	0	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t)))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
cost-diff	0	#s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))
cost-diff	0	(fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t))
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t)))

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	51	313
0	79	299
1	135	293
2	232	285
3	420	285
4	728	285
5	1153	285
6	1931	285
7	2496	285
8	2634	285
9	2677	285
10	2742	285
11	2796	285
12	2858	285
13	2901	285
14	2909	285
0	2909	285

Stop Event

1×	iter limit
1×	saturated
1×	iter limit

Calls

Call 1

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

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

localize567.0ms (4.5%)

Memory

-19.3MiB live, 254.6MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0.0625	(fma.f64 x (log.f64 y) (neg.f64 t))
accuracy	0.10546875	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
accuracy	0.2811926651526233	(pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64))
accuracy	0.288105029305326	(pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))
accuracy	0.10546875	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
accuracy	0.14453125	(*.f64 (log.f64 y) x)
accuracy	0.252827229149581	(/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x)))
accuracy	19.366816640536616	#s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))
accuracy	0	(log.f64 y)
accuracy	0.14453125	(*.f64 (log.f64 y) x)
accuracy	19.366816640536616	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
accuracy	0	(fma.f64 z y t)
accuracy	0	(neg.f64 (fma.f64 z y t))
accuracy	0.46225852324357986	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t)))
accuracy	15.564625375974787	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
accuracy	0.00390625	(fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t))
accuracy	0.0078125	(*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)
accuracy	0.0625	(fma.f64 (log.f64 y) x (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t)))
accuracy	0.4676293068772804	#s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y))

Samples

459.0ms	104×	0	valid
43.0ms	116×	0	invalid
34.0ms	36×	1	valid

Compiler

Compiled 289 to 43 computations (85.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 81.0ms

ival-mult: 20.0ms (24.7% of total)

ival-log: 15.0ms (18.6% of total)

ival-add: 12.0ms (14.8% of total)

ival-log1p: 7.0ms (8.7% of total)

ival-div: 5.0ms (6.2% of total)

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

const: 4.0ms (4.9% of total)

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

adjust: 3.0ms (3.7% of total)

ival-pow2: 3.0ms (3.7% of total)

ival-neg: 3.0ms (3.7% of total)

exact: 1.0ms (1.2% of total)

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

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

series178.0ms (1.4%)

Memory

-8.2MiB live, 287.1MiB allocated

Counts

19 → 720

Calls

Call 1

Inputs
#s(alt (fma.f64 (log.f64 y) x (fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t))) (patch (fma.f64 (log.f64 y) x (fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t))) #<representation binary64>) () ())
#s(alt (log.f64 y) (patch (log.f64 y) #<representation binary64>) () ())
#s(alt (fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t)) (patch (fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t)) #<representation binary64>) () ())
#s(alt #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) (patch #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) #<representation binary64>) () ())
#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t)))) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t)))) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))) (patch #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))) #<representation binary64>) () ())
#s(alt (neg.f64 (fma.f64 z y t)) (patch (neg.f64 (fma.f64 z y t)) #<representation binary64>) () ())
#s(alt (fma.f64 z y t) (patch (fma.f64 z y t) #<representation binary64>) () ())
#s(alt #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (log.f64 y) x)) (patch #s(approx (/ 1 (/ 1 (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())
#s(alt (.f64 (log.f64 y) x) (patch (.f64 (log.f64 y) x) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x)))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x)))) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x))) (patch (/.f64 #s(literal 1 binary64) #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))) #<representation binary64>) () ())
#s(alt #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x)) (patch #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())
#s(alt (/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))) (patch (/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))) #<representation binary64>) () ())
#s(alt (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)) (patch (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)) #<representation binary64>) () ())
#s(alt (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) (patch (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #<representation binary64>) () ())
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Outputs
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#s(alt (+ (* x (log y)) (* z (log (- 1 y)))) (taylor 0 t) (#s(alt #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t)))) (patch #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t)))) #<representation binary64>) () ())) ())
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#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x)))) (patch (/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x)))) #<representation binary64>) () ())) ())
#s(alt (/ 1 (* x (log y))) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x))) (patch (/.f64 #s(literal 1 binary64) #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (* -1 (/ (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x))) (patch (/.f64 #s(literal 1 binary64) #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (* -1 (/ (- (+ (* -1 (/ (* (- (* z (log (- 1 y))) t) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (* x (log y)))) (/ t (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x))) (patch (/.f64 #s(literal 1 binary64) #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (* -1 (/ (- (+ (* -1 (/ (- (* -1 (/ (* (pow (- (* z (log (- 1 y))) t) 2) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (* x (pow (log y) 2)))) (* -1 (/ (* (- (* z (log (- 1 y))) t) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (log y)))) x)) (/ t (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x))) (patch (/.f64 #s(literal 1 binary64) #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x)) (patch #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x)) (patch #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x)) (patch #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (.f64 (log.f64 y) x)) (patch #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))) (patch (/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))) (patch (/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))) (patch (/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))) (patch (/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64))) #<representation binary64>) () ())) ())
#s(alt (/ 1 (* x (log y))) (taylor -inf x) (#s(alt (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)) (patch (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (* -1 (/ (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)) (patch (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (* -1 (/ (- (+ (* -1 (/ (* (- (* z (log (- 1 y))) t) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (* x (log y)))) (/ t (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)) (patch (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* -1 (/ (- (* -1 (/ (- (+ (* -1 (/ (- (* -1 (/ (* (pow (- (* z (log (- 1 y))) t) 2) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (* x (pow (log y) 2)))) (* -1 (/ (* (- (* z (log (- 1 y))) t) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (log y)))) x)) (/ t (pow (log y) 2))) (/ (* z (log (- 1 y))) (pow (log y) 2))) x)) (/ 1 (log y))) x)) (taylor -inf x) (#s(alt (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)) (patch (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* (sqrt (/ 1 (* x (log y)))) (pow (sqrt -1) 2)) (taylor -inf x) (#s(alt (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) (patch (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #<representation binary64>) () ())) ())
#s(alt (+ (* 1/2 (* (sqrt (/ (log y) (pow x 3))) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2))))) (* (sqrt (/ 1 (* x (log y)))) (pow (sqrt -1) 2))) (taylor -inf x) (#s(alt (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) (patch (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1/2 (* (sqrt (/ 1 (* (pow x 5) (log y)))) (* (- (* z (log (- 1 y))) t) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))))) (+ (* 1/2 (* (sqrt (/ (log y) (pow x 3))) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2))))) (* (sqrt (/ 1 (* x (log y)))) (pow (sqrt -1) 2)))) (taylor -inf x) (#s(alt (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) (patch (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 (/ (+ (* 1/2 (* (sqrt (/ x (log y))) (* (- (* z (log (- 1 y))) t) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))))) (* 1/2 (* (sqrt (/ (log y) x)) (+ (* -1 (/ (* (pow (- (* z (log (- 1 y))) t) 2) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (pow (log y) 2))) (* -1/4 (/ (* x (* (log y) (pow (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2))) 2))) (pow (sqrt -1) 2))))))) (pow x 3))) (+ (* 1/2 (* (sqrt (/ (log y) (pow x 3))) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2))))) (* (sqrt (/ 1 (* x (log y)))) (pow (sqrt -1) 2)))) (taylor -inf x) (#s(alt (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) (patch (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) (patch (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) (patch (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) (patch (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x))))) (taylor -inf x) (#s(alt (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) (patch (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #<representation binary64>) () ())) ())
#s(alt (* x (log y)) (taylor -inf x) (#s(alt (fma.f64 x (log.f64 y) (neg.f64 t)) (patch (fma.f64 x (log.f64 y) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ t x)))) (taylor -inf x) (#s(alt (fma.f64 x (log.f64 y) (neg.f64 t)) (patch (fma.f64 x (log.f64 y) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ t x)))) (taylor -inf x) (#s(alt (fma.f64 x (log.f64 y) (neg.f64 t)) (patch (fma.f64 x (log.f64 y) (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (* -1 (* x (+ (* -1 (log y)) (/ t x)))) (taylor -inf x) (#s(alt (fma.f64 x (log.f64 y) (neg.f64 t)) (patch (fma.f64 x (log.f64 y) (neg.f64 t)) #<representation binary64>) () ())) ())

Calls

12 calls:

Time	Variable		Point	Expression
45.0ms	y	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (+ (* z y) t) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log y) x) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ 1 (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2)) (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2) (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) (* (+ (* (+ (* -1/3 y) -1/2) y) -1) y) (+ (* x (log y)) (neg t)))
25.0ms	y	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (+ (* z y) t) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log y) x) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ 1 (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2)) (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2) (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) (* (+ (* (+ (* -1/3 y) -1/2) y) -1) y) (+ (* x (log y)) (neg t)))
14.0ms	x	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (+ (* z y) t) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log y) x) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ 1 (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2)) (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2) (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) (* (+ (* (+ (* -1/3 y) -1/2) y) -1) y) (+ (* x (log y)) (neg t)))
11.0ms	x	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (+ (* z y) t) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log y) x) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ 1 (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2)) (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2) (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) (* (+ (* (+ (* -1/3 y) -1/2) y) -1) y) (+ (* x (log y)) (neg t)))
10.0ms	y	@	inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (+ (* z y) t) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log y) x) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ 1 (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2)) (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2) (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) (* (+ (* (+ (* -1/3 y) -1/2) y) -1) y) (+ (* x (log y)) (neg t)))

simplify249.0ms (2%)

Memory

-4.2MiB live, 347.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	906	16138
1	2802	15211
0	8322	13985

Stop Event

1×	iter limit
1×	node limit

Counts

720 → 716

Calls

Call 1

Inputs
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* z (log (- 1 y)))
(+ (* -1 t) (* z (log (- 1 y))))
(+ (* -1 t) (* z (log (- 1 y))))
(+ (* -1 t) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* z (log (- 1 y)))
(+ (* -1 t) (* z (log (- 1 y))))
(+ (* -1 t) (* z (log (- 1 y))))
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(* -1 (* y z))
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(/ (- (+ (* -1 (/ (* (- (* z (log (- 1 y))) t) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (* (pow x 2) (log y)))) (+ (/ 1 (log y)) (/ t (* x (pow (log y) 2))))) (/ (* z (log (- 1 y))) (* x (pow (log y) 2)))) x)
(/ (- (+ (/ 1 (log y)) (+ (/ t (* x (pow (log y) 2))) (/ (* (pow (- (* z (log (- 1 y))) t) 2) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (* (pow x 3) (pow (log y) 2))))) (+ (/ (* z (log (- 1 y))) (* x (pow (log y) 2))) (/ (* (- (* z (log (- 1 y))) t) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (* (pow x 2) (log y))))) x)
(* x (log y))
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(* x (- (+ (log y) (/ (* z (log (- 1 y))) x)) (/ t x)))
(/ 1 (* x (log y)))
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(/ (- (+ (* -1 (/ (* (- (* z (log (- 1 y))) t) (- (/ t (pow (log y) 2)) (/ (* z (log (- 1 y))) (pow (log y) 2)))) (* (pow x 2) (log y)))) (+ (/ 1 (log y)) (/ t (* x (pow (log y) 2))))) (/ (* z (log (- 1 y))) (* x (pow (log y) 2)))) x)
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(sqrt (/ 1 (* x (log y))))
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rewrite427.0ms (3.4%)

Memory

-11.8MiB live, 328.6MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	51	261
0	79	233
1	362	233
2	2244	233
0	8908	219

Stop Event

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

Counts

19 → 792

Calls

Call 1

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

Outputs
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eval441.0ms (3.5%)

Memory: 37.9MiB live, 427.1MiB allocated
Compiler: Compiled 44 208 to 4 039 computations (90.9% saved)

prune122.0ms (1%)

Memory

-21.0MiB live, 138.5MiB allocated

Pruning

29 alts after pruning (24 fresh and 5 done)

	Pruned	Kept	Total
New	1 566	13	1 579
Fresh	5	11	16
Picked	1	4	5
Done	0	1	1
Total	1 572	29	1 601

Accuracy

100.0%

Counts

1 601 → 29

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.8%	(fma.f64 (log.f64 y) x (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t)))
▶	99.8%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t))))
	99.3%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
	87.1%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))
	46.6%	(pow.f64 (pow.f64 (fma.f64 (log1p.f64 y) z (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/4 binary64)) #s(literal -4 binary64))
	24.1%	(pow.f64 (pow.f64 #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 x (log.f64 y))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
	24.2%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 x (log.f64 y))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
	12.8%	(/.f64 #s(literal 1 binary64) (pow.f64 (.f64 (pow.f64 (pow.f64 (-.f64 (pow.f64 (fma.f64 (log1p.f64 y) z (.f64 x (log.f64 y))) #s(literal 2 binary64)) (*.f64 t t)) #s(literal -1 binary64)) #s(literal 1/2 binary64)) (pow.f64 (fma.f64 (log1p.f64 y) z (fma.f64 x (log.f64 y) t)) #s(literal 1/2 binary64))) #s(literal 2 binary64)))
	24.1%	(/.f64 #s(literal 1 binary64) (pow.f64 #s(approx (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) (sqrt.f64 (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))) #s(literal 2 binary64)))
✓	44.0%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
	44.4%	(/.f64 #s(literal 1 binary64) #s(approx (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2) (/.f64 #s(literal -1 binary64) t)))
	92.3%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	92.4%	(-.f64 (fma.f64 x (/.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
▶	62.7%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) #s(approx (- (pow ( (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (.f64 (.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) t)
	86.9%	(-.f64 (/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (/.f64 (fma.f64 (neg.f64 (/.f64 z x)) (/.f64 (log1p.f64 (neg.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 #s(literal 1 binary64) (log.f64 y))) x))) t)
▶	87.4%	(-.f64 #s(approx (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
	84.8%	#s(approx (/ 1 (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2)) (*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t))
✓	44.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
	53.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z (neg.f64 t)))
	45.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (neg.f64 t)))
	56.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z (neg.f64 t)))
	24.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓	44.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	56.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t))))
✓	56.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
	53.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (fma.f64 (/.f64 (*.f64 z y) t) t t)))))
	36.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
▶	14.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
▶	52.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t))))

Compiler

Compiled 798 to 678 computations (15% saved)

simplify131.0ms (1%)

Memory

17.6MiB live, 173.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) #s(approx (- (pow ( (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (.f64 (.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))
cost-diff	0	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) #s(approx (- (pow ( (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (.f64 (.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) t)
cost-diff	320	(.f64 (.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))
cost-diff	704	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) #s(approx (- (pow ( (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (.f64 (.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64))))))
cost-diff	0	(fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y)))
cost-diff	0	#s(approx (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z))
cost-diff	0	(-.f64 #s(approx (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
cost-diff	704	(*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)
cost-diff	0	#s(approx (neg (+ (* z y) t)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t))
cost-diff	0	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t)))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t))))
cost-diff	1024	(*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t)
cost-diff	0	#s(approx (+ (* z y) t) (*.f64 z y))
cost-diff	0	(neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))
cost-diff	0	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y))))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
cost-diff	0	(fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t))
cost-diff	0	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t)))
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	68	550
0	102	542
1	180	532
2	352	524
3	810	494
4	2229	479
5	5618	479
0	8118	461

Stop Event

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

Calls

Call 1

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

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

localize287.0ms (2.3%)

Memory

11.0MiB live, 276.4MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.32681636422005067	(.f64 (.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))
accuracy	0.4879875488422101	(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy	14.878515957054367	#s(approx (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (.f64 (.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64))))
accuracy	25.91069481807217	(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) #s(approx (- (pow ( (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (.f64 (.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))
accuracy	0.00390625	(-.f64 #s(approx (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
accuracy	0.27734375	(/.f64 (log.f64 y) z)
accuracy	0.3999610847379539	(fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y)))
accuracy	7.801540031248461	(*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)
accuracy	0.608435651135959	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t)))
accuracy	2.2153283439717915	(*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t)
accuracy	6.340660661245455	(fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64))
accuracy	27.933078825173226	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t))))
accuracy	0	(neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))
accuracy	0.608435651135959	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y))))
accuracy	27.933078825173226	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
accuracy	45.2139433888057	#s(approx (+ (* z y) t) (*.f64 z y))
accuracy	0.0078125	(fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t))
accuracy	0.03125	(*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
accuracy	0.11328125	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t))))
accuracy	0.21694007215060596	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t)))

Samples

130.0ms	187×	0	valid
93.0ms	69×	1	valid

Compiler

Compiled 429 to 52 computations (87.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 163.0ms

ival-div: 49.0ms (30% of total)

ival-log: 43.0ms (26.3% of total)

ival-mult: 30.0ms (18.4% of total)

ival-add: 12.0ms (7.3% of total)

ival-pow2: 9.0ms (5.5% of total)

ival-sub: 6.0ms (3.7% of total)

adjust: 6.0ms (3.7% of total)

ival-neg: 4.0ms (2.4% of total)

ival-log1p: 2.0ms (1.2% of total)

exact: 1.0ms (0.6% of total)

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

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

series217.0ms (1.7%)

Memory

-25.3MiB live, 348.9MiB allocated

Counts

25 → 876

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
31.0ms	t	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (+ (* (* z (+ (* -1/2 y) -1)) y) (neg t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (+ (* z y) t) (* (+ (* (neg y) (/ z t)) -1) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (* (* (neg x) x) (pow (log y) 2)) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (* z (+ (* -1/2 y) -1)) (+ (* (neg y) (/ z t)) -1) (/ (log y) z) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (log y) 2))
22.0ms	z	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (+ (* (* z (+ (* -1/2 y) -1)) y) (neg t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (+ (* z y) t) (* (+ (* (neg y) (/ z t)) -1) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (* (* (neg x) x) (pow (log y) 2)) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (* z (+ (* -1/2 y) -1)) (+ (* (neg y) (/ z t)) -1) (/ (log y) z) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (log y) 2))
17.0ms	z	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (+ (* (* z (+ (* -1/2 y) -1)) y) (neg t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (+ (* z y) t) (* (+ (* (neg y) (/ z t)) -1) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (* (* (neg x) x) (pow (log y) 2)) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (* z (+ (* -1/2 y) -1)) (+ (* (neg y) (/ z t)) -1) (/ (log y) z) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (log y) 2))
14.0ms	z	@	inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (+ (* (* z (+ (* -1/2 y) -1)) y) (neg t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (+ (* z y) t) (* (+ (* (neg y) (/ z t)) -1) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (* (* (neg x) x) (pow (log y) 2)) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (* z (+ (* -1/2 y) -1)) (+ (* (neg y) (/ z t)) -1) (/ (log y) z) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (log y) 2))
13.0ms	y	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (+ (* (* z (+ (* -1/2 y) -1)) y) (neg t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (+ (* z y) t) (* (+ (* (neg y) (/ z t)) -1) t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (* (* (neg x) x) (pow (log y) 2)) (- (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) t) (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2))) (* z (+ (* -1/2 y) -1)) (+ (* (neg y) (/ z t)) -1) (/ (log y) z) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (pow (log y) 2))

simplify441.0ms (3.5%)

Memory

23.1MiB live, 407.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1077	25496
1	3785	23439
0	8926	22087

Stop Event

1×	iter limit
1×	node limit

Counts

876 → 872

Calls

Call 1

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

rewrite187.0ms (1.5%)

Memory

-0.4MiB live, 278.8MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	68	479
0	102	471
1	414	423
2	2960	423
0	8570	412

Stop Event

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

Counts

25 → 438

Calls

Call 1

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

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eval274.0ms (2.2%)

Memory: 13.7MiB live, 291.2MiB allocated
Compiler: Compiled 41 899 to 3 394 computations (91.9% saved)

prune106.0ms (0.8%)

Memory

-11.7MiB live, 150.2MiB allocated

Pruning

32 alts after pruning (25 fresh and 7 done)

	Pruned	Kept	Total
New	1 368	11	1 379
Fresh	5	14	19
Picked	3	2	5
Done	0	5	5
Total	1 376	32	1 408

Accuracy

100.0%

Counts

1 408 → 32

Alt Table

Click to see full alt table

Status	Accuracy	Program
	52.5%	(fma.f64 (sqrt.f64 (.f64 x (log.f64 y))) (sqrt.f64 (.f64 x (log.f64 y))) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (neg.f64 t))))
✓	99.8%	(fma.f64 (log.f64 y) x (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t)))
	99.3%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
	87.1%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))
	56.4%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (+ (* (* z (+ (* -1/2 y) -1)) y) (neg t)) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y))))
	46.6%	(pow.f64 (pow.f64 (fma.f64 (log1p.f64 y) z (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/4 binary64)) #s(literal -4 binary64))
	24.2%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 x (log.f64 y))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
✓	44.0%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
	44.4%	(/.f64 #s(literal 1 binary64) #s(approx (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2) (/.f64 #s(literal -1 binary64) t)))
	92.3%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	92.4%	(-.f64 (fma.f64 x (/.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	62.7%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (neg.f64 (log.f64 y)) x (.f64 (log1p.f64 (neg.f64 y)) z)) #s(approx (- (pow ( (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (neg.f64 (pow.f64 (*.f64 x (log.f64 y)) #s(literal 2 binary64)))))) t)
✓	62.7%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) #s(approx (- (pow ( (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (.f64 (.f64 (neg.f64 x) x) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) t)
	62.3%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) #s(approx (- (pow ( (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)) (.f64 (.f64 (neg.f64 x) x) (exp.f64 (*.f64 (log.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64))) #s(literal 1 binary64))))))) t)
	87.9%	(-.f64 #s(approx (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (*.f64 (fma.f64 (log.f64 y) (/.f64 x z) (log1p.f64 (neg.f64 y))) z)) t)
	87.4%	(-.f64 #s(approx (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (*.f64 (fma.f64 x (/.f64 #s(literal 1 binary64) (/.f64 z (log.f64 y))) (log1p.f64 (neg.f64 y))) z)) t)
	87.4%	(-.f64 #s(approx (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (.f64 (fma.f64 x (.f64 (pow.f64 z #s(literal -1 binary64)) (log.f64 y)) (log1p.f64 (neg.f64 y))) z)) t)
	87.0%	(-.f64 #s(approx (/ 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (neg x) (log y))) (- (pow (* (log (+ 1 (neg y))) z) 2) (pow (* (log y) x) 2)))) (.f64 #s(approx (+ ( x (/ (log y) z)) (log (+ 1 (neg y)))) (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y))) z)) t)
	84.8%	#s(approx (/ 1 (pow (pow (+ (* z (log (+ 1 (neg y)))) (+ (* x (log y)) (neg t))) -1/2) 2)) (*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t))
✓	44.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
	53.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z (neg.f64 t)))
	45.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (neg.f64 t)))
	56.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z (neg.f64 t)))
	24.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
✓	44.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	56.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (neg.f64 t))))
✓	56.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
	53.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (fma.f64 (/.f64 (*.f64 z y) t) t t)))))
	36.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 (+.f64 (/.f64 t y) z) y)))))
✓	14.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))
	10.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (.f64 #s(approx (+ ( (neg y) (/ z t)) -1) (*.f64 (neg.f64 y) (/.f64 z t))) t))))
	53.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (.f64 #s(approx (+ ( (neg y) (/ z t)) -1) (neg.f64 (fma.f64 (/.f64 y t) z #s(literal 1 binary64)))) t))))

Compiler

Compiled 1 476 to 699 computations (52.6% saved)

regimes150.0ms (1.2%)

Memory

15.7MiB live, 170.1MiB allocated

Counts

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

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

Calls

6 calls:

38.0ms	z
28.0ms	x
28.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
20.0ms	t
16.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes117.0ms (0.9%)

Memory

14.5MiB live, 124.0MiB allocated

Counts

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

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

Calls

6 calls:

62.0ms	y
13.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
12.0ms	t
9.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms	x

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes89.0ms (0.7%)

Memory

4.6MiB live, 125.5MiB allocated

Counts

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

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

Calls

6 calls:

36.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
12.0ms	t
11.0ms	y
9.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms	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 28 to 39 computations (-39.3% saved)

regimes63.0ms (0.5%)

Memory

-17.7MiB live, 114.2MiB allocated

Counts

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

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

Calls

6 calls:

17.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
10.0ms	y
8.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
8.0ms	z
8.0ms	x

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes149.0ms (1.2%)

Memory

-15.2MiB live, 146.1MiB allocated

Counts

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

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

Calls

6 calls:

103.0ms	x
10.0ms	t
10.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
9.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
8.0ms	z

Results

Accuracy	Segments	Branch
99.3%	1	`x`
99.3%	1	`y`
99.3%	1	`z`
99.3%	1	`t`
99.3%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.3%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes196.0ms (1.6%)

Memory

-5.1MiB live, 72.6MiB allocated

Counts

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

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

Calls

6 calls:

124.0ms	x
42.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
7.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
7.0ms	t
7.0ms	z

Results

Accuracy	Segments	Branch
99.3%	1	`x`
99.3%	1	`y`
99.3%	1	`z`
99.3%	1	`t`
99.3%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.3%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes180.0ms (1.4%)

Memory

-12.1MiB live, 71.2MiB allocated

Counts

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

Outputs

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

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

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

Calls

6 calls:

142.0ms	x
9.0ms	t
7.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
7.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
7.0ms	z

Results

Accuracy	Segments	Branch
94.7%	3	`x`
87.1%	1	`y`
87.1%	1	`z`
87.1%	1	`t`
92.5%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
93.9%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes7.0ms (0.1%)

Memory

13.1MiB live, 13.1MiB allocated

Counts

20 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

1 calls:

6.0ms

Results

Accuracy	Segments	Branch
94.7%	3	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes7.0ms (0.1%)

Memory

12.6MiB live, 12.6MiB allocated

Counts

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

Outputs

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

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

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

Calls

1 calls:

6.0ms

Results

Accuracy	Segments	Branch
94.7%	3	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes40.0ms (0.3%)

Memory

-4.6MiB live, 72.8MiB allocated

Counts

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

Outputs

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

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

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

Calls

6 calls:

9.0ms	t
7.0ms	x
6.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
6.0ms	z

Results

Accuracy	Segments	Branch
65.7%	5	`y`
60.5%	3	`z`
70.6%	3	`t`
62.8%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
81.1%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
82.3%	3	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes50.0ms (0.4%)

Memory

-0.2MiB live, 42.4MiB allocated

Counts

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

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

Calls

6 calls:

24.0ms	t
5.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
5.0ms	x
5.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms	z

Results

Accuracy	Segments	Branch
56.3%	1	`z`
56.3%	1	`y`
56.3%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
56.3%	1	`t`
56.3%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
56.3%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes12.0ms (0.1%)

Memory

13.2MiB live, 13.2MiB allocated

Counts

3 → 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 (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))

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

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

Calls

6 calls:

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	t
2.0ms	y
2.0ms	z

Results

Accuracy	Segments	Branch
56.2%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
56.2%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
56.2%	1	`x`
56.2%	1	`z`
56.2%	1	`y`
56.2%	1	`t`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes70.0ms (0.6%)

Memory

-28.6MiB live, 10.2MiB 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 (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z 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 (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (*.f64 z y)))))

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

Calls

6 calls:

61.0ms	y
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	t

Results

Accuracy	Segments	Branch
48.4%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
44.5%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
44.5%	1	`x`
46.4%	2	`z`
44.5%	1	`y`
51.0%	3	`t`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes4.0ms (0%)

Memory

4.7MiB live, 4.7MiB 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	z
1.0ms	t

Results

Accuracy	Segments	Branch
44.5%	1	`z`
44.5%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
44.5%	1	`t`

Compiler

Compiled 15 to 20 computations (-33.3% saved)

bsearch75.0ms (0.6%)

Memory

14.0MiB live, 50.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
37.0ms	1.2561081309447965e-95	4.683121707760343e-87
33.0ms	-5.145612937187043e-140	-2.068730832617137e-145

Samples

44.0ms	112×	1	valid
15.0ms	176×	0	valid

Compiler

Compiled 286 to 361 computations (-26.2% saved)

Precisions

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

ival-log: 34.0ms (69.6% of total)

ival-mult: 6.0ms (12.3% of total)

ival-sub: 4.0ms (8.2% of total)

adjust: 3.0ms (6.1% of total)

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

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

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

exact: 0.0ms (0% of total)

bsearch3.0ms (0%)

Memory

5.0MiB live, 5.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	1.2561081309447965e-95	4.683121707760343e-87
1.0ms	-5.145612937187043e-140	-2.068730832617137e-145

Compiler

Compiled 358 to 415 computations (-15.9% saved)

bsearch3.0ms (0%)

Memory

4.8MiB live, 4.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	1.2561081309447965e-95	4.683121707760343e-87
1.0ms	-5.145612937187043e-140	-2.068730832617137e-145

Compiler

Compiled 358 to 415 computations (-15.9% saved)

bsearch127.0ms (1%)

Memory

-36.6MiB live, 51.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
64.0ms	7.657788100019325e+133	2.6424842983922625e+138
59.0ms	-9.859432280919761e-11	-1.634448424515308e-11

Samples

59.0ms	65×	1	valid
14.0ms	159×	0	valid

Compiler

Compiled 254 to 313 computations (-23.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 27.0ms

ival-log: 17.0ms (62.5% of total)

ival-mult: 4.0ms (14.7% of total)

ival-sub: 3.0ms (11% of total)

adjust: 2.0ms (7.4% of total)

ival-add: 1.0ms (3.7% of total)

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

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

exact: 0.0ms (0% of total)

bsearch75.0ms (0.6%)

Memory

-0.5MiB live, 36.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
27.0ms	6.532770356872771e-105	2.1790844840809383e-103
31.0ms	-1.3444700129794953e-98	-1.7485730224155601e-103

Samples

32.0ms	89×	1	valid
15.0ms	167×	0	valid

Compiler

Compiled 176 to 291 computations (-65.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 38.0ms

ival-log: 26.0ms (68.7% of total)

ival-mult: 5.0ms (13.2% of total)

ival-sub: 3.0ms (7.9% of total)

adjust: 2.0ms (5.3% of total)

ival-add: 2.0ms (5.3% of total)

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

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

exact: 0.0ms (0% of total)

simplify25.0ms (0.2%)

Memory

31.6MiB live, 31.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	86	584
1	104	584
2	115	584
3	119	584

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (.f64 (log.f64 y) x))) t)
(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(if (<=.f64 x #s(literal -8435463364768493/878694100496718043517683302282418331810487718418343092402491322775749527474899974671687634004666183037093927858109549828751614463963730408009475621262727315456 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 6054836346213789/18347988927920572092886567162416695526372519913346248989900710715095383008707878464560148424881005492436992 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -8435463364768493/878694100496718043517683302282418331810487718418343092402491322775749527474899974671687634004666183037093927858109549828751614463963730408009475621262727315456 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 6054836346213789/18347988927920572092886567162416695526372519913346248989900710715095383008707878464560148424881005492436992 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t)))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -8435463364768493/878694100496718043517683302282418331810487718418343092402491322775749527474899974671687634004666183037093927858109549828751614463963730408009475621262727315456 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 6054836346213789/18347988927920572092886567162416695526372519913346248989900710715095383008707878464560148424881005492436992 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t)))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -3791191370311477/38685626227668133590597632 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 78000000000000002752082802666893742648111019111271837981776249469337500609366591197304864742704776293284406177587315043532441202458624 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t)))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -349692804993001/9850501549098619803069760025035903451269934817616361666987073351061430442874302652853566563721228910201656997576704 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 6657362966942811/40347654345107946713373737062547060536401653012956617387979052445947619094013143666088208645002153616185987062074179584 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (.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))

Outputs
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x (fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t))))
(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (neg.f64 t))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (.f64 (log.f64 y) x))) t)
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (.f64 x (log.f64 y)))) t)
(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 x #s(literal -8435463364768493/878694100496718043517683302282418331810487718418343092402491322775749527474899974671687634004666183037093927858109549828751614463963730408009475621262727315456 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 6054836346213789/18347988927920572092886567162416695526372519913346248989900710715095383008707878464560148424881005492436992 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -8435463364768493/878694100496718043517683302282418331810487718418343092402491322775749527474899974671687634004666183037093927858109549828751614463963730408009475621262727315456 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 6054836346213789/18347988927920572092886567162416695526372519913346248989900710715095383008707878464560148424881005492436992 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -8435463364768493/878694100496718043517683302282418331810487718418343092402491322775749527474899974671687634004666183037093927858109549828751614463963730408009475621262727315456 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 6054836346213789/18347988927920572092886567162416695526372519913346248989900710715095383008707878464560148424881005492436992 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t)))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -8435463364768493/878694100496718043517683302282418331810487718418343092402491322775749527474899974671687634004666183037093927858109549828751614463963730408009475621262727315456 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 6054836346213789/18347988927920572092886567162416695526372519913346248989900710715095383008707878464560148424881005492436992 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) 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 -8435463364768493/878694100496718043517683302282418331810487718418343092402491322775749527474899974671687634004666183037093927858109549828751614463963730408009475621262727315456 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 6054836346213789/18347988927920572092886567162416695526372519913346248989900710715095383008707878464560148424881005492436992 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t)))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -8435463364768493/878694100496718043517683302282418331810487718418343092402491322775749527474899974671687634004666183037093927858109549828751614463963730408009475621262727315456 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 6054836346213789/18347988927920572092886567162416695526372519913346248989900710715095383008707878464560148424881005492436992 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) 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 -3791191370311477/38685626227668133590597632 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 78000000000000002752082802666893742648111019111271837981776249469337500609366591197304864742704776293284406177587315043532441202458624 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t)))) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (<=.f64 x #s(literal -3791191370311477/38685626227668133590597632 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 78000000000000002752082802666893742648111019111271837981776249469337500609366591197304864742704776293284406177587315043532441202458624 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (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) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) z) y (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -349692804993001/9850501549098619803069760025035903451269934817616361666987073351061430442874302652853566563721228910201656997576704 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 6657362966942811/40347654345107946713373737062547060536401653012956617387979052445947619094013143666088208645002153616185987062074179584 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 #s(approx (+ (* z y) t) (.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))

soundness1.1s (8.4%)

Memory

3.2MiB live, 763.8MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	192	1688
1	585	1578
2	1784	1526
3	5194	1494
0	8309	1337
0	906	16138
1	2802	15211
0	8322	13985
0	1288	19794
1	4462	18350
0	8125	17315
0	12	38
0	19	38
1	67	38
2	506	38
3	6739	38
0	8211	32

Stop Event

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

Compiler

Compiled 561 to 390 computations (30.5% saved)

preprocess199.0ms (1.6%)

Memory: -1.4MiB live, 192.8MiB allocated
Compiler: Compiled 588 to 206 computations (65% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

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

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

start0.0ms (0%)

analyze85.0ms (0.7%)

sample2.4s (19%)

explain418.0ms (3.3%)

preprocess159.0ms (1.3%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify20.0ms (0.2%)

localize103.0ms (0.8%)

series184.0ms (1.5%)

simplify177.0ms (1.4%)

rewrite175.0ms (1.4%)

eval101.0ms (0.8%)

prune24.0ms (0.2%)

simplify152.0ms (1.2%)

localize196.0ms (1.6%)

series299.0ms (2.4%)

simplify294.0ms (2.3%)

rewrite368.0ms (2.9%)

eval853.0ms (6.8%)

prune78.0ms (0.6%)

simplify201.0ms (1.6%)

localize567.0ms (4.5%)

series178.0ms (1.4%)

simplify249.0ms (2%)

rewrite427.0ms (3.4%)

eval441.0ms (3.5%)

prune122.0ms (1%)

simplify131.0ms (1%)

localize287.0ms (2.3%)

series217.0ms (1.7%)

simplify441.0ms (3.5%)

rewrite187.0ms (1.5%)

eval274.0ms (2.2%)

prune106.0ms (0.8%)

regimes150.0ms (1.2%)

regimes117.0ms (0.9%)

regimes89.0ms (0.7%)

regimes63.0ms (0.5%)

regimes149.0ms (1.2%)

regimes196.0ms (1.6%)

regimes180.0ms (1.4%)

regimes7.0ms (0.1%)

regimes7.0ms (0.1%)

regimes40.0ms (0.3%)

regimes50.0ms (0.4%)

regimes12.0ms (0.1%)

regimes70.0ms (0.6%)

regimes4.0ms (0%)

bsearch75.0ms (0.6%)

bsearch3.0ms (0%)

bsearch3.0ms (0%)

bsearch127.0ms (1%)

bsearch75.0ms (0.6%)

simplify25.0ms (0.2%)

soundness1.1s (8.4%)

preprocess199.0ms (1.6%)

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