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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze101.0ms (0.9%)

Memory

31.6MiB live, 183.0MiB allocated

Algorithm

1×

Search

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

Compiler

Compiled 15 to 14 computations (6.7% saved)

sample2.4s (20.2%)

Memory

-6.3MiB live, 2 669.6MiB allocated

Samples

1.1s	6 831×	0	valid
852.0ms	1 425×	1	valid
0.0ms	4×	0	invalid

Precisions

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

ival-log: 1.1s (74.7% of total)

ival-mult: 142.0ms (9.9% of total)

ival-sub: 112.0ms (7.8% of total)

ival-add: 54.0ms (3.8% of total)

adjust: 38.0ms (2.6% of total)

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

exact: 6.0ms (0.4% of total)

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

Bogosity

explain288.0ms (2.5%)

Memory

-33.4MiB live, 541.2MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
255	-	1	(2.5544659751609365e-87 0.013608744072026774 -2.0081967850398754e-214 -5.6483276039611876e-297)	`(log.f64 (-.f64 #s(literal 1 binary64) y))`
0	-	0	-	`(*.f64 x (log.f64 y))`
0	-	0	-	`(-.f64 #s(literal 1 binary64) y)`
0	-	0	-	`(log.f64 y)`
0	-	0	-	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
0	-	0	-	`t`
0	-	0	-	`#s(literal 1 binary64)`
0	-	0	-	`z`
0	-	0	-	`(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))`
0	-	0	-	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
0	-	0	-	`y`
0	-	0	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (-.f64 #s(literal 1 binary64) y))`	sensitivity	254	1

Confusion

	Predicted +	Predicted -
+	51	0
-	203	2

Precision

0.20078740157480315

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	51	0	0
-	203	1	1

Precision?

0.2

Recall?

1.0

Freqs

test

number	freq
0	2
1	254

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

160.0ms	360×	1	valid
20.0ms	152×	0	valid

Compiler

Compiled 161 to 52 computations (67.7% saved)

Precisions

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

ival-log: 85.0ms (64.7% of total)

ival-sub: 17.0ms (12.9% of total)

ival-mult: 15.0ms (11.4% of total)

adjust: 9.0ms (6.9% of total)

ival-add: 4.0ms (3% of total)

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

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

exact: 0.0ms (0% of total)

preprocess152.0ms (1.3%)

Memory

32.9MiB live, 74.4MiB 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: 0.6MiB live, 0.6MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune4.0ms (0%)

Memory

-37.5MiB live, 1.7MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	81.8%	(-.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)

simplify21.0ms (0.2%)

Memory

38.1MiB live, 38.1MiB 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

localize156.0ms (1.3%)

Memory

-7.8MiB live, 149.7MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.015625	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.015625	(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.33203125	(*.f64 x (log.f64 y))
accuracy	59.28023986197307	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

115.0ms	180×	1	valid
31.0ms	76×	0	valid

Compiler

Compiled 98 to 26 computations (73.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 112.0ms

ival-log: 57.0ms (51% of total)

ival-sub: 36.0ms (32.2% of total)

ival-mult: 11.0ms (9.8% of total)

adjust: 5.0ms (4.5% of total)

ival-add: 2.0ms (1.8% of total)

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

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

exact: 0.0ms (0% of total)

series346.0ms (3%)

Memory

3.5MiB live, 285.7MiB 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
61.0ms	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))))
51.0ms	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))))
51.0ms	y	@	-inf	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
50.0ms	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))))
44.0ms	y	@	inf	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))

simplify311.0ms (2.7%)

Memory

7.9MiB live, 270.7MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

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

Stop Event

1×	iter limit
1×	node limit

Counts

144 → 144

Calls

Call 1

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

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

rewrite309.0ms (2.6%)

Memory

-9.0MiB live, 281.2MiB 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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eval111.0ms (0.9%)

Memory: -3.9MiB live, 116.6MiB allocated
Compiler: Compiled 11 810 to 1 193 computations (89.9% saved)

prune19.0ms (0.2%)

Memory

-7.1MiB live, 71.0MiB allocated

Pruning

15 alts after pruning (15 fresh and 0 done)

	Pruned	Kept	Total
New	369	15	384
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	370	15	385

Accuracy

100.0%

Counts

385 → 15

Alt Table

Click to see full alt table

Status	Accuracy	Program
	44.5%	(/.f64 (fma.f64 (neg.f64 t) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)))
▶	99.7%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
	64.4%	(-.f64 (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (/.f64 (.f64 x x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	90.8%	(-.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)
	64.4%	(-.f64 (fma.f64 (.f64 x x) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (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)
	99.5%	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (-.f64 (log.f64 (*.f64 (fma.f64 (neg.f64 y) y #s(literal 1 binary64)) #s(literal 1 binary64))) (log1p.f64 y)))) 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)
▶	80.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	99.1%	(.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))))
▶	44.5%	(.f64 (neg.f64 (fma.f64 (neg.f64 t) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 2 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)))))
	58.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
	99.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
	21.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	42.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
▶	39.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 592 to 396 computations (33.1% saved)

simplify111.0ms (0.9%)

Memory

7.3MiB live, 165.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(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)))
cost-diff	128	(/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t))))
cost-diff	128	(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))))
cost-diff	21504	(.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)))))
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 (fma.f64 (log.f64 y) x (neg.f64 t)))
cost-diff	0	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	37	322
0	62	289
1	122	287
2	286	287
3	855	287
4	2709	287
5	5902	287
0	8192	287

Stop Event

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

Calls

Call 1

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

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

localize216.0ms (1.8%)

Memory

11.8MiB live, 333.9MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.33203125	(*.f64 (log.f64 y) x)
accuracy	0.3419435797639624	(/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t))))
accuracy	4.249953209294523	(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)))
accuracy	34.928251821950596	(.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)))))
accuracy	0.0078125	(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	0.33203125	(*.f64 (log.f64 y) x)
accuracy	0.5020911839621759	#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	0.33203125	(*.f64 (log.f64 y) x)
accuracy	18.13043020901193	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
accuracy	0	(neg.f64 t)
accuracy	38.43674964466266	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
accuracy	0.00390625	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
accuracy	0.19140625	(fma.f64 (log.f64 y) x (neg.f64 t))
accuracy	0.21875	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
accuracy	0.3341310797639624	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))

Samples

118.0ms	183×	0	valid
69.0ms	73×	1	valid

Compiler

Compiled 611 to 66 computations (89.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 114.0ms

ival-sub: 25.0ms (21.9% of total)

ival-log: 24.0ms (21% of total)

ival-neg: 20.0ms (17.5% of total)

ival-mult: 14.0ms (12.2% of total)

ival-add: 11.0ms (9.6% of total)

ival-div: 7.0ms (6.1% of total)

adjust: 5.0ms (4.4% of total)

ival-log1p: 4.0ms (3.5% of total)

ival-pow2: 3.0ms (2.6% of total)

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

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

exact: 0.0ms (0% of total)

series315.0ms (2.7%)

Memory

-24.2MiB live, 334.9MiB allocated

Counts

19 → 696

Calls

Call 1

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

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

12 calls:

Time	Variable		Point	Expression
42.0ms	y	@	0	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* 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) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (neg (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2))) (/ 1 (neg (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t))))) (neg (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2))) (/ 1 (neg (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)))) (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2)) (+ (* (log y) x) (neg t)))
37.0ms	x	@	0	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* 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) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (neg (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2))) (/ 1 (neg (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t))))) (neg (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2))) (/ 1 (neg (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)))) (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2)) (+ (* (log y) x) (neg t)))
36.0ms	x	@	-inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* 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) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (neg (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2))) (/ 1 (neg (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t))))) (neg (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2))) (/ 1 (neg (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)))) (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2)) (+ (* (log y) x) (neg t)))
33.0ms	t	@	0	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* 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) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (neg (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2))) (/ 1 (neg (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t))))) (neg (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2))) (/ 1 (neg (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)))) (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2)) (+ (* (log y) x) (neg t)))
31.0ms	y	@	inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* 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) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (* (neg (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2))) (/ 1 (neg (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t))))) (neg (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2))) (/ 1 (neg (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) t)))) (+ (* (neg t) t) (pow (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) 2)) (+ (* (log y) x) (neg t)))

simplify279.0ms (2.4%)

Memory

14.3MiB live, 334.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1391	19691
1	4658	18334
0	8077	16973

Stop Event

1×	iter limit
1×	node limit

Counts

696 → 696

Calls

Call 1

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

rewrite375.0ms (3.2%)

Memory

5.5MiB live, 276.8MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	37	232
0	62	199
1	299	197
2	2335	197
0	8248	197

Stop Event

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

Counts

19 → 1 206

Calls

Call 1

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

Outputs
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eval447.0ms (3.8%)

Memory: 29.4MiB live, 521.7MiB allocated
Compiler: Compiled 80 084 to 4 998 computations (93.8% saved)

prune62.0ms (0.5%)

Memory

3.3MiB live, 161.2MiB allocated

Pruning

22 alts after pruning (19 fresh and 3 done)

	Pruned	Kept	Total
New	2 180	17	2 197
Fresh	8	2	10
Picked	2	3	5
Done	0	0	0
Total	2 190	22	2 212

Accuracy

100.0%

Counts

2 212 → 22

Alt Table

Click to see full alt table

Status	Accuracy	Program
	52.6%	(pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal 1/2 binary64)) #s(literal 2 binary64))
▶	31.3%	(/.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t))
	52.7%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) (neg.f64 t))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
	31.3%	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (-.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t))))
▶	42.5%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
	42.1%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (neg.f64 (neg.f64 (+.f64 (/.f64 (-.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64))))) x) (/.f64 #s(literal 1 binary64) (log.f64 y))))) x)))
	39.9%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	90.8%	(-.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)
	95.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y)) x)) t)
	82.1%	(-.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)
✓	80.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	81.4%	(-.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)
	74.8%	(-.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) y) z) y))) t)
▶	58.2%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
	58.9%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
	81.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t))
▶	21.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	42.5%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
	14.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) (+.f64 #s(literal 0 binary64) t)))
▶	99.0%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
✓	39.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 575 to 490 computations (14.8% saved)

simplify123.0ms (1.1%)

Memory

17.6MiB live, 130.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))
cost-diff	0	(pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))
cost-diff	0	(-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t))
cost-diff	14400	(/.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t))
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	#s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))
cost-diff	0	(/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x)))
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
cost-diff	0	(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 (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg 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	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	49	355
0	70	334
1	124	331
2	198	331
3	348	331
4	621	311
5	1095	309
6	1963	309
7	3650	309
8	6811	309
0	8089	297

Stop Event

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

Calls

Call 1

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

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

localize161.0ms (1.4%)

Memory

-13.0MiB live, 249.5MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.33203125	(*.f64 x (log.f64 y))
accuracy	6.449183659113499	(-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t))
accuracy	18.13043020901193	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))
accuracy	35.197783071950596	(/.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t))
accuracy	0.21875	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
accuracy	0.33203125	(*.f64 (log.f64 y) x)
accuracy	0.3341310797639624	(/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x)))
accuracy	36.66516790830472	#s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))
accuracy	0	(neg.f64 y)
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0.015625	(*.f64 (log1p.f64 (neg.f64 y)) z)
accuracy	50.31715681530673	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg 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	0.5020911839621759	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y)))
accuracy	44.38252786800741	#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))
accuracy	0	(log.f64 y)
accuracy	0.0078125	(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
accuracy	0.33203125	(*.f64 (log.f64 y) x)
accuracy	0.47525382177630315	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))

Samples

70.0ms	187×	0	valid
64.0ms	69×	1	valid

Compiler

Compiled 446 to 66 computations (85.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 103.0ms

ival-log: 36.0ms (35% of total)

ival-mult: 28.0ms (27.2% of total)

ival-add: 9.0ms (8.8% of total)

ival-div: 9.0ms (8.8% of total)

ival-sub: 6.0ms (5.8% of total)

adjust: 5.0ms (4.9% of total)

ival-pow2: 3.0ms (2.9% of total)

ival-neg: 3.0ms (2.9% of total)

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

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

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

exact: 0.0ms (0% of total)

series157.0ms (1.3%)

Memory

-32.6MiB live, 363.1MiB allocated

Counts

21 → 720

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
15.0ms	z	@	0	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (+ (* x (log y)) (* z (log (- 1 y)))) (neg z) (* x (log y)))
14.0ms	y	@	inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (+ (* x (log y)) (* z (log (- 1 y)))) (neg z) (* x (log y)))
13.0ms	x	@	0	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (+ (* x (log y)) (* z (log (- 1 y)))) (neg z) (* x (log y)))
13.0ms	y	@	-inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (+ (* x (log y)) (* z (log (- 1 y)))) (neg z) (* x (log y)))
13.0ms	z	@	-inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (+ (* x (log y)) (* z (log (- 1 y)))) (neg z) (* x (log y)))

simplify214.0ms (1.8%)

Memory

1.9MiB live, 358.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1087	17563
1	3609	16452
0	8282	15264

Stop Event

1×	iter limit
1×	node limit

Counts

720 → 720

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

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

rewrite178.0ms (1.5%)

Memory

39.2MiB live, 267.4MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	49	306
0	70	286
1	303	261
2	2189	261
0	9140	236

Stop Event

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

Counts

21 → 351

Calls

Call 1

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

Outputs
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eval197.0ms (1.7%)

Memory: -23.6MiB live, 298.8MiB allocated
Compiler: Compiled 31 435 to 2 741 computations (91.3% saved)

prune52.0ms (0.4%)

Memory

22.6MiB live, 110.3MiB allocated

Pruning

30 alts after pruning (25 fresh and 5 done)

	Pruned	Kept	Total
New	1 195	16	1 211
Fresh	5	9	14
Picked	2	3	5
Done	1	2	3
Total	1 203	30	1 233

Accuracy

100.0%

Counts

1 233 → 30

Alt Table

Click to see full alt table

Status	Accuracy	Program
	42.5%	(fma.f64 (sqrt.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y)))) (sqrt.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))) (neg.f64 t))
	27.6%	(/.f64 (-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t)) (+.f64 #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))
▶	19.6%	(/.f64 #s(approx (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x))) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t))
	22.8%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
	31.3%	(/.f64 #s(literal 1 binary64) (/.f64 (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (-.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (.f64 t t))))
✓	42.5%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
	42.1%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (neg.f64 (neg.f64 (+.f64 (/.f64 (-.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64))))) x) (/.f64 #s(literal 1 binary64) (log.f64 y))))) x)))
▶	39.9%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	90.8%	(-.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)
▶	95.6%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y)) x)) t)
	82.1%	(-.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)
✓	80.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	38.2%	(-.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)
	81.4%	(-.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)
▶	74.8%	(-.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) y) z) y))) t)
✓	58.2%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
	81.0%	#s(approx (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t))
	42.5%	#s(approx (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (*.f64 (log.f64 y) x))
✓	21.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	21.1%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg 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))
	21.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg 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))
	20.9%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
▶	20.6%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
	21.1%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (.f64 z y) (.f64 #s(literal -1/3 binary64) z)) y (.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
	20.9%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 z y) (neg.f64 z)) y)))
	33.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (fma.f64 (-.f64 (pow.f64 (.f64 x (log.f64 y)) #s(literal 2 binary64)) (pow.f64 (.f64 z y) #s(literal 2 binary64))) (+.f64 #s(literal 0 binary64) t) (.f64 (fma.f64 x (log.f64 y) (.f64 z y)) (.f64 (neg.f64 t) t))) (.f64 (fma.f64 x (log.f64 y) (*.f64 z y)) (+.f64 #s(literal 0 binary64) t))))
	14.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) (+.f64 #s(literal 0 binary64) t)))
✓	39.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	60.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
	58.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))

Compiler

Compiled 841 to 697 computations (17.1% saved)

simplify178.0ms (1.5%)

Memory

-10.1MiB live, 141.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	57	424
0	84	408
1	135	405
2	230	405
3	489	405
4	1231	394
5	3424	394
6	7692	394
0	8382	379

Stop Event

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

Calls

Call 1

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

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

localize188.0ms (1.6%)

Memory

21.1MiB live, 220.7MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0.5872650390737681	(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy	18.13043020901193	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))
accuracy	35.197783071950596	(/.f64 #s(approx (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x))) (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t))
accuracy	35.5734011383738	#s(approx (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x)))
accuracy	0.1953125	(/.f64 (*.f64 (log.f64 y) x) y)
accuracy	0.33203125	(*.f64 (log.f64 y) x)
accuracy	0.5020911839621759	#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) y) z) y)))
accuracy	15.539393404012314	(.f64 (-.f64 (/.f64 (.f64 (log.f64 y) x) y) z) y)
accuracy	0	(/.f64 #s(literal -1 binary64) t)
accuracy	0.21875	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
accuracy	38.318693276158044	#s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t))
accuracy	0	(neg.f64 y)
accuracy	0.015625	(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
accuracy	0.9675384842491874	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
accuracy	50.31715681530673	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
accuracy	0.00390625	(/.f64 (log1p.f64 (neg.f64 y)) x)
accuracy	0.0078125	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y)) x)) t)
accuracy	0.0703125	(fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y))
accuracy	2.899383546660777	(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y)) x)

Samples

96.0ms	187×	0	valid
57.0ms	69×	1	valid

Compiler

Compiled 543 to 79 computations (85.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 119.0ms

ival-log: 33.0ms (27.8% of total)

ival-mult: 28.0ms (23.6% of total)

ival-div: 26.0ms (21.9% of total)

ival-add: 8.0ms (6.7% of total)

ival-sub: 7.0ms (5.9% of total)

ival-pow2: 7.0ms (5.9% of total)

adjust: 5.0ms (4.2% of total)

ival-log1p: 2.0ms (1.7% of total)

ival-neg: 2.0ms (1.7% of total)

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

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

exact: 0.0ms (0% of total)

series191.0ms (1.6%)

Memory

-21.1MiB live, 374.3MiB allocated

Counts

23 → 756

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
21.0ms	x	@	0	((* (+ (* z (/ (log (+ 1 (neg y))) x)) (log y)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* z (/ (log (+ 1 (neg y))) x)) (log y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/ -1 t) (* (- (/ (* (log y) x) y) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (* (pow (log y) 2) (* x x)) (pow (log y) 2) (/ (log (+ 1 (neg y))) x) (* (log y) x) (/ (* (log y) x) y) (+ (* x (log y)) (* z (log (- 1 y)))))
21.0ms	x	@	inf	((* (+ (* z (/ (log (+ 1 (neg y))) x)) (log y)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* z (/ (log (+ 1 (neg y))) x)) (log y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/ -1 t) (* (- (/ (* (log y) x) y) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (* (pow (log y) 2) (* x x)) (pow (log y) 2) (/ (log (+ 1 (neg y))) x) (* (log y) x) (/ (* (log y) x) y) (+ (* x (log y)) (* z (log (- 1 y)))))
18.0ms	x	@	-inf	((* (+ (* z (/ (log (+ 1 (neg y))) x)) (log y)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* z (/ (log (+ 1 (neg y))) x)) (log y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/ -1 t) (* (- (/ (* (log y) x) y) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (* (pow (log y) 2) (* x x)) (pow (log y) 2) (/ (log (+ 1 (neg y))) x) (* (log y) x) (/ (* (log y) x) y) (+ (* x (log y)) (* z (log (- 1 y)))))
17.0ms	y	@	-inf	((* (+ (* z (/ (log (+ 1 (neg y))) x)) (log y)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* z (/ (log (+ 1 (neg y))) x)) (log y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/ -1 t) (* (- (/ (* (log y) x) y) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (* (pow (log y) 2) (* x x)) (pow (log y) 2) (/ (log (+ 1 (neg y))) x) (* (log y) x) (/ (* (log y) x) y) (+ (* x (log y)) (* z (log (- 1 y)))))
15.0ms	y	@	inf	((* (+ (* z (/ (log (+ 1 (neg y))) x)) (log y)) x) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* z (/ (log (+ 1 (neg y))) x)) (log y)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/ -1 t) (* (- (/ (* (log y) x) y) z) y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (* (pow (log y) 2) (* x x)) (pow (log y) 2) (/ (log (+ 1 (neg y))) x) (* (log y) x) (/ (* (log y) x) y) (+ (* x (log y)) (* z (log (- 1 y)))))

simplify783.0ms (6.7%)

Memory

27.9MiB live, 264.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1166	17499
1	3802	16353
0	8580	15160

Stop Event

1×	iter limit
1×	node limit

Counts

756 → 756

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

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

rewrite276.0ms (2.4%)

Memory

-6.4MiB live, 220.4MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	57	363
0	84	348
1	337	339
2	2257	339
0	9196	309

Stop Event

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

Counts

23 → 319

Calls

Call 1

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

Outputs
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eval180.0ms (1.5%)

Memory: 3.5MiB live, 204.3MiB allocated
Compiler: Compiled 26 836 to 2 951 computations (89% saved)

prune249.0ms (2.1%)

Memory

-176.7MiB live, 167.2MiB allocated

Pruning

31 alts after pruning (23 fresh and 8 done)

	Pruned	Kept	Total
New	1 093	8	1 101
Fresh	5	15	20
Picked	2	3	5
Done	0	5	5
Total	1 100	31	1 131

Accuracy

100.0%

Counts

1 131 → 31

Alt Table

Click to see full alt table

Status	Accuracy	Program
	42.5%	(fma.f64 (sqrt.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y)))) (sqrt.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))) (neg.f64 t))
	16.7%	(/.f64 #s(approx (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 x x))) (+.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))
	22.8%	(/.f64 #s(literal 1 binary64) (pow.f64 (pow.f64 #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y))) #s(literal -1/2 binary64)) #s(literal 2 binary64)))
✓	42.5%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (*.f64 (log.f64 y) x))))
	42.1%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (neg.f64 (neg.f64 (+.f64 (/.f64 (-.f64 (/.f64 t (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64))))) x) (/.f64 #s(literal 1 binary64) (log.f64 y))))) x)))
✓	39.9%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	90.8%	(-.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)
	74.9%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (/.f64 (.f64 (-.f64 (pow.f64 (.f64 (/.f64 (log1p.f64 y) x) z) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) x) (-.f64 (*.f64 (/.f64 (log1p.f64 y) x) z) (log.f64 y)))) t)
✓	80.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	54.7%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 #s(approx (+ ( z (/ (log (+ 1 (neg y))) x)) (log y)) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x))) x)) t)
	81.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
	38.2%	(-.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)
✓	74.8%	(-.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) y) z) y))) t)
	74.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (-.f64 (/.f64 #s(literal 1 binary64) (/.f64 y (.f64 (log.f64 y) x))) z) y))) t)
	74.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (-.f64 (.f64 (/.f64 x y) (log.f64 y)) z) y))) t)
	74.4%	(-.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) y)) z) y))) t)
✓	58.2%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
	81.0%	#s(approx (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t))
	42.5%	#s(approx (/ (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (* t t)) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (*.f64 (log.f64 y) x))
✓	21.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	16.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
	21.1%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg 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))
	21.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg 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))
	20.9%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
✓	20.6%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
	21.1%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (.f64 z y) (.f64 #s(literal -1/3 binary64) z)) y (.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)))
	20.9%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 z y) (neg.f64 z)) y)))
	14.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) (+.f64 #s(literal 0 binary64) t)))
✓	39.9%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	60.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
	58.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))

Compiler

Compiled 1 339 to 641 computations (52.1% saved)

regimes374.0ms (3.2%)

Memory

-0.8MiB live, 192.2MiB allocated

Counts

57 → 1

Calls

Call 1

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

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

Calls

6 calls:

237.0ms	z
55.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
27.0ms	t
18.0ms	x
17.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes69.0ms (0.6%)

Memory

10.8MiB live, 132.2MiB allocated

Counts

35 → 1

Calls

Call 1

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

13.0ms	t
12.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
11.0ms	x
10.0ms	y
10.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

Accuracy	Segments	Branch
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))))`
99.0%	1	`x`
99.0%	1	`y`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes235.0ms (2%)

Memory

-2.9MiB live, 70.5MiB allocated

Counts

22 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

194.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
12.0ms	y
7.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
7.0ms	t
7.0ms	z

Results

Accuracy	Segments	Branch
92.7%	3	`x`
80.7%	1	`y`
88.6%	3	`z`
89.8%	3	`t`
90.4%	4	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
91.9%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes7.0ms (0.1%)

Memory

13.6MiB live, 13.6MiB allocated

Counts

19 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

1 calls:

6.0ms

Results

Accuracy	Segments	Branch
92.4%	3	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes46.0ms (0.4%)

Memory

-19.7MiB live, 64.1MiB allocated

Counts

18 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

12.0ms	z
10.0ms	x
6.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
6.0ms	y

Results

Accuracy	Segments	Branch
62.4%	3	`y`
63.3%	3	`z`
61.5%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
68.6%	3	`t`
77.5%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
78.1%	3	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes33.0ms (0.3%)

Memory

18.4MiB live, 56.0MiB allocated

Counts

13 → 1

Calls

Call 1

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

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

Calls

6 calls:

9.0ms	t
5.0ms	x
4.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
4.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms	z

Results

Accuracy	Segments	Branch
58.2%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
58.2%	1	`y`
58.2%	1	`z`
58.2%	1	`t`
58.2%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
58.2%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes15.0ms (0.1%)

Memory

-12.8MiB live, 25.6MiB allocated

Counts

2 → 3

Calls

Call 1

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

6.0ms	z
2.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms	t
2.0ms	y

Results

Accuracy	Segments	Branch
47.5%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
39.9%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
43.1%	3	`x`
39.9%	1	`y`
47.9%	3	`z`
49.1%	3	`t`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes6.0ms (0.1%)

Memory

14.5MiB live, 14.5MiB allocated

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
39.9%	1	`x`
39.9%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
39.9%	1	`z`
39.9%	1	`t`

Compiler

Compiled 16 to 24 computations (-50% saved)

bsearch96.0ms (0.8%)

Memory

-24.6MiB live, 76.9MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
63.0ms	2.4502434096617432e-33	3.140394731844744e-24
29.0ms	-1.5698482120235771e-22	-2.1075879584868242e-26

Samples

58.0ms	205×	0	valid
23.0ms	67×	1	valid

Compiler

Compiled 271 to 342 computations (-26.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 71.0ms

ival-log: 59.0ms (82.5% of total)

ival-mult: 5.0ms (7% of total)

ival-sub: 3.0ms (4.2% of total)

adjust: 2.0ms (2.8% of total)

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

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

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

exact: 0.0ms (0% of total)

bsearch40.0ms (0.3%)

Memory

-16.3MiB live, 58.3MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
36.0ms	7.903010153068919e-50	3.7456888729272744e-37
1.0ms	-1.5698482120235771e-22	-2.1075879584868242e-26

Samples

18.0ms	39×	1	valid
12.0ms	121×	0	valid

Compiler

Compiled 268 to 343 computations (-28% saved)

Precisions

Click to see histograms. Total time spent on operations: 25.0ms

ival-log: 18.0ms (73% of total)

ival-mult: 3.0ms (12.2% of total)

ival-sub: 2.0ms (8.1% of total)

adjust: 1.0ms (4.1% of total)

ival-add: 1.0ms (4.1% of total)

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

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

exact: 0.0ms (0% of total)

bsearch96.0ms (0.8%)

Memory

18.7MiB live, 54.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
22.0ms	1.5334254815835332e+156	7.091939498759689e+158
70.0ms	-2.4365007749462643e+46	-2.1547951364594656e+33

Samples

57.0ms	47×	1	valid
24.0ms	241×	0	valid

Compiler

Compiled 232 to 325 computations (-40.1% saved)

Precisions

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

ival-log: 61.0ms (84.8% of total)

ival-mult: 5.0ms (7% of total)

ival-sub: 3.0ms (4.2% of total)

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

adjust: 1.0ms (1.4% of total)

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

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

exact: 0.0ms (0% of total)

bsearch51.0ms (0.4%)

Memory

14.5MiB live, 14.5MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
31.0ms	3.302268501359223e-151	9.560887800775569e-134
16.0ms	-7.695357160960609e+85	-6.027996133203057e+84

Samples

20.0ms	208×	0	valid
16.0ms	48×	1	valid

Compiler

Compiled 160 to 275 computations (-71.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 29.0ms

ival-log: 19.0ms (66.3% of total)

ival-mult: 4.0ms (14% of total)

ival-sub: 3.0ms (10.5% of total)

adjust: 1.0ms (3.5% of total)

ival-add: 1.0ms (3.5% of total)

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

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

exact: 0.0ms (0% of total)

simplify95.0ms (0.8%)

Memory

-9.8MiB live, 35.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	71	367
1	85	367
2	93	367
3	96	367

Stop Event

1×

saturated

Calls

Call 1

Inputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(if (<=.f64 x #s(literal -6805647338418769/1361129467683753853853498429727072845824 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 4529838868451533/696898287454081973172991196020261297061888 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -6805647338418769/1361129467683753853853498429727072845824 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 2887466798277873/12554203470773361527671578846415332832204710888928069025792 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.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 -24000000000000000849476137045312032271744630784 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 1550000000000000088528575670995712287265741203272915723529438316023509403785149523929494035185356177167034030919064491070996764761479658211968306672941662208 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -22000000000000001702224564432959964168292118188427501794351231751812831046030105509888 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 716054195477281/25573364124188608359478044506465618376692515984711443667838213813251045284411519960025547596296126227741302219746563054759509816764729633229129121792 binary64)) #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg 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
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 x #s(literal -6805647338418769/1361129467683753853853498429727072845824 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 4529838868451533/696898287454081973172991196020261297061888 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -6805647338418769/1361129467683753853853498429727072845824 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 4529838868451533/696898287454081973172991196020261297061888 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -6805647338418769/1361129467683753853853498429727072845824 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 2887466798277873/12554203470773361527671578846415332832204710888928069025792 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.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 -6805647338418769/1361129467683753853853498429727072845824 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 2887466798277873/12554203470773361527671578846415332832204710888928069025792 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -24000000000000000849476137045312032271744630784 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 1550000000000000088528575670995712287265741203272915723529438316023509403785149523929494035185356177167034030919064491070996764761479658211968306672941662208 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (<=.f64 x #s(literal -24000000000000000849476137045312032271744630784 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 1550000000000000088528575670995712287265741203272915723529438316023509403785149523929494035185356177167034030919064491070996764761479658211968306672941662208 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -22000000000000001702224564432959964168292118188427501794351231751812831046030105509888 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 716054195477281/25573364124188608359478044506465618376692515984711443667838213813251045284411519960025547596296126227741302219746563054759509816764729633229129121792 binary64)) #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg 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 (10.4%)

Memory

17.2MiB live, 684.3MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1391	19691
1	4658	18334
0	8077	16973
0	12	38
0	19	38
1	67	38
2	506	38
3	6739	38
0	8211	32
0	192	1688
1	585	1578
2	1784	1526
3	5194	1494
0	8309	1337
0	1087	17563
1	3609	16452
0	8282	15264

Stop Event

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

Compiler

Compiled 267 to 172 computations (35.6% saved)

preprocess194.0ms (1.7%)

Memory: -1.0MiB live, 117.0MiB allocated
Compiler: Compiled 366 to 170 computations (53.6% 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%)

analyze101.0ms (0.9%)

sample2.4s (20.2%)

explain288.0ms (2.5%)

preprocess152.0ms (1.3%)

eval0.0ms (0%)

prune4.0ms (0%)

simplify21.0ms (0.2%)

localize156.0ms (1.3%)

series346.0ms (3%)

simplify311.0ms (2.7%)

rewrite309.0ms (2.6%)

eval111.0ms (0.9%)

prune19.0ms (0.2%)

simplify111.0ms (0.9%)

localize216.0ms (1.8%)

series315.0ms (2.7%)

simplify279.0ms (2.4%)

rewrite375.0ms (3.2%)

eval447.0ms (3.8%)

prune62.0ms (0.5%)

simplify123.0ms (1.1%)

localize161.0ms (1.4%)

series157.0ms (1.3%)

simplify214.0ms (1.8%)

rewrite178.0ms (1.5%)

eval197.0ms (1.7%)

prune52.0ms (0.4%)

simplify178.0ms (1.5%)

localize188.0ms (1.6%)

series191.0ms (1.6%)

simplify783.0ms (6.7%)

rewrite276.0ms (2.4%)

eval180.0ms (1.5%)

prune249.0ms (2.1%)

regimes374.0ms (3.2%)

regimes69.0ms (0.6%)

regimes235.0ms (2%)

regimes7.0ms (0.1%)

regimes46.0ms (0.4%)

regimes33.0ms (0.3%)

regimes15.0ms (0.1%)

regimes6.0ms (0.1%)

bsearch96.0ms (0.8%)

bsearch40.0ms (0.3%)

bsearch96.0ms (0.8%)

bsearch51.0ms (0.4%)

simplify95.0ms (0.8%)

soundness1.2s (10.4%)

preprocess194.0ms (1.7%)

end0.0ms (0%)

Profiling

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