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

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze74.0ms (0.6%)

Memory

26.2MiB live, 103.7MiB allocated

Algorithm

1×

Search

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

Compiler

Compiled 15 to 14 computations (6.7% saved)

sample2.8s (21.8%)

Memory

-161.9MiB live, 2 979.9MiB allocated

Samples

1.6s	2 478×	1	valid
580.0ms	5 778×	0	valid
0.0ms	2×	0	invalid

Precisions

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

ival-log: 1.0s (54.5% of total)

ival-mult: 545.0ms (29.6% of total)

ival-sub: 155.0ms (8.4% of total)

adjust: 71.0ms (3.9% of total)

ival-add: 50.0ms (2.7% of total)

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

exact: 6.0ms (0.3% of total)

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

Bogosity

explain629.0ms (4.8%)

Memory

-10.7MiB live, 528.3MiB 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	2

Confusion

	Predicted +	Predicted -
+	36	0
-	216	4

Precision

0.14285714285714285

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	36	0	0
-	216	2	2

Precision?

0.14173228346456693

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

399.0ms	374×	1	valid
91.0ms	108×	2	valid
4.0ms	30×	0	valid

Compiler

Compiled 113 to 40 computations (64.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 457.0ms

ival-log: 384.0ms (84.1% of total)

adjust: 27.0ms (5.9% of total)

ival-mult: 16.0ms (3.5% of total)

ival-add: 16.0ms (3.5% of total)

ival-sub: 13.0ms (2.8% of total)

ival-true: 1.0ms (0.2% of total)

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

exact: 0.0ms (0% of total)

preprocess164.0ms (1.3%)

Memory

10.3MiB live, 90.3MiB 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: 0.4MiB live, 0.4MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune1.0ms (0%)

Memory

1.3MiB live, 1.4MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	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)

simplify22.0ms (0.2%)

Memory

-12.3MiB live, 23.9MiB 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

localize133.0ms (1%)

Memory

15.8MiB live, 218.0MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.01171875	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.27734375	(*.f64 x (log.f64 y))
accuracy	58.187227283514886	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

81.0ms	187×	1	valid
25.0ms	54×	2	valid
1.0ms	15×	0	valid

Compiler

Compiled 50 to 14 computations (72% saved)

Precisions

Click to see histograms. Total time spent on operations: 87.0ms

ival-log: 62.0ms (71.1% of total)

adjust: 8.0ms (9.2% of total)

ival-mult: 7.0ms (8% of total)

ival-sub: 5.0ms (5.7% of total)

ival-add: 5.0ms (5.7% of total)

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

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

exact: 0.0ms (0% of total)

series326.0ms (2.5%)

Memory

-12.7MiB live, 337.8MiB 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
80.0ms	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))))
52.0ms	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))))
50.0ms	y	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
46.0ms	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))))
25.0ms	x	@	inf	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))

simplify195.0ms (1.5%)

Memory

28.8MiB live, 345.8MiB 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)

rewrite331.0ms (2.5%)

Memory

-13.7MiB live, 261.5MiB 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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eval53.0ms (0.4%)

Memory: -9.1MiB live, 109.4MiB allocated
Compiler: Compiled 11 810 to 1 193 computations (89.9% saved)

prune20.0ms (0.2%)

Memory

5.9MiB live, 43.5MiB allocated

Pruning

13 alts after pruning (13 fresh and 0 done)

	Pruned	Kept	Total
New	371	13	384
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	372	13	385

Accuracy

99.9%

Counts

385 → 13

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)))
	94.1%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	69.0%	(-.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)
▶	99.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
	56.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
▶	86.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
▶	99.6%	(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64))))
	48.9%	(.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)))))
	30.4%	(.f64 (neg.f64 (-.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))))))
	99.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
	14.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	44.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
▶	44.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 476 to 332 computations (30.3% saved)

simplify282.0ms (2.2%)

Memory

-11.5MiB live, 240.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t))
cost-diff	6080	(*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64)))
cost-diff	28416	(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64))))
cost-diff	0	(neg.f64 y)
cost-diff	0	(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x)))
cost-diff	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
cost-diff	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
cost-diff	0	(neg.f64 t)
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	33	272
0	53	242
1	95	242
2	207	240
3	1030	240
4	3587	240
0	8798	236

Stop Event

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

Calls

Call 1

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

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

localize150.0ms (1.1%)

Memory

14.8MiB live, 207.7MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.13671875	(fma.f64 (log.f64 y) x t)
accuracy	0.140625	(fma.f64 (log.f64 y) x (neg.f64 t))
accuracy	0.16796875	(pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64))
accuracy	0.23828125	(*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64)))
accuracy	0.00390625	(fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))
accuracy	0.0078125	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
accuracy	0.27734375	(*.f64 (log.f64 y) x)
accuracy	0.5617696593556827	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x)))
accuracy	0	(log.f64 y)
accuracy	0.0078125	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
accuracy	0.27734375	(*.f64 (log.f64 y) x)
accuracy	17.42929028111701	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
accuracy	0	(neg.f64 t)
accuracy	35.732574156282	#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	0.0078125	(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
accuracy	0.1328125	(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))

Samples

82.0ms	108×	1	valid
34.0ms	148×	0	valid

Compiler

Compiled 289 to 31 computations (89.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 91.0ms

ival-log: 33.0ms (36.4% of total)

ival-add: 20.0ms (22.1% of total)

ival-mult: 15.0ms (16.5% of total)

adjust: 8.0ms (8.8% of total)

ival-pow: 6.0ms (6.6% of total)

ival-sub: 4.0ms (4.4% of total)

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

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

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

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

exact: 0.0ms (0% of total)

series142.0ms (1.1%)

Memory

20.8MiB live, 253.5MiB allocated

Counts

19 → 672

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
19.0ms	y	@	inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (+ (* (log y) x) (neg t)) (+ (* (log y) x) t))
15.0ms	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) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (+ (* (log y) x) (neg t)) (+ (* (log y) x) t))
14.0ms	y	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (+ (* (log y) x) (neg t)) (+ (* (log y) x) t))
12.0ms	x	@	inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (+ (* (log y) x) (neg t)) (+ (* (log y) x) t))
12.0ms	x	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (+ (* (log y) x) (neg t)) (+ (* (log y) x) t))

simplify250.0ms (1.9%)

Memory

7.3MiB live, 322.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	953	14416
1	3197	13343
0	8134	12060

Stop Event

1×	iter limit
1×	node limit

Counts

672 → 667

Calls

Call 1

Inputs
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* z (log (- 1 y)))
(+ (* -1 t) (* z (log (- 1 y))))
(+ (* -1 t) (* z (log (- 1 y))))
(+ (* -1 t) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
1
(+ 1 (* -2 (/ t (+ (* x (log y)) (* z (log (- 1 y)))))))
(+ 1 (* t (- (* 2 (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))) (* 2 (/ 1 (+ (* x (log y)) (* z (log (- 1 y)))))))))
(+ 1 (* t (- (* t (+ (* -2 (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3))) (* 2 (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))))) (* 2 (/ 1 (+ (* x (log y)) (* z (log (- 1 y)))))))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ t (+ (* x (log y)) (* z (log (- 1 y)))))
(+ t (+ (* x (log y)) (* z (log (- 1 y)))))
(+ t (+ (* x (log y)) (* z (log (- 1 y)))))
(/ 1 (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(+ (* t (- (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)) (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(+ (* t (- (* t (+ (* -1 (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 4))) (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)))) (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(* x (log y))
(+ (* -1 t) (* x (log y)))
(+ (* -1 t) (* x (log y)))
(+ (* -1 t) (* x (log y)))
(* x (log y))
(+ t (* x (log y)))
(+ t (* x (log y)))
(+ 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)
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ t x)))))
(*.f64 (neg.f64 x) (neg.f64 (+.f64 (/.f64 t x) (log.f64 y))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ t x)))))
(*.f64 (neg.f64 x) (neg.f64 (+.f64 (/.f64 t x) (log.f64 y))))

rewrite194.0ms (1.5%)

Memory

-7.4MiB live, 269.3MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	33	223
0	53	193
1	249	191
2	2096	191
0	8801	174

Stop Event

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

Counts

19 → 836

Calls

Call 1

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

Outputs
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eval418.0ms (3.2%)

Memory: 9.5MiB live, 434.8MiB allocated
Compiler: Compiled 80 192 to 4 556 computations (94.3% saved)

prune175.0ms (1.3%)

Memory

-9.9MiB live, 116.3MiB allocated

Pruning

15 alts after pruning (13 fresh and 2 done)

	Pruned	Kept	Total
New	2 055	9	2 064
Fresh	4	4	8
Picked	3	2	5
Done	0	0	0
Total	2 062	15	2 077

Accuracy

100.0%

Counts

2 077 → 15

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.0%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
	86.8%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))
	24.5%	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))
	94.1%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
✓	99.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
	87.3%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
	56.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
▶	86.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (-.f64 (/.f64 (.f64 (log.f64 y) x) z) y) z))) t)
▶	55.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
▶	44.6%	(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))))
	21.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	87.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t))
▶	14.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	44.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
✓	44.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 412 to 324 computations (21.4% saved)

simplify200.0ms (1.5%)

Memory

3.0MiB live, 113.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	55	423
0	82	415
1	140	409
2	264	409
3	1060	409
4	4872	409
5	6708	401
0	8058	397

Stop Event

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

Calls

Call 1

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

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

localize218.0ms (1.7%)

Memory

19.7MiB live, 182.8MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.23828125	(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #s(approx (pow (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))))
accuracy	0.27734375	(*.f64 (log.f64 y) x)
accuracy	0.328125	(/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x))
accuracy	35.35488203722448	#s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))
accuracy	0.16015625	(/.f64 (*.f64 (log.f64 y) x) z)
accuracy	0.27734375	(*.f64 (log.f64 y) x)
accuracy	0.5617696593556827	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (-.f64 (/.f64 (.f64 (log.f64 y) x) z) y) z)))
accuracy	8.121746754131372	(.f64 (-.f64 (/.f64 (.f64 (log.f64 y) x) z) y) z)
accuracy	0	(neg.f64 y)
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0.0078125	(*.f64 (log1p.f64 (neg.f64 y)) z)
accuracy	55.05092925044315	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
accuracy	0	(neg.f64 z)
accuracy	0.0078125	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
accuracy	0.5617696593556827	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y)))
accuracy	45.48312048540645	#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))
accuracy	0	(neg.f64 (fma.f64 z y t))
accuracy	0	(log.f64 y)
accuracy	0.1328125	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
accuracy	0.6557899983838644	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t)))

Samples

117.0ms	108×	1	valid
49.0ms	148×	0	valid

Compiler

Compiled 345 to 40 computations (88.4% saved)

Precisions

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

adjust: 39.0ms (29.9% of total)

ival-log: 28.0ms (21.4% of total)

ival-mult: 21.0ms (16.1% of total)

ival-add: 13.0ms (10% of total)

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

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

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

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

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

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

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

exact: 0.0ms (0% of total)

series286.0ms (2.2%)

Memory

-5.5MiB live, 237.1MiB allocated

Counts

24 → 816

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
67.0ms	z	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (- (/ (* (log y) x) z) y) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (neg z) (* (log y) x) (/ (* (log y) x) z) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/ 1 (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)))
45.0ms	z	@	0	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (- (/ (* (log y) x) z) y) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (neg z) (* (log y) x) (/ (* (log y) x) z) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/ 1 (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)))
42.0ms	z	@	inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (- (/ (* (log y) x) z) y) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (neg z) (* (log y) x) (/ (* (log y) x) z) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/ 1 (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)))
30.0ms	x	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (- (/ (* (log y) x) z) y) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (neg z) (* (log y) x) (/ (* (log y) x) z) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/ 1 (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)))
15.0ms	y	@	-inf	((+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (log y) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (- (/ (* (log y) x) z) y) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (neg z) (* (log y) x) (/ (* (log y) x) z) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/ 1 (* (log y) x)) (* (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1)))

simplify396.0ms (3%)

Memory

-14.7MiB live, 287.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	959	15573
1	3222	14418
0	8189	13126

Stop Event

1×	iter limit
1×	node limit

Counts

816 → 814

Calls

Call 1

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

Outputs
(+ (* x (log y)) (* z (log (- 1 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
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(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(* z (log (- 1 y)))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(+ (* -1 t) (* z (log (- 1 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
(+ (* -1 t) (* z (log (- 1 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
(+ (* -1 t) (* z (log (- 1 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))
(* -1 (* y z))
(*.f64 (neg.f64 y) z)
(- (* -1 t) (* y z))
(neg.f64 (+.f64 t (*.f64 z y)))
(- (* -1 t) (* y z))
(neg.f64 (+.f64 t (*.f64 z y)))
(- (* -1 t) (* y z))
(neg.f64 (+.f64 t (*.f64 z y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
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(+ (* x (log y)) (* z (log (- 1 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
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(+ (* x (log y)) (* z (log (- 1 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
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(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
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(+ (* x (log y)) (* z (log (- 1 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
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(+ (* x (log y)) (* z (log (- 1 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
(+ t (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t))
(+ t (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t))
(+ t (+ (* x (log y)) (* z (log (- 1 y)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t))
(/ 1 (+ (* x (log y)) (* z (log (- 1 y)))))
(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))
(+ (* -1 (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(-.f64 (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x))) (/.f64 t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64))))
(+ (* t (- (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)) (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(fma.f64 (-.f64 (/.f64 t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 3 binary64))) (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)))) t (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))))
(+ (* t (- (* t (+ (* -1 (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 4))) (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)))) (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(fma.f64 (fma.f64 (-.f64 (/.f64 #s(literal 1 binary64) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 3 binary64))) (/.f64 t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 4 binary64)))) t (/.f64 #s(literal -1 binary64) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)))) t (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x))))
1
#s(literal 1 binary64)
(+ 1 (* -2 (/ t (+ (* x (log y)) (* z (log (- 1 y)))))))
(fma.f64 (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))) #s(literal -2 binary64) #s(literal 1 binary64))
(+ 1 (* t (- (* 2 (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))) (* 2 (/ 1 (+ (* x (log y)) (* z (log (- 1 y)))))))))
(fma.f64 (fma.f64 (/.f64 t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64))) #s(literal 2 binary64) (/.f64 #s(literal -2 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)))) t #s(literal 1 binary64))
(+ 1 (* t (- (* t (+ (* -2 (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3))) (* 2 (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))))) (* 2 (/ 1 (+ (* x (log y)) (* z (log (- 1 y)))))))))
(fma.f64 (fma.f64 (fma.f64 #s(literal -2 binary64) (/.f64 t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 3 binary64))) (/.f64 #s(literal 2 binary64) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)))) t (/.f64 #s(literal -2 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)))) t #s(literal 1 binary64))
(* -1 t)
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(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* -1 t)
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(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64)) t)
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(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64)) t)
(* t (- (/ (* z (log (- 1 y))) t) 1))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64)) t)
(* -1 t)
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(* t (- (* -1 (/ (* y z) t)) 1))
(*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t)
(* t (- (* -1 (/ (* y z) t)) 1))
(*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t)
(* t (- (* -1 (/ (* y z) t)) 1))
(*.f64 (fma.f64 (neg.f64 y) (/.f64 z t) #s(literal -1 binary64)) t)
(* -1 t)
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(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* -1 t)
(neg.f64 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* -1 t)
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(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
(* -1 t)
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(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t)
t
(* t (+ 1 (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t))))
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(/ 1 t)
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(/ (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t))) t)
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(/ (- (+ 1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2))) (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t))) t)
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(/ (- (+ 1 (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (+ (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2))) (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)))) t)
(/.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)) (neg.f64 (*.f64 t t)))))) t)
-1
#s(literal -1 binary64)
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(- (+ (* -1 (/ (* (+ (* x (log y)) (* z (log (- 1 y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) (* -1 (+ (* x (log y)) (* z (log (- 1 y))))))) (pow t 2))) (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t))) (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t))))
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(/ (* x (log y)) z)
(/.f64 (*.f64 (log.f64 y) x) z)
(/ 1 (* x (log y)))
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rewrite554.0ms (4.3%)

Memory

4.0MiB live, 234.2MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	55	356
0	82	348
1	326	336
2	2475	336
0	8410	331

Stop Event

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

Counts

24 → 422

Calls

Call 1

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

Outputs
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eval303.0ms (2.3%)

Memory: 3.7MiB live, 349.3MiB allocated
Compiler: Compiled 39 950 to 3 262 computations (91.8% saved)

prune72.0ms (0.6%)

Memory

17.0MiB live, 181.7MiB allocated

Pruning

23 alts after pruning (19 fresh and 4 done)

	Pruned	Kept	Total
New	1 434	12	1 446
Fresh	1	7	8
Picked	3	2	5
Done	0	2	2
Total	1 438	23	1 461

Accuracy

100.0%

Counts

1 461 → 23

Alt Table

Click to see full alt table

Status	Accuracy	Program
	86.8%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))
▶	55.9%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
	24.5%	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))
▶	94.1%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
✓	99.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
	56.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
	40.2%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
	86.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (-.f64 (.f64 (/.f64 x z) (log.f64 y)) y) z))) t)
	86.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (-.f64 (.f64 x (/.f64 (log.f64 y) z)) y) z))) t)
✓	55.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
	85.2%	(.f64 #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (.f64 (log.f64 y) x)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))))
	21.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	87.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t))
✓	14.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	3.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
▶	44.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
	13.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
	13.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.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))
	13.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
▶	13.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
✓	44.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	13.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
▶	13.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))

Compiler

Compiled 588 to 503 computations (14.5% saved)

simplify179.0ms (1.4%)

Memory

-6.2MiB live, 151.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	397
0	82	392
1	155	392
2	300	389
3	763	389
4	1969	389
5	4459	389
6	6066	389
7	7172	389
8	7900	389
0	8260	379

Stop Event

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

Calls

Call 1

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

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

localize348.0ms (2.7%)

Memory

-4.7MiB live, 405.5MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0	(log.f64 y)
accuracy	0.1328125	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
accuracy	0.6557899983838644	#s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z)))
accuracy	46.047000803736886	#s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))
accuracy	0	(log.f64 y)
accuracy	0.27734375	(*.f64 (log.f64 y) x)
accuracy	35.326457025463306	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
accuracy	0.01171875	(.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)
accuracy	0.01953125	(*.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)))
accuracy	0.6727884982257922	#s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y))
accuracy	55.05092925044315	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
accuracy	0	(neg.f64 y)
accuracy	0.0078125	(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
accuracy	1.6152031198560537	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
accuracy	55.05092925044315	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
accuracy	0.27734375	(*.f64 (log.f64 y) x)
accuracy	0.4575541606133204	(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)))))
accuracy	0.502285009768442	(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy	5.666277412601906	(/.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)))

Samples

224.0ms	191×	0	valid
54.0ms	64×	1	valid
1.0ms	1×	2	valid

Compiler

Compiled 375 to 46 computations (87.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 253.0ms

ival-add: 122.0ms (48.3% of total)

ival-log: 50.0ms (19.8% of total)

ival-mult: 40.0ms (15.8% of total)

ival-div: 9.0ms (3.6% of total)

ival-pow2: 7.0ms (2.8% of total)

ival-sub: 6.0ms (2.4% of total)

adjust: 6.0ms (2.4% of total)

ival-neg: 6.0ms (2.4% of total)

const: 4.0ms (1.6% of total)

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

exact: 1.0ms (0.4% of total)

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

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

series255.0ms (2%)

Memory

10.2MiB live, 401.4MiB allocated

Counts

21 → 636

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
40.0ms	x	@	inf	((neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (* (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log y) x) (log y) (+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* z (+ (* -1/3 y) -1/2)))
23.0ms	y	@	inf	((neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (* (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log y) x) (log y) (+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* z (+ (* -1/3 y) -1/2)))
20.0ms	z	@	0	((neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (* (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log y) x) (log y) (+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* z (+ (* -1/3 y) -1/2)))
19.0ms	y	@	-inf	((neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (* (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log y) x) (log y) (+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* z (+ (* -1/3 y) -1/2)))
16.0ms	x	@	0	((neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* (pow (log y) 2) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log (+ 1 (neg y))) z) (* (+ (* (* z (+ (* -1/3 y) -1/2)) y) (neg z)) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* (log y) x) (log y) (+ (* (log y) x) (+ (* (log (+ 1 (neg y))) z) (neg t))) (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg (+ (* z y) t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* z (+ (* -1/3 y) -1/2)))

simplify362.0ms (2.8%)

Memory

-8.2MiB live, 349.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	942	20086
1	3377	17813
0	8226	16799

Stop Event

1×	iter limit
1×	node limit

Counts

636 → 636

Calls

Call 1

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

rewrite192.0ms (1.5%)

Memory

32.4MiB live, 376.5MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	53	320
0	82	315
1	327	259
2	2435	259
0	8837	251

Stop Event

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

Counts

21 → 721

Calls

Call 1

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

Outputs
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eval611.0ms (4.7%)

Memory: -31.3MiB live, 571.1MiB allocated
Compiler: Compiled 74 118 to 4 344 computations (94.1% saved)

prune68.0ms (0.5%)

Memory

34.3MiB live, 149.0MiB allocated

Pruning

30 alts after pruning (22 fresh and 8 done)

	Pruned	Kept	Total
New	1 583	10	1 593
Fresh	2	12	14
Picked	1	4	5
Done	0	4	4
Total	1 586	30	1 616

Accuracy

100.0%

Counts

1 616 → 30

Alt Table

Click to see full alt table

Status	Accuracy	Program
	86.8%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t)))
✓	55.9%	(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
	58.3%	(/.f64 (fma.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y)))) #s(literal 2 binary64)) (.f64 t t)) (/.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) x) (.f64 (fma.f64 #s(literal -1 binary64) (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y)))) t) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x))) (.f64 (fma.f64 #s(literal -1 binary64) (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y)))) t) (/.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) x)))
	24.5%	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))
	98.5%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
	56.5%	(-.f64 #s(approx (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
✓	99.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
	40.2%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
	86.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (-.f64 (.f64 (/.f64 x z) (log.f64 y)) y) z))) t)
	86.5%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (-.f64 (.f64 x (/.f64 (log.f64 y) z)) y) z))) t)
✓	55.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
	85.2%	(.f64 #s(approx (+ ( (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) (.f64 (log.f64 y) x)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) #s(approx (pow (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)) -1) (/.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) x)))))
	21.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	87.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))) t))
✓	14.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	3.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
✓	44.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
	9.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
	13.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
	13.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
✓	13.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
✓	44.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	13.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (fma.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y) y (*.f64 (neg.f64 z) y))))
	13.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
✓	13.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
	8.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 #s(approx ( z (+ (* -1/3 y) -1/2)) (.f64 (fma.f64 (/.f64 z y) #s(literal -1/2 binary64) (.f64 #s(literal -1/3 binary64) z)) y)) y (neg.f64 z)) y)))
	13.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 #s(approx ( z (+ (* -1/3 y) -1/2)) (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
	13.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 #s(approx (+ ( (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)))
	6.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 #s(approx (+ ( (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (.f64 (fma.f64 #s(literal -1/3 binary64) z (/.f64 (fma.f64 #s(literal 1/2 binary64) z (/.f64 z y)) (neg.f64 y))) (.f64 y y))) y)))
	2.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 #s(approx (+ ( (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (.f64 (.f64 (*.f64 y y) z) #s(literal -1/3 binary64))) y)))

Compiler

Compiled 1 285 to 623 computations (51.5% saved)

regimes127.0ms (1%)

Memory

-26.8MiB live, 110.2MiB allocated

Counts

45 → 1

Calls

Call 1

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

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

Calls

6 calls:

48.0ms	y
21.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
17.0ms	t
13.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
13.0ms	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)

regimes115.0ms (0.9%)

Memory

-3.2MiB live, 77.2MiB allocated

Counts

31 → 1

Calls

Call 1

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

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:

42.0ms	y
34.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
9.0ms	x
9.0ms	t

Results

Accuracy	Segments	Branch
99.0%	1	`x`
99.0%	1	`y`
99.0%	1	`z`
99.0%	1	`t`
99.0%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.0%	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)

regimes61.0ms (0.5%)

Memory

15.2MiB live, 87.6MiB 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) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 #s(approx ( z (+ (* -1/3 y) -1/2)) (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 #s(approx (+ ( (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (.f64 (.f64 (*.f64 y y) z) #s(literal -1/3 binary64))) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 #s(approx (+ ( (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.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))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (fma.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y) y (*.f64 (neg.f64 z) y))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 #s(approx ( z (+ (* -1/3 y) -1/2)) (.f64 (fma.f64 (/.f64 z y) #s(literal -1/2 binary64) (.f64 #s(literal -1/3 binary64) z)) y)) y (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 #s(approx (+ ( (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (.f64 (fma.f64 #s(literal -1/3 binary64) z (/.f64 (fma.f64 #s(literal 1/2 binary64) z (/.f64 z y)) (neg.f64 y))) (.f64 y y))) y)))
#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) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) 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)))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (* (pow (log y) 2) x) (/ x (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))

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

Calls

6 calls:

16.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
11.0ms	y
8.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
8.0ms	t
8.0ms	z

Results

Accuracy	Segments	Branch
99.0%	1	`x`
99.0%	1	`y`
99.0%	1	`z`
99.0%	1	`t`
99.0%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.0%	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)

regimes126.0ms (1%)

Memory

-24.6MiB live, 63.7MiB allocated

Counts

25 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

49.0ms	x
45.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
8.0ms	t
8.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
8.0ms	z

Results

Accuracy	Segments	Branch
93.3%	3	`x`
86.8%	1	`y`
91.3%	3	`z`
93.9%	3	`t`
90.7%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
91.7%	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)

regimes43.0ms (0.3%)

Memory

-2.8MiB live, 34.3MiB allocated

Counts

24 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

2 calls:

34.0ms	x
7.0ms	t

Results

Accuracy	Segments	Branch
93.3%	3	`x`
86.8%	1	`t`

Compiler

Compiled 2 to 8 computations (-300% saved)

regimes8.0ms (0.1%)

Memory

22.3MiB live, 22.3MiB 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) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 #s(approx ( z (+ (* -1/3 y) -1/2)) (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 #s(approx (+ ( (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (.f64 (.f64 (*.f64 y y) z) #s(literal -1/3 binary64))) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 #s(approx (+ ( (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (*.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.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))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (fma.f64 (.f64 (.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) z) y) y (*.f64 (neg.f64 z) y))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (fma.f64 (.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 #s(approx ( z (+ (* -1/3 y) -1/2)) (.f64 (fma.f64 (/.f64 z y) #s(literal -1/2 binary64) (.f64 #s(literal -1/3 binary64) z)) y)) y (neg.f64 z)) y)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (* (log (+ 1 (neg y))) z) (.f64 #s(approx (+ ( (* z (+ (* -1/3 y) -1/2)) y) (neg z)) (.f64 (fma.f64 #s(literal -1/3 binary64) z (/.f64 (fma.f64 #s(literal 1/2 binary64) z (/.f64 z y)) (neg.f64 y))) (.f64 y y))) y)))
#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) (*.f64 (log1p.f64 (neg.f64 y)) z))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) 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)))

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

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

Calls

1 calls:

7.0ms

Results

Accuracy	Segments	Branch
92.8%	3	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes10.0ms (0.1%)

Memory

-14.1MiB live, 23.5MiB allocated

Counts

21 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

1 calls:

9.0ms

Results

Accuracy	Segments	Branch
92.8%	3	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes47.0ms (0.4%)

Memory

17.7MiB live, 98.5MiB allocated

Counts

20 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

11.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	x
6.0ms	t
6.0ms	y

Results

Accuracy	Segments	Branch
58.0%	2	`y`
74.4%	3	`t`
63.4%	4	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
60.4%	3	`z`
80.0%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
81.0%	3	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes40.0ms (0.3%)

Memory

-14.8MiB live, 98.4MiB allocated

Counts

17 → 1

Calls

Call 1

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

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

Calls

6 calls:

8.0ms	t
7.0ms	x
7.0ms	y
6.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

Accuracy	Segments	Branch
55.7%	1	`y`
55.7%	1	`z`
55.7%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
55.7%	1	`t`
55.7%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
55.7%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes10.0ms (0.1%)

Memory

29.3MiB live, 29.3MiB allocated

Counts

2 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

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	x
2.0ms	z

Results

Accuracy	Segments	Branch
44.2%	1	`y`
48.1%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
44.2%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
45.8%	2	`z`
51.0%	3	`t`
44.2%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes10.0ms (0.1%)

Memory

-46.8MiB live, 8.4MiB 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:

7.0ms	t
1.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
1.0ms	z

Results

Accuracy	Segments	Branch
44.2%	1	`z`
44.2%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
44.2%	1	`t`

Compiler

Compiled 15 to 20 computations (-33.3% saved)

bsearch79.0ms (0.6%)

Memory

18.4MiB live, 129.3MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
37.0ms	1.0465139965567326e-64	2.784035688898993e-57
38.0ms	-1.3870479697695988e-124	-2.065787505353642e-137

Samples

45.0ms	113×	1	valid
17.0ms	191×	0	valid

Compiler

Compiled 339 to 399 computations (-17.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 51.0ms

ival-log: 36.0ms (70.3% of total)

ival-mult: 6.0ms (11.7% of total)

ival-sub: 4.0ms (7.8% of total)

adjust: 3.0ms (5.9% of total)

ival-add: 2.0ms (3.9% of total)

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

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

exact: 0.0ms (0% of total)

bsearch74.0ms (0.6%)

Memory

25.9MiB live, 177.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
27.0ms	1.2025416951986734e-82	1.1156790980191293e-80
43.0ms	-1.1566465221949574e-41	-4.3701154268902073e-51

Samples

43.0ms	103×	1	valid
16.0ms	153×	0	valid

Compiler

Compiled 256 to 323 computations (-26.2% saved)

Precisions

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

ival-log: 28.0ms (55.9% of total)

ival-mult: 10.0ms (20% of total)

ival-sub: 6.0ms (12% of total)

adjust: 3.0ms (6% of total)

ival-add: 2.0ms (4% of total)

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

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

exact: 0.0ms (0% of total)

bsearch2.0ms (0%)

Memory

2.0MiB live, 2.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	1.2025416951986734e-82	1.1156790980191293e-80
1.0ms	-1.1566465221949574e-41	-4.3701154268902073e-51

Compiler

Compiled 256 to 323 computations (-26.2% saved)

bsearch2.0ms (0%)

Memory

2.0MiB live, 2.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
1.0ms	1.2025416951986734e-82	1.1156790980191293e-80
1.0ms	-1.1566465221949574e-41	-4.3701154268902073e-51

Compiler

Compiled 256 to 323 computations (-26.2% saved)

bsearch282.0ms (2.2%)

Memory

-38.7MiB live, 47.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
15.0ms	6.115177012987103e+36	1.239480882505896e+37
262.0ms	-4.999911891708773e+80	-3.4000902310664355e+63

Samples

253.0ms	71×	1	valid
14.0ms	169×	0	valid

Compiler

Compiled 211 to 289 computations (-37% saved)

Precisions

Click to see histograms. Total time spent on operations: 259.0ms

ival-sub: 232.0ms (89.5% of total)

ival-log: 19.0ms (7.3% of total)

ival-mult: 4.0ms (1.5% of total)

adjust: 2.0ms (0.8% of total)

ival-add: 1.0ms (0.4% of total)

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

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

exact: 0.0ms (0% of total)

bsearch57.0ms (0.4%)

Memory

5.7MiB live, 80.0MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
22.0ms	3.4000857199335553e-53	5.070765681671183e-52
31.0ms	-2.065787505353642e-137	-5.262334381630005e-139

Samples

29.0ms	85×	1	valid
11.0ms	123×	0	valid

Compiler

Compiled 133 to 227 computations (-70.7% saved)

Precisions

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

ival-log: 22.0ms (66.9% of total)

ival-mult: 4.0ms (12.2% of total)

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

adjust: 2.0ms (6.1% of total)

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

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

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

exact: 0.0ms (0% of total)

simplify30.0ms (0.2%)

Memory

-1.6MiB live, 41.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	85	508
1	110	508
2	127	508
3	133	508
4	134	508

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -5294485541335923/199791907220223502808422222706762643567910281130558153654986045416023791284464999687699590596063486154228923591770023865308670443474450259602571264 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 t #s(literal 5558020283391177/115792089237316195423570985008687907853269984665640564039457584007913129639936 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (.f64 (neg.f64 y) z)))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -7161235833461889/105312291668557186697918027683670432318895095400549111254310977536 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 7048757218539003/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -7161235833461889/105312291668557186697918027683670432318895095400549111254310977536 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 7048757218539003/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -7161235833461889/105312291668557186697918027683670432318895095400549111254310977536 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 7048757218539003/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -6000000000000000046078422366195817814401196595495940579913780690944 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 7199999999999999479014454590741413888 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
(if (<=.f64 t #s(literal -4273738777669203/837987995621412318723376562387865382967460363787024586107722590232610251879596686050117143635431464230626991136655378178359617675746660621652103062880256 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 2561194933379311/26959946667150639794667015087019630673637144422540572481103610249216 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Outputs
(fma.f64 (log.f64 y) x (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
(fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 (fma.f64 z y t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 t #s(literal -5294485541335923/199791907220223502808422222706762643567910281130558153654986045416023791284464999687699590596063486154228923591770023865308670443474450259602571264 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 t #s(literal 5558020283391177/115792089237316195423570985008687907853269984665640564039457584007913129639936 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (.f64 (neg.f64 y) z)))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 t #s(literal -5294485541335923/199791907220223502808422222706762643567910281130558153654986045416023791284464999687699590596063486154228923591770023865308670443474450259602571264 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 t #s(literal 5558020283391177/115792089237316195423570985008687907853269984665640564039457584007913129639936 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) #s(approx (neg (+ (* z y) t)) (.f64 (neg.f64 z) y)))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -7161235833461889/105312291668557186697918027683670432318895095400549111254310977536 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 7048757218539003/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -7161235833461889/105312291668557186697918027683670432318895095400549111254310977536 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 7048757218539003/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 z (log1p.f64 (neg.f64 y)))) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -7161235833461889/105312291668557186697918027683670432318895095400549111254310977536 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 7048757218539003/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -7161235833461889/105312291668557186697918027683670432318895095400549111254310977536 binary64)) (fma.f64 (log.f64 y) x #s(approx (+ (* (log (+ 1 (neg y))) z) (neg t)) (neg.f64 t))) (if (<=.f64 x #s(literal 7048757218539003/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -7161235833461889/105312291668557186697918027683670432318895095400549111254310977536 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 7048757218539003/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -7161235833461889/105312291668557186697918027683670432318895095400549111254310977536 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 7048757218539003/4271974071841820164790043412339104229205409044713305539894083215644439451561281100045924173873152 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -6000000000000000046078422366195817814401196595495940579913780690944 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 7199999999999999479014454590741413888 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (<=.f64 x #s(literal -6000000000000000046078422366195817814401196595495940579913780690944 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 7199999999999999479014454590741413888 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 z) y))) t) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
(if (<=.f64 t #s(literal -4273738777669203/837987995621412318723376562387865382967460363787024586107722590232610251879596686050117143635431464230626991136655378178359617675746660621652103062880256 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 2561194933379311/26959946667150639794667015087019630673637144422540572481103610249216 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

soundness1.2s (9.3%)

Memory

6.7MiB live, 889.9MiB 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	953	14416
1	3197	13343
0	8134	12060
0	12	38
0	19	38
1	67	38
2	506	38
3	6739	38
0	8211	32
0	959	15573
1	3222	14418
0	8189	13126

Stop Event

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

Compiler

Compiled 483 to 330 computations (31.7% saved)

preprocess236.0ms (1.8%)

Memory: -6.2MiB live, 148.1MiB allocated
Compiler: Compiled 508 to 196 computations (61.4% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

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

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

start0.0ms (0%)

analyze74.0ms (0.6%)

sample2.8s (21.8%)

explain629.0ms (4.8%)

preprocess164.0ms (1.3%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify22.0ms (0.2%)

localize133.0ms (1%)

series326.0ms (2.5%)

simplify195.0ms (1.5%)

rewrite331.0ms (2.5%)

eval53.0ms (0.4%)

prune20.0ms (0.2%)

simplify282.0ms (2.2%)

localize150.0ms (1.1%)

series142.0ms (1.1%)

simplify250.0ms (1.9%)

rewrite194.0ms (1.5%)

eval418.0ms (3.2%)

prune175.0ms (1.3%)

simplify200.0ms (1.5%)

localize218.0ms (1.7%)

series286.0ms (2.2%)

simplify396.0ms (3%)

rewrite554.0ms (4.3%)

eval303.0ms (2.3%)

prune72.0ms (0.6%)

simplify179.0ms (1.4%)

localize348.0ms (2.7%)

series255.0ms (2%)

simplify362.0ms (2.8%)

rewrite192.0ms (1.5%)

eval611.0ms (4.7%)

prune68.0ms (0.5%)

regimes127.0ms (1%)

regimes115.0ms (0.9%)

regimes61.0ms (0.5%)

regimes126.0ms (1%)

regimes43.0ms (0.3%)

regimes8.0ms (0.1%)

regimes10.0ms (0.1%)

regimes47.0ms (0.4%)

regimes40.0ms (0.3%)

regimes10.0ms (0.1%)

regimes10.0ms (0.1%)

bsearch79.0ms (0.6%)

bsearch74.0ms (0.6%)

bsearch2.0ms (0%)

bsearch2.0ms (0%)

bsearch282.0ms (2.2%)

bsearch57.0ms (0.4%)

simplify30.0ms (0.2%)

soundness1.2s (9.3%)

preprocess236.0ms (1.8%)

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