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

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze97.0ms (0.7%)

Memory

-23.9MiB live, 63.7MiB allocated

Algorithm

1×

Search

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

Compiler

Compiled 15 to 14 computations (6.7% saved)

sample3.1s (24.2%)

Memory

-82.9MiB live, 2 619.4MiB allocated

Samples

2.0s	2 336×	1	valid
706.0ms	5 920×	0	valid
0.0ms	3×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 2.3s

ival-log: 1.5s (62.9% of total)

ival-sub: 312.0ms (13.5% of total)

ival-add: 305.0ms (13.2% of total)

ival-mult: 161.0ms (7% of total)

adjust: 65.0ms (2.8% of total)

ival-true: 7.0ms (0.3% of total)

exact: 6.0ms (0.3% of total)

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

Bogosity

explain425.0ms (3.3%)

Memory

-48.0MiB live, 527.2MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
253	-	-	`(log.f64 (-.f64 #s(literal 1 binary64) y))`
0	-	-	`(*.f64 x (log.f64 y))`
0	-	-	`(-.f64 #s(literal 1 binary64) y)`
0	-	-	`(log.f64 y)`
0	-	-	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
0	-	-	`t`
0	-	-	`#s(literal 1 binary64)`
0	-	-	`z`
0	-	-	`(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))`
0	-	-	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
0	-	-	`y`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (-.f64 #s(literal 1 binary64) y))`	sensitivity	253	0

Confusion

	Predicted +	Predicted -
+	41	0
-	212	3

Precision

0.16205533596837945

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	41	0	0
-	212	0	3

Precision?

0.16205533596837945

Recall?

1.0

Freqs

test

number	freq
0	3
1	253

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

126.0ms	390×	1	valid
40.0ms	92×	2	valid
3.0ms	30×	0	valid

Compiler

Compiled 113 to 40 computations (64.6% saved)

Precisions

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

ival-log: 81.0ms (63.2% of total)

ival-mult: 16.0ms (12.5% of total)

adjust: 15.0ms (11.7% of total)

ival-sub: 11.0ms (8.6% of total)

ival-add: 5.0ms (3.9% of total)

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

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

exact: 0.0ms (0% of total)

preprocess162.0ms (1.2%)

Memory

8.4MiB live, 83.6MiB 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: 0.5MiB live, 0.5MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory

1.4MiB live, 1.4MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	85.8%	(-.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)

simplify24.0ms (0.2%)

Memory

9.4MiB live, 42.5MiB 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

localize185.0ms (1.4%)

Memory

-9.2MiB live, 154.1MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.01171875	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.01171875	(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.2578125	(*.f64 x (log.f64 y))
accuracy	58.45131146358259	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

97.0ms	195×	1	valid
20.0ms	46×	2	valid
2.0ms	15×	0	valid

Compiler

Compiled 50 to 14 computations (72% saved)

Precisions

Click to see histograms. Total time spent on operations: 102.0ms

ival-log: 66.0ms (64.9% of total)

ival-mult: 20.0ms (19.7% of total)

adjust: 7.0ms (6.9% of total)

ival-sub: 5.0ms (4.9% of total)

ival-add: 2.0ms (2% of total)

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

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

exact: 0.0ms (0% of total)

series170.0ms (1.3%)

Memory

39.0MiB live, 309.4MiB 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
44.0ms	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))))
31.0ms	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))))
20.0ms	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))))
12.0ms	y	@	0	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
10.0ms	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))))

simplify189.0ms (1.5%)

Memory

-38.5MiB live, 251.4MiB 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)

rewrite200.0ms (1.5%)

Memory

25.5MiB live, 215.1MiB 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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eval124.0ms (1%)

Memory: 2.8MiB live, 88.2MiB allocated
Compiler: Compiled 11 810 to 1 193 computations (89.9% saved)

prune60.0ms (0.5%)

Memory

8.3MiB live, 46.2MiB allocated

Pruning

14 alts after pruning (14 fresh and 0 done)

	Pruned	Kept	Total
New	370	14	384
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	371	14	385

Accuracy

100.0%

Counts

385 → 14

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.9%	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 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)))))
	69.9%	(-.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)
	90.7%	(-.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
▶	69.9%	(-.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)
▶	85.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	99.3%	(.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))))
	50.1%	(.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)))))
	34.2%	(.f64 (neg.f64 (-.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))) (/.f64 #s(literal 1 binary64) (neg.f64 (fma.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64))))))
	57.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)))
	99.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
	16.7%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	42.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
▶	43.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 586 to 378 computations (35.5% saved)

simplify387.0ms (3%)

Memory

-22.5MiB live, 179.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 x x)
cost-diff	0	(-.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)
cost-diff	128	(neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))
cost-diff	42176	(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)))))
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
cost-diff	0	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
cost-diff	1408	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
cost-diff	0	(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	(fma.f64 (log.f64 y) x (neg.f64 t))
cost-diff	0	(neg.f64 y)
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	36	328
0	60	291
1	112	291
2	227	289
3	580	289
4	1419	289
5	3386	281
6	4260	281
7	4668	281
8	4710	281
9	4718	281
10	4719	281
11	5539	281
12	5931	281
13	5979	281
14	6107	281
15	6171	281
16	6171	281
17	6192	281
18	6192	279
19	6236	279
20	6496	262
21	7644	262
0	8112	259

Stop Event

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

Calls

Call 1

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

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

localize186.0ms (1.4%)

Memory

-1.5MiB live, 242.2MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.5104675781475362	(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy	0.556273085656937	(/.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)))
accuracy	6.927847810171429	(/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))
accuracy	19.687703795066437	(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)))))
accuracy	0.00390625	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
accuracy	0.10546875	(fma.f64 (log.f64 y) x (neg.f64 t))
accuracy	0.25619125976844204	(/.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	0.3404400483267831	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))
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	0.2578125	(*.f64 (log.f64 y) x)
accuracy	16.173320911522108	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
accuracy	0	(neg.f64 t)
accuracy	36.366320705815376	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0	(log.f64 y)
accuracy	0.00390625	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
accuracy	0.10546875	(fma.f64 (log.f64 y) x (neg.f64 t))

Samples

104.0ms	112×	1	valid
50.0ms	144×	0	valid

Compiler

Compiled 379 to 36 computations (90.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 125.0ms

ival-log: 56.0ms (44.8% of total)

ival-pow2: 16.0ms (12.8% of total)

ival-mult: 15.0ms (12% of total)

ival-div: 9.0ms (7.2% of total)

adjust: 8.0ms (6.4% of total)

ival-add: 8.0ms (6.4% of total)

ival-sub: 5.0ms (4% of total)

ival-neg: 5.0ms (4% of total)

ival-log1p: 3.0ms (2.4% of total)

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

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

exact: 0.0ms (0% of total)

series175.0ms (1.3%)

Memory

7.9MiB live, 369.0MiB allocated

Counts

19 → 600

Calls

Call 1

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

Outputs
#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)) (taylor 0 t) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* x (log y))) (taylor 0 t) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* x (log y))) (taylor 0 t) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* -1 t) (* x (log y))) (taylor 0 t) (#s(alt (fma.f64 (log.f64 y) x (neg.f64 t)) (patch (fma.f64 (log.f64 y) x (neg.f64 t)) #<representation binary64>) () ())) ())
#s(alt (+ (* x (log y)) (* 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(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>) () ())) ())
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Calls

12 calls:

Time	Variable		Point	Expression
22.0ms	y	@	inf	((+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (- (+ (* 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) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* x x) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2))
21.0ms	y	@	-inf	((+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (- (+ (* 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) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* x x) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2))
15.0ms	x	@	0	((+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (- (+ (* 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) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* x x) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2))
13.0ms	x	@	-inf	((+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (- (+ (* 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) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* x x) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2))
11.0ms	x	@	inf	((+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (- (+ (* 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) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (* x x) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2))

simplify360.0ms (2.8%)

Memory

-6.5MiB live, 428.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1357	22992
1	4775	20817
0	8198	19679

Stop Event

1×	iter limit
1×	node limit

Counts

600 → 600

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))
(+ (* -1 t) (* x (log y)))
(+ (* -1 t) (* x (log y)))
(+ (* -1 t) (* x (log y)))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(/ 1 (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))
(+ (* t (+ (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(+ (* t (+ (* t (+ (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 4)))) (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(* -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))
(* t (- (/ (* x (log y)) t) 1))
(* t (- (/ (* x (log y)) t) 1))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(/ -1 t)
(/ (- (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)) 1) t)
(/ (- (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2))) (+ 1 (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)))) t)
(/ (- (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ 1 (+ (/ (* x (log y)) t) (+ (/ (* z (log (- 1 y))) t) (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2)))))) t)
(* -1 t)
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* -1 t)
(* -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)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* x (log y)) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* x (log y)) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* 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 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(* x (log y))
(+ (* 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)
(/ 1 (- (* x (log y)) t))
(+ (* -1 (/ (* z (log (- 1 y))) (pow (- (* x (log y)) t) 2))) (/ 1 (- (* x (log y)) t)))
(+ (* z (- (/ (* z (pow (log (- 1 y)) 2)) (pow (- (* x (log y)) t) 3)) (/ (log (- 1 y)) (pow (- (* x (log y)) t) 2)))) (/ 1 (- (* x (log y)) t)))
(+ (* z (- (* z (- (* -1 (/ (* z (pow (log (- 1 y)) 3)) (pow (- (* x (log y)) t) 4))) (* -1 (/ (pow (log (- 1 y)) 2) (pow (- (* x (log y)) t) 3))))) (/ (log (- 1 y)) (pow (- (* x (log y)) t) 2)))) (/ 1 (- (* x (log y)) t)))
(* x (log y))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* x (log y)) (* z (- (* -1 (* z (+ (* -1 (/ (pow (log (- 1 y)) 2) (* x (log y)))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))) (* -1 (log (- 1 y))))))
(+ (* x (log y)) (* z (- (* -1 (* z (+ (* -1 (/ (pow (log (- 1 y)) 2) (* x (log y)))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))) (* -1 (log (- 1 y))))))
(* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y))))
(* (pow z 2) (- (* -1 (/ (* z (pow (log (- 1 y)) 3)) (* (pow x 2) (pow (log y) 2)))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(* (pow z 2) (- (* z (+ (* -1 (/ (* z (pow (log (- 1 y)) 4)) (* (pow x 3) (pow (log y) 3)))) (* -1 (/ (pow (log (- 1 y)) 3) (* (pow x 2) (pow (log y) 2)))))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(* (pow z 2) (- (* z (+ (* -1 (/ (pow (log (- 1 y)) 3) (* (pow x 2) (pow (log y) 2)))) (* z (+ (* -1 (/ (* z (pow (log (- 1 y)) 5)) (* (pow x 4) (pow (log y) 4)))) (* -1 (/ (pow (log (- 1 y)) 4) (* (pow x 3) (pow (log y) 3)))))))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(- (* x (log y)) t)
(- (+ (* x (log y)) (* z (log (- 1 y)))) t)
(- (+ (* x (log y)) (* z (- (* -1 (* z (+ (* -1 (/ (pow (log (- 1 y)) 2) (* x (log y)))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))) (* -1 (log (- 1 y)))))) t)
(- (+ (* x (log y)) (* z (- (* -1 (* z (+ (* -1 (/ (pow (log (- 1 y)) 2) (* x (log y)))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))) (* -1 (log (- 1 y)))))) t)
(/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))
(* (pow z 2) (+ (/ (* z (pow (log (- 1 y)) 3)) (* (pow x 2) (pow (log y) 2))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(* (pow z 2) (+ (* z (- (/ (* z (pow (log (- 1 y)) 4)) (* (pow x 3) (pow (log y) 3))) (* -1 (/ (pow (log (- 1 y)) 3) (* (pow x 2) (pow (log y) 2)))))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(* (pow z 2) (+ (* z (- (* z (- (/ (* z (pow (log (- 1 y)) 5)) (* (pow x 4) (pow (log y) 4))) (* -1 (/ (pow (log (- 1 y)) 4) (* (pow x 3) (pow (log y) 3)))))) (* -1 (/ (pow (log (- 1 y)) 3) (* (pow x 2) (pow (log y) 2)))))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(/ (log y) x)
(+ (/ (log y) x) (/ (* z (log (- 1 y))) (pow x 2)))
(+ (* z (- (/ (* z (pow (log (- 1 y)) 2)) (* (pow x 3) (log y))) (* -1 (/ (log (- 1 y)) (pow x 2))))) (/ (log y) x))
(+ (* z (- (* z (- (/ (* z (pow (log (- 1 y)) 3)) (* (pow x 4) (pow (log y) 2))) (* -1 (/ (pow (log (- 1 y)) 2) (* (pow x 3) (log y)))))) (* -1 (/ (log (- 1 y)) (pow x 2))))) (/ (log y) x))
(* 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)) (/ (* 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)) (/ (* 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)) (/ (* 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)))
(/ 1 (* z (log (- 1 y))))
(/ (- (+ (/ 1 (log (- 1 y))) (/ t (* z (pow (log (- 1 y)) 2)))) (/ (* x (log y)) (* z (pow (log (- 1 y)) 2)))) z)
(/ (- (+ (* -1 (/ (* (- (* x (log y)) t) (- (/ t (pow (log (- 1 y)) 2)) (/ (* x (log y)) (pow (log (- 1 y)) 2)))) (* (pow z 2) (log (- 1 y))))) (+ (/ 1 (log (- 1 y))) (/ t (* z (pow (log (- 1 y)) 2))))) (/ (* x (log y)) (* z (pow (log (- 1 y)) 2)))) z)
(/ (- (+ (/ 1 (log (- 1 y))) (+ (/ t (* z (pow (log (- 1 y)) 2))) (/ (* (pow (- (* x (log y)) t) 2) (- (/ t (pow (log (- 1 y)) 2)) (/ (* x (log y)) (pow (log (- 1 y)) 2)))) (* (pow z 3) (pow (log (- 1 y)) 2))))) (+ (/ (* x (log y)) (* z (pow (log (- 1 y)) 2))) (/ (* (- (* x (log y)) t) (- (/ t (pow (log (- 1 y)) 2)) (/ (* x (log y)) (pow (log (- 1 y)) 2)))) (* (pow z 2) (log (- 1 y)))))) z)
(* z (log (- 1 y)))
(* z (- (/ (* x (log y)) z) (* -1 (log (- 1 y)))))
(* z (- (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y))))) (+ (/ (* x (log y)) z) (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y)))))) (* -1 (log (- 1 y)))))
(* z (- (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y))))) (+ (/ (* x (log y)) z) (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y)))))) (* -1 (log (- 1 y)))))
(* z (log (- 1 y)))
(* z (- (/ (* x (log y)) z) (* -1 (log (- 1 y)))))
(* z (- (+ (/ (* x (log y)) z) (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y))))) (* -1 (log (- 1 y)))))
(* z (- (+ (/ (* x (log y)) z) (+ (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y)))) (/ (* (pow x 3) (pow (log y) 3)) (* (pow z 3) (pow (log (- 1 y)) 2))))) (* -1 (log (- 1 y)))))
(* z (log (- 1 y)))
(* z (- (/ (* x (log y)) z) (+ (* -1 (log (- 1 y))) (/ t z))))
(* z (- (+ (* -1 (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y))))) (+ (/ (* x (log y)) z) (/ (* (pow x 2) (pow (log y) 2)) (* (pow z 2) (log (- 1 y)))))) (+ (* -1 (log (- 1 y))) (/ t z))))
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(* 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 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (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))))
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(* x (log y))
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(* -1 (* x (+ (* -1 (log y)) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x)))))
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (+ t (* -1 (* z (log (- 1 y)))))) x)))))
(*.f64 (neg.f64 x) (neg.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) t) x))))
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(pow x 2)
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(pow x 2)
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(pow x 2)
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rewrite369.0ms (2.8%)

Memory

-2.7MiB live, 357.2MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	36	245
0	60	208
1	272	180
2	2126	180
0	8527	177

Stop Event

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

Counts

19 → 1 418

Calls

Call 1

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

Outputs
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eval842.0ms (6.5%)

Memory: 46.6MiB live, 849.4MiB allocated
Compiler: Compiled 151 616 to 6 197 computations (95.9% saved)

prune78.0ms (0.6%)

Memory

-8.9MiB live, 253.6MiB allocated

Pruning

20 alts after pruning (18 fresh and 2 done)

	Pruned	Kept	Total
New	2 851	15	2 866
Fresh	6	3	9
Picked	3	2	5
Done	0	0	0
Total	2 860	20	2 880

Accuracy

100.0%

Counts

2 880 → 20

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	86.7%	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) t)))
▶	57.8%	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t)))
▶	99.4%	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
	46.9%	(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))
	46.9%	(/.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)))
	42.7%	(/.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))))
	42.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (neg.f64 (-.f64 (/.f64 (neg.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)))
	43.1%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	69.9%	(-.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)
▶	75.9%	(-.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))) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
	69.9%	(-.f64 (/.f64 (-.f64 (.f64 (.f64 x x) (neg.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (neg.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)))) (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))))) t)
	87.0%	(-.f64 #s(approx (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
✓	85.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	99.3%	(.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))))
	40.5%	(.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)) (pow.f64 (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) #s(literal -1 binary64)))
	16.7%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	42.8%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
▶	20.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
	99.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
✓	43.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 634 to 494 computations (22.1% saved)

simplify118.0ms (0.9%)

Memory

4.2MiB live, 120.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(/.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)))
cost-diff	0	(*.f64 x x)
cost-diff	0	(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))) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z)))
cost-diff	0	(-.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))) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
cost-diff	0	(neg.f64 y)
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) t)))
cost-diff	896	(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) t)
cost-diff	0	#s(approx (+ (* (log y) x) (neg t)) (neg.f64 t))
cost-diff	0	(neg.f64 y)
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t)))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
cost-diff	64	(-.f64 #s(literal 0 binary64) (*.f64 t t))
cost-diff	192	(+.f64 #s(literal 0 binary64) t)
cost-diff	1024	(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
cost-diff	0	(fma.f64 (log.f64 y) x (neg.f64 t))
cost-diff	0	(neg.f64 y)
cost-diff	0	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
cost-diff	0	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	57	353
0	90	336
1	157	336
2	307	329
3	719	327
4	1772	323
5	3755	323
6	5357	323
7	6457	323
8	7621	323
0	8005	322

Stop Event

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

Calls

Call 1

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

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

localize168.0ms (1.3%)

Memory

0.8MiB live, 359.0MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.5104675781475362	(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy	0.556273085656937	(/.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)))
accuracy	19.687703795066437	(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))) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z)))
accuracy	30.1639521960695	#s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z))
accuracy	0.00390625	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) t)))
accuracy	0.06640625	(fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))
accuracy	0.21875	(/.f64 (log.f64 y) t)
accuracy	8.51080901928522	(*.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) t)
accuracy	0	(neg.f64 t)
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0.00390625	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t)))
accuracy	30.942892915333015	#s(approx (+ (* (log y) x) (neg t)) (neg.f64 t))
accuracy	0	(+.f64 #s(literal 0 binary64) t)
accuracy	0	(*.f64 t t)
accuracy	29.051621591955463	(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
accuracy	36.366320705815376	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
accuracy	0	(log.f64 y)
accuracy	0.00390625	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
accuracy	0.10546875	(fma.f64 (log.f64 y) x (neg.f64 t))
accuracy	1.2914882341313305	#s(approx (log (+ 1 (neg y))) (neg.f64 y))

Samples

68.0ms	66×	1	valid
66.0ms	190×	0	valid

Compiler

Compiled 351 to 44 computations (87.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 93.0ms

ival-mult: 22.0ms (23.7% of total)

ival-log: 22.0ms (23.7% of total)

ival-add: 11.0ms (11.9% of total)

ival-div: 10.0ms (10.8% of total)

ival-pow2: 8.0ms (8.6% of total)

ival-sub: 7.0ms (7.5% of total)

adjust: 5.0ms (5.4% of total)

ival-neg: 5.0ms (5.4% of total)

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

exact: 1.0ms (1.1% of total)

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

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

series130.0ms (1%)

Memory

-14.2MiB live, 304.9MiB allocated

Counts

24 → 648

Calls

Call 1

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

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

12 calls:

Time	Variable		Point	Expression
14.0ms	t	@	inf	((+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (+ (* (log y) x) (neg t)) (* (+ (* x (/ (log y) t)) -1) t) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (log y) (* t t) (neg t) (/ (log y) t) (+ (* x (/ (log y) t)) -1) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (pow (log y) 2))
14.0ms	t	@	-inf	((+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (+ (* (log y) x) (neg t)) (* (+ (* x (/ (log y) t)) -1) t) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (log y) (* t t) (neg t) (/ (log y) t) (+ (* x (/ (log y) t)) -1) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (pow (log y) 2))
13.0ms	t	@	0	((+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (+ (* (log y) x) (neg t)) (* (+ (* x (/ (log y) t)) -1) t) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (log y) (* t t) (neg t) (/ (log y) t) (+ (* x (/ (log y) t)) -1) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (pow (log y) 2))
12.0ms	y	@	0	((+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (+ (* (log y) x) (neg t)) (* (+ (* x (/ (log y) t)) -1) t) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (log y) (* t t) (neg t) (/ (log y) t) (+ (* x (/ (log y) t)) -1) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (pow (log y) 2))
11.0ms	y	@	inf	((+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (+ (* (log y) x) (neg t)) (* (+ (* x (/ (log y) t)) -1) t) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (log y) (* t t) (neg t) (/ (log y) t) (+ (* x (/ (log y) t)) -1) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (pow (log y) 2))

simplify215.0ms (1.7%)

Memory

-2.5MiB live, 386.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	961	17879
1	3416	16106
0	8389	15249

Stop Event

1×	iter limit
1×	node limit

Counts

648 → 636

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))
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t
t
t
t
(* -1 (pow t 2))
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(+ (* 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))
(+ (* -1 t) (* x (log y)))
(+ (* -1 t) (* x (log y)))
(+ (* -1 t) (* x (log y)))
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(+ (* -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 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(- (+ (* -1 t) (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))))
(pow t 2)
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(* -1 t)
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t
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(* 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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(* -1 t)
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(* -1 t)
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(* -1 t)
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(pow t 2)
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(* -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 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
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(* x (log y))
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(+ (* x (log y)) (* z (- (* -1 (* z (+ (* -1 (/ (pow (log (- 1 y)) 2) (* x (log y)))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))) (* -1 (log (- 1 y))))))
(/ (log y) x)
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(* (pow z 2) (- (* z (+ (* -1 (/ (pow (log (- 1 y)) 3) (* (pow x 2) (pow (log y) 2)))) (* z (+ (* -1 (/ (* z (pow (log (- 1 y)) 5)) (* (pow x 4) (pow (log y) 4)))) (* -1 (/ (pow (log (- 1 y)) 4) (* (pow x 3) (pow (log y) 3)))))))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
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(/ (- (+ (* -1 (/ (* (pow x 3) (pow (log y) 5)) (* (pow z 3) (pow (log (- 1 y)) 4)))) (* -1 (/ (pow (log y) 2) (log (- 1 y))))) (+ (/ (* x (pow (log y) 3)) (* z (pow (log (- 1 y)) 2))) (/ (* (pow x 2) (pow (log y) 4)) (* (pow z 2) (pow (log (- 1 y)) 3))))) z)
(* z (log (- 1 y)))
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(* z (log (- 1 y)))
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(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y)) x)
(* x (- (+ (log y) (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (pow x 2)))) (* -1 (/ (* z (log (- 1 y))) x))))
(.f64 (+.f64 (-.f64 (log.f64 y) (/.f64 #s(literal 0 binary64) (.f64 x x))) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x))) x)
(* x (- (+ (log y) (* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (pow x 2)))) (* -1 (/ (* z (log (- 1 y))) x))))
(.f64 (+.f64 (-.f64 (log.f64 y) (/.f64 #s(literal 0 binary64) (.f64 x x))) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x))) x)
(pow x 2)
(*.f64 x x)
(pow x 2)
(*.f64 x x)
(pow x 2)
(*.f64 x x)
(pow x 2)
(*.f64 x x)
(/ (log y) x)
(/.f64 (log.f64 y) x)
(/ (+ (log y) (/ (* z (log (- 1 y))) x)) x)
(/.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y)) x)
(/ (- (+ (log y) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (log y)))) (* -1 (/ (* z (log (- 1 y))) x))) x)
(/.f64 (+.f64 (fma.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 (.f64 x x) (log.f64 y))) (log.f64 y)) (.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x))) x)
(/ (- (+ (log y) (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* (pow x 3) (pow (log y) 2)))) (+ (* -1 (/ (* z (log (- 1 y))) x)) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* (pow x 2) (log y)))))) x)
(/.f64 (-.f64 (fma.f64 (pow.f64 z #s(literal 3 binary64)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) (.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (log.f64 y)) (neg.f64 (fma.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 (.f64 x x) (log.f64 y))) (*.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x))))) x)
(/ (* x (log y)) t)
(*.f64 x (/.f64 (log.f64 y) t))
(* x (- (/ (log y) t) (/ 1 x)))
(*.f64 (-.f64 (/.f64 (log.f64 y) t) (/.f64 #s(literal 1 binary64) x)) x)
(* x (- (/ (log y) t) (/ 1 x)))
(*.f64 (-.f64 (/.f64 (log.f64 y) t) (/.f64 #s(literal 1 binary64) x)) x)
(* x (- (/ (log y) t) (/ 1 x)))
(*.f64 (-.f64 (/.f64 (log.f64 y) t) (/.f64 #s(literal 1 binary64) x)) x)
(* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y))))
(.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (*.f64 (neg.f64 (log.f64 y)) x)))
(/ (- (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) x)
(/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) x) (/.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (log.f64 y)))) (neg.f64 x))
(/ (- (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) x)
(/.f64 (-.f64 (neg.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 4 binary64)) (.f64 x x)) (/.f64 (pow.f64 z #s(literal 4 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))) (.f64 (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) x) (/.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) (.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (log.f64 y)))) x)
(/ (- (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (+ (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* (pow x 2) (pow (log y) 3)))) (* -1 (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* (pow x 3) (pow (log y) 4)))))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) x)
(/.f64 (fma.f64 (neg.f64 (/.f64 (pow.f64 z #s(literal 3 binary64)) x)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (-.f64 (neg.f64 (fma.f64 (pow.f64 z #s(literal 5 binary64)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 5 binary64)) (.f64 (pow.f64 (log.f64 y) #s(literal 4 binary64)) (pow.f64 x #s(literal 3 binary64)))) (.f64 (pow.f64 z #s(literal 4 binary64)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 4 binary64)) (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (.f64 x x)))))) (.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (log.f64 y))))) x)
(* x (log y))
(*.f64 (log.f64 y) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* 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)
(* x (log y))
(*.f64 (log.f64 y) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* x (log y))
(*.f64 (log.f64 y) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* 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)
(* 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)
(* x (log y))
(*.f64 (log.f64 y) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* z (log (- 1 y))) t) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* x (log y))
(*.f64 (log.f64 y) x)
(* -1 (* x (+ (* -1 (log y)) (+ (* -1 (/ (* z (log (- 1 y))) x)) (/ t x)))))
(fma.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y)) x (*.f64 (/.f64 t x) (neg.f64 x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (+ t (* -1 (* z (log (- 1 y)))))) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (+ t (* -1 (* z (log (- 1 y)))))) x)))))
(*.f64 (neg.f64 x) (-.f64 (neg.f64 (log.f64 y)) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (neg.f64 t)) x)))
(* x (log y))
(*.f64 (log.f64 y) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x)))))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (* -1 (* z (log (- 1 y))))) x)))))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))) (* -1 (* z (log (- 1 y))))) x)))))
(*.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y)) x)
(pow x 2)
(*.f64 x x)
(pow x 2)
(*.f64 x x)
(pow x 2)
(*.f64 x x)
(pow x 2)
(*.f64 x x)
(/ (log y) x)
(/.f64 (log.f64 y) x)
(* -1 (/ (+ (* -1 (log y)) (* -1 (/ (* z (log (- 1 y))) x))) x))
(/.f64 (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) x) (log.f64 y)) x)
(* -1 (/ (+ (* -1 (log y)) (* -1 (/ (- (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y))) (* -1 (* z (log (- 1 y))))) x))) x))
(/.f64 (fma.f64 (/.f64 (fma.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (.f64 (log.f64 y) x)) (*.f64 (log1p.f64 (neg.f64 y)) z)) (neg.f64 x)) #s(literal -1 binary64) (log.f64 y)) x)
(* -1 (/ (+ (* -1 (log y)) (* -1 (/ (- (* -1 (/ (- (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) x)) (* -1 (* z (log (- 1 y))))) x))) x))
(/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) x) (/.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (log.f64 y)))) (neg.f64 x)) #s(literal -1 binary64) (*.f64 (log1p.f64 (neg.f64 y)) z)) (neg.f64 x)) #s(literal -1 binary64) (log.f64 y)) x)
(/ (* x (log y)) t)
(*.f64 x (/.f64 (log.f64 y) t))
(* -1 (* x (+ (* -1 (/ (log y) t)) (/ 1 x))))
(fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))
(* -1 (* x (+ (* -1 (/ (log y) t)) (/ 1 x))))
(fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))
(* -1 (* x (+ (* -1 (/ (log y) t)) (/ 1 x))))
(fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64))
(* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y))))
(.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (*.f64 (neg.f64 (log.f64 y)) x)))
(* -1 (/ (- (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (* x (pow (log y) 2))) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)))) x))
(/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) x) (/.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (.f64 (.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (log.f64 y)))) (neg.f64 x))
(* -1 (/ (- (* -1 (/ (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2))) (* -1 (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (* x (pow (log y) 3))))) x)) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)))) x))
(/.f64 (fma.f64 (/.f64 (neg.f64 (fma.f64 (/.f64 (pow.f64 z #s(literal 4 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 4 binary64)) x) (.f64 (pow.f64 z #s(literal 3 binary64)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) x) #s(literal -1 binary64) (.f64 (*.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (log.f64 y)))) (neg.f64 x))
(* -1 (/ (- (* -1 (/ (+ (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2))) (* -1 (/ (+ (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (pow (log y) 3)) (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* x (pow (log y) 4)))) x))) x)) (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y)))) x))
(/.f64 (fma.f64 (/.f64 (neg.f64 (fma.f64 (pow.f64 z #s(literal 3 binary64)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 3 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (/.f64 (fma.f64 (/.f64 (pow.f64 z #s(literal 5 binary64)) (pow.f64 (log.f64 y) #s(literal 4 binary64))) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 5 binary64)) x) (.f64 (pow.f64 z #s(literal 4 binary64)) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 4 binary64)) (pow.f64 (log.f64 y) #s(literal 3 binary64))))) x))) x) #s(literal -1 binary64) (.f64 (*.f64 z z) (/.f64 (pow.f64 (log1p.f64 (neg.f64 y)) #s(literal 2 binary64)) (log.f64 y)))) (neg.f64 x))

rewrite216.0ms (1.7%)

Memory

11.5MiB live, 373.6MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	57	279
0	90	279
1	362	261
2	2869	247
0	10082	228

Stop Event

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

Counts

24 → 830

Calls

Call 1

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

Outputs
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eval283.0ms (2.2%)

Memory: 9.3MiB live, 670.8MiB allocated
Compiler: Compiled 49 850 to 4 480 computations (91% saved)

prune60.0ms (0.5%)

Memory

30.1MiB live, 190.4MiB allocated

Pruning

25 alts after pruning (22 fresh and 3 done)

	Pruned	Kept	Total
New	1 809	16	1 825
Fresh	7	6	13
Picked	4	1	5
Done	0	2	2
Total	1 820	25	1 845

Accuracy

100.0%

Counts

1 845 → 25

Alt Table

Click to see full alt table

Status	Accuracy	Program
	34.6%	(fma.f64 (pow.f64 (fma.f64 x (log.f64 y) t) #s(literal 2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) t) #s(literal -1 binary64)) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))
	61.5%	(fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal -1 binary64)) (.f64 x x)) (-.f64 #s(approx (neg (/ (pow ( (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 y) z)) t))
	50.9%	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (/.f64 (.f64 (fma.f64 (/.f64 (log.f64 y) t) x #s(literal -1 binary64)) (.f64 t t)) t)))
▶	86.6%	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (*.f64 (fma.f64 x (/.f64 #s(literal 1 binary64) (/.f64 t (log.f64 y))) #s(literal -1 binary64)) t)))
	36.3%	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (.f64 (fma.f64 x (.f64 (/.f64 (log.f64 y) (pow.f64 t #s(literal 3 binary64))) (*.f64 t t)) #s(literal -1 binary64)) t)))
	71.2%	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (.f64 (fma.f64 x (.f64 (/.f64 (log.f64 y) (*.f64 t t)) t) #s(literal -1 binary64)) t)))
	57.8%	(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
	57.7%	(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
	57.6%	(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
✓	99.4%	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
	86.4%	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) t)))
▶	56.9%	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (*.f64 (log.f64 y) x)))
	57.3%	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t)))
	42.7%	(/.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))))
	42.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (neg.f64 (-.f64 (/.f64 (neg.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)))
▶	43.1%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	76.4%	(-.f64 (fma.f64 (.f64 x x) #s(approx (/ (pow (log y) 2) (+ ( (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/.f64 (log.f64 y) x)) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
▶	87.0%	(-.f64 #s(approx (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
✓	85.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	16.7%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	42.8%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
	20.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) t))
	2.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (*.f64 t t) t))
✓	43.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
▶	2.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) t)

Compiler

Compiled 631 to 568 computations (10% saved)

simplify111.0ms (0.9%)

Memory

-42.1MiB live, 170.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 16 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	56	340
0	81	331
1	142	323
2	247	317
3	613	308
4	1537	305
5	4675	291
6	7354	289
0	8009	283

Stop Event

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

Calls

Call 1

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

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

localize520.0ms (4%)

Memory

9.9MiB live, 196.3MiB allocated

Localize:

Found 16 expressions of interest:

New	Metric	Score
accuracy	0.06640625	(fma.f64 x (/.f64 #s(literal 1 binary64) (/.f64 t (log.f64 y))) #s(literal -1 binary64))
accuracy	0.26171875	(/.f64 #s(literal 1 binary64) (/.f64 t (log.f64 y)))
accuracy	0.265625	(/.f64 t (log.f64 y))
accuracy	8.51080901928522	(*.f64 (fma.f64 x (/.f64 #s(literal 1 binary64) (/.f64 t (log.f64 y))) #s(literal -1 binary64)) t)
accuracy	0.00390625	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (*.f64 (log.f64 y) x)))
accuracy	0.2578125	(*.f64 (log.f64 y) x)
accuracy	1.2914882341313305	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
accuracy	32.345886220924754	#s(approx (+ (* (log y) x) (neg t)) (*.f64 (log.f64 y) x))
accuracy	0	(/.f64 #s(literal -1 binary64) t)
accuracy	0.25619125976844204	(/.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	36.2556431733273	#s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t))
accuracy	62.584396536944034	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) t)
accuracy	0.0078125	(-.f64 #s(approx (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
accuracy	0.140625	(fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y)))
accuracy	0.25	(/.f64 (log.f64 y) z)
accuracy	8.324301902552868	(*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)

Samples

221.0ms	66×	1	valid
70.0ms	190×	0	valid

Compiler

Compiled 304 to 46 computations (84.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 252.0ms

ival-sub: 168.0ms (66.7% of total)

ival-log: 21.0ms (8.3% of total)

ival-mult: 20.0ms (7.9% of total)

ival-div: 15.0ms (6% of total)

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

ival-pow2: 6.0ms (2.4% of total)

adjust: 5.0ms (2% of total)

ival-neg: 4.0ms (1.6% of total)

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

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

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

exact: 0.0ms (0% of total)

series393.0ms (3%)

Memory

41.3MiB live, 235.3MiB allocated

Counts

20 → 648

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
223.0ms	z	@	inf	((* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/ 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 (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (* (+ (* x (/ 1 (/ t (log y)))) -1) t) (/ 1 (/ t (log y))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (/ (log y) z) (* (log y) x) (/ t (log y)) (+ (* x (/ 1 (/ t (log y)))) -1))
18.0ms	t	@	-inf	((* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/ 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 (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (* (+ (* x (/ 1 (/ t (log y)))) -1) t) (/ 1 (/ t (log y))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (/ (log y) z) (* (log y) x) (/ t (log y)) (+ (* x (/ 1 (/ t (log y)))) -1))
17.0ms	x	@	0	((* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/ 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 (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (* (+ (* x (/ 1 (/ t (log y)))) -1) t) (/ 1 (/ t (log y))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (/ (log y) z) (* (log y) x) (/ t (log y)) (+ (* x (/ 1 (/ t (log y)))) -1))
17.0ms	y	@	inf	((* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/ 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 (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (* (+ (* x (/ 1 (/ t (log y)))) -1) t) (/ 1 (/ t (log y))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (/ (log y) z) (* (log y) x) (/ t (log y)) (+ (* x (/ 1 (/ t (log y)))) -1))
12.0ms	z	@	-inf	((* (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) z) (- (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (+ (* x (/ (log y) z)) (log (+ 1 (neg y)))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/ 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 (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (neg y) (+ (* (log y) x) (neg t)) (* (+ (* x (/ 1 (/ t (log y)))) -1) t) (/ 1 (/ t (log y))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (/ (log y) z) (* (log y) x) (/ t (log y)) (+ (* x (/ 1 (/ t (log y)))) -1))

simplify310.0ms (2.4%)

Memory

-2.7MiB live, 280.2MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	915	16590
1	3111	14724
0	8238	13853

Stop Event

1×	iter limit
1×	node limit

Counts

648 → 648

Calls

Call 1

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

rewrite198.0ms (1.5%)

Memory

-10.3MiB live, 267.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	56	291
0	81	280
1	361	215
2	2623	215
0	8901	210

Stop Event

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

Counts

20 → 288

Calls

Call 1

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

Outputs
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eval445.0ms (3.4%)

Memory: -38.9MiB live, 301.7MiB allocated
Compiler: Compiled 25 454 to 2 515 computations (90.1% saved)

prune42.0ms (0.3%)

Memory

19.2MiB live, 96.7MiB allocated

Pruning

26 alts after pruning (20 fresh and 6 done)

	Pruned	Kept	Total
New	1 008	3	1 011
Fresh	0	17	17
Picked	2	3	5
Done	0	3	3
Total	1 010	26	1 036

Accuracy

100.0%

Counts

1 036 → 26

Alt Table

Click to see full alt table

Status	Accuracy	Program
	34.6%	(fma.f64 (pow.f64 (fma.f64 x (log.f64 y) t) #s(literal 2 binary64)) (pow.f64 (fma.f64 x (log.f64 y) t) #s(literal -1 binary64)) (*.f64 z #s(approx (log (+ 1 (neg y))) (neg.f64 y))))
	61.5%	(fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 y) (.f64 x (log.f64 y))) #s(literal -1 binary64)) (.f64 x x)) (-.f64 #s(approx (neg (/ (pow ( (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 y) z)) t))
	50.9%	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (/.f64 (.f64 (fma.f64 (/.f64 (log.f64 y) t) x #s(literal -1 binary64)) (.f64 t t)) t)))
	36.3%	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (.f64 (fma.f64 x (.f64 (/.f64 (log.f64 y) (pow.f64 t #s(literal 3 binary64))) (*.f64 t t)) #s(literal -1 binary64)) t)))
	71.2%	(fma.f64 (log1p.f64 (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (.f64 (fma.f64 x (.f64 (/.f64 (log.f64 y) (*.f64 t t)) t) #s(literal -1 binary64)) t)))
	57.8%	(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
	57.7%	(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
	57.6%	(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
✓	99.4%	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
	86.4%	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) t)))
	86.4%	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (*.f64 (fma.f64 x (/.f64 #s(literal 1 binary64) (/.f64 t (log.f64 y))) #s(literal -1 binary64)) t)))
✓	56.9%	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (*.f64 (log.f64 y) x)))
	57.3%	(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t)))
	42.7%	(/.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))))
	42.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (neg.f64 (-.f64 (/.f64 (neg.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)))
✓	43.1%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	76.4%	(-.f64 (fma.f64 (.f64 x x) #s(approx (/ (pow (log y) 2) (+ ( (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (/.f64 (log.f64 y) x)) #s(approx (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
	86.5%	(-.f64 #s(approx (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) #s(approx (log (+ 1 (neg y))) (neg.f64 y))) z)) t)
	72.2%	(-.f64 #s(approx (+ (* (* x x) (/ (pow (log y) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (.f64 #s(approx (+ ( x (/ (log y) z)) (log (+ 1 (neg y)))) (/.f64 (*.f64 (log.f64 y) x) z)) z)) t)
✓	85.0%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	16.7%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	42.8%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
	20.6%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) t))
	2.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (/.f64 (*.f64 t t) t))
✓	43.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
✓	2.2%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) t)

Compiler

Compiled 1 148 to 522 computations (54.5% saved)

regimes94.0ms (0.7%)

Memory

10.5MiB live, 130.1MiB allocated

Counts

49 → 1

Calls

Call 1

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

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

Calls

6 calls:

17.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
16.0ms	y
16.0ms	t
14.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
14.0ms	z

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes79.0ms (0.6%)

Memory

-19.0MiB live, 61.2MiB allocated

Counts

25 → 1

Calls

Call 1

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

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

Calls

6 calls:

26.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
20.0ms	x
8.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
8.0ms	z
8.0ms	t

Results

Accuracy	Segments	Branch
99.4%	1	`x`
99.4%	1	`y`
99.4%	1	`z`
99.4%	1	`t`
99.4%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.4%	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)

regimes45.0ms (0.3%)

Memory

-5.6MiB live, 67.5MiB allocated

Counts

19 → 1

Calls

Call 1

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

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:

10.0ms	t
8.0ms	x
7.0ms	z
7.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

Accuracy	Segments	Branch
99.4%	1	`x`
99.4%	1	`y`
99.4%	1	`z`
99.4%	1	`t`
99.4%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.4%	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)

regimes39.0ms (0.3%)

Memory

21.3MiB live, 60.0MiB allocated

Counts

18 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

6.0ms	t
6.0ms	z
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	x

Results

Accuracy	Segments	Branch
93.1%	3	`x`
85.0%	1	`y`
92.4%	3	`z`
93.6%	3	`t`
91.3%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
92.7%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes13.0ms (0.1%)

Memory

15.2MiB live, 15.2MiB allocated

Counts

17 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

2 calls:

6.0ms	t
6.0ms	x

Results

Accuracy	Segments	Branch
93.1%	3	`x`
85.0%	1	`t`

Compiler

Compiled 2 to 8 computations (-300% saved)

regimes37.0ms (0.3%)

Memory

-6.5MiB live, 37.8MiB allocated

Counts

14 → 3

Calls

Call 1

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

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

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

Calls

6 calls:

10.0ms	x
5.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
5.0ms	t
5.0ms	z

Results

Accuracy	Segments	Branch
65.9%	5	`y`
72.5%	3	`t`
61.9%	2	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
57.8%	1	`z`
81.0%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
81.8%	3	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes37.0ms (0.3%)

Memory

-11.2MiB live, 27.2MiB allocated

Counts

10 → 1

Calls

Call 1

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

Outputs

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

Calls

5 calls:

20.0ms	x
4.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
4.0ms	y
4.0ms	t

Results

Accuracy	Segments	Branch
57.8%	1	`y`
57.8%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
57.8%	1	`t`
57.8%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
57.8%	1	`x`

Compiler

Compiled 27 to 35 computations (-29.6% saved)

regimes25.0ms (0.2%)

Memory

5.4MiB live, 42.6MiB allocated

Counts

9 → 1

Calls

Call 1

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

Outputs

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

Calls

6 calls:

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

Results

Accuracy	Segments	Branch
57.7%	1	`y`
57.7%	1	`z`
57.7%	1	`x`
57.7%	1	`t`
57.7%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
57.7%	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)

regimes24.0ms (0.2%)

Memory

0.6MiB live, 37.8MiB allocated

Counts

8 → 1

Calls

Call 1

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

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

Calls

6 calls:

6.0ms	t
4.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
3.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
3.0ms	x
3.0ms	z

Results

Accuracy	Segments	Branch
57.6%	1	`y`
57.6%	1	`z`
57.6%	1	`x`
57.6%	1	`t`
57.6%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
57.6%	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)

regimes22.0ms (0.2%)

Memory

-18.5MiB live, 29.0MiB allocated

Counts

5 → 1

Calls

Call 1

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

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

Calls

6 calls:

8.0ms	x
3.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
3.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms	z
2.0ms	y

Results

Accuracy	Segments	Branch
57.3%	1	`y`
57.3%	1	`z`
57.3%	1	`x`
57.3%	1	`t`
57.3%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
57.3%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes11.0ms (0.1%)

Memory

23.7MiB live, 23.7MiB allocated

Counts

2 → 1

Calls

Call 1

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

6 calls:

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

Results

Accuracy	Segments	Branch
43.2%	1	`y`
43.2%	1	`z`
43.2%	1	`x`
43.2%	1	`t`
43.2%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
43.2%	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)

regimes11.0ms (0.1%)

Memory

-13.7MiB live, 23.8MiB 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) t)

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

Calls

6 calls:

3.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
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	y
1.0ms	x

Results

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

Compiler

Compiled 28 to 39 computations (-39.3% saved)

bsearch60.0ms (0.5%)

Memory

22.5MiB live, 98.5MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
30.0ms	2.2247793801037558e-97	3.832935729683071e-93
27.0ms	-4.113127017056221e-76	-1.4965337692373323e-77

Samples

34.0ms	95×	1	valid
13.0ms	145×	0	valid

Compiler

Compiled 271 to 319 computations (-17.7% saved)

Precisions

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

ival-log: 23.0ms (59.7% of total)

ival-mult: 7.0ms (18.2% of total)

ival-sub: 3.0ms (7.8% of total)

adjust: 2.0ms (5.2% of total)

ival-add: 2.0ms (5.2% of total)

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

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

exact: 0.0ms (0% of total)

bsearch52.0ms (0.4%)

Memory

-2.8MiB live, 76.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
26.0ms	5.840998817584616e-99	2.2132106602321324e-97
23.0ms	-2.5705937711472483e-25	-1.9206194533172815e-26

Samples

25.0ms	70×	1	valid
15.0ms	138×	0	valid

Compiler

Compiled 302 to 331 computations (-9.6% saved)

Precisions

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

ival-log: 23.0ms (69.4% of total)

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

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

adjust: 2.0ms (6% of total)

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

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

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

exact: 0.0ms (0% of total)

bsearch62.0ms (0.5%)

Memory

-9.6MiB live, 105.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
32.0ms	1.6710494880065126e+100	1.4503586848528858e+104
27.0ms	-3.6523580832499015e+68	-8.48860228313973e+65

Samples

24.0ms	67×	1	valid
21.0ms	189×	0	valid

Compiler

Compiled 384 to 419 computations (-9.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 37.0ms

ival-log: 21.0ms (57.1% of total)

ival-mult: 9.0ms (24.5% of total)

ival-sub: 3.0ms (8.2% of total)

adjust: 2.0ms (5.4% of total)

ival-add: 1.0ms (2.7% of total)

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

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

exact: 0.0ms (0% of total)

simplify27.0ms (0.2%)

Memory

-3.0MiB live, 75.3MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	76	393
1	90	393
2	98	393
3	102	393
4	103	393

Stop Event

1×

saturated

Calls

Call 1

Inputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
(fma.f64 #s(approx (log (+ 1 (neg y))) (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 t #s(literal -5345182401901691/65185151242703554760590262029100101153646988597309960020356494379340201592426774597868716032 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 t #s(literal 2465969711912525/1174271291386916613944740298394668513687841274454159935353645485766104512557304221731849499192384351515967488 binary64)) (fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ ( (log y) x) (neg t)) (.f64 (log.f64 y) x))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -7317432018267861/348449143727040986586495598010130648530944 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 4040244775997481/38478521676166483605741250097796497856523182881313912761668255277583712667477744737709244389536050430475222646784 binary64)) (fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -35999999999999998779892857570330318645833910871501831351807760138240 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 4300000000000000087809120694224938310589766750731660064030039240352965884551387953538834945970515476480 binary64)) (fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) t)

Outputs
(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
(fma.f64 #s(approx (log (+ 1 (neg y))) (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 t #s(literal -5345182401901691/65185151242703554760590262029100101153646988597309960020356494379340201592426774597868716032 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 t #s(literal 2465969711912525/1174271291386916613944740298394668513687841274454159935353645485766104512557304221731849499192384351515967488 binary64)) (fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ ( (log y) x) (neg t)) (.f64 (log.f64 y) x))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 t #s(literal -5345182401901691/65185151242703554760590262029100101153646988597309960020356494379340201592426774597868716032 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 t #s(literal 2465969711912525/1174271291386916613944740298394668513687841274454159935353645485766104512557304221731849499192384351515967488 binary64)) (fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ ( (log y) x) (neg t)) (.f64 x (log.f64 y)))) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -7317432018267861/348449143727040986586495598010130648530944 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 4040244775997481/38478521676166483605741250097796497856523182881313912761668255277583712667477744737709244389536050430475222646784 binary64)) (fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -7317432018267861/348449143727040986586495598010130648530944 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 4040244775997481/38478521676166483605741250097796497856523182881313912761668255277583712667477744737709244389536050430475222646784 binary64)) (fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -35999999999999998779892857570330318645833910871501831351807760138240 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 4300000000000000087809120694224938310589766750731660064030039240352965884551387953538834945970515476480 binary64)) (fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (<=.f64 x #s(literal -35999999999999998779892857570330318645833910871501831351807760138240 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 4300000000000000087809120694224938310589766750731660064030039240352965884551387953538834945970515476480 binary64)) (fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
(fma.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z #s(approx (+ ( (log y) x) (neg t)) (neg.f64 t)))
(fma.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z #s(approx (+ (* (log y) x) (neg t)) (neg.f64 t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) t)

soundness1.9s (14.3%)

Memory

15.3MiB live, 936.4MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	36	245
0	60	208
1	272	180
2	2126	180
0	8527	177
0	192	1688
1	585	1578
2	1784	1526
3	5194	1494
0	8309	1337
0	12	38
0	19	38
1	67	38
2	506	38
3	6739	38
0	8211	32
0	1357	22992
1	4775	20817
0	8198	19679
0	57	279
0	90	279
1	362	261
2	2869	247
0	10082	228
0	961	17879
1	3416	16106
0	8389	15249

Stop Event

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

Compiler

Compiled 607 to 420 computations (30.8% saved)

preprocess102.0ms (0.8%)

Memory: -20.7MiB live, 176.5MiB allocated
Compiler: Compiled 478 to 192 computations (59.8% 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%)

analyze97.0ms (0.7%)

sample3.1s (24.2%)

explain425.0ms (3.3%)

preprocess162.0ms (1.2%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify24.0ms (0.2%)

localize185.0ms (1.4%)

series170.0ms (1.3%)

simplify189.0ms (1.5%)

rewrite200.0ms (1.5%)

eval124.0ms (1%)

prune60.0ms (0.5%)

simplify387.0ms (3%)

localize186.0ms (1.4%)

series175.0ms (1.3%)

simplify360.0ms (2.8%)

rewrite369.0ms (2.8%)

eval842.0ms (6.5%)

prune78.0ms (0.6%)

simplify118.0ms (0.9%)

localize168.0ms (1.3%)

series130.0ms (1%)

simplify215.0ms (1.7%)

rewrite216.0ms (1.7%)

eval283.0ms (2.2%)

prune60.0ms (0.5%)

simplify111.0ms (0.9%)

localize520.0ms (4%)

series393.0ms (3%)

simplify310.0ms (2.4%)

rewrite198.0ms (1.5%)

eval445.0ms (3.4%)

prune42.0ms (0.3%)

regimes94.0ms (0.7%)

regimes79.0ms (0.6%)

regimes45.0ms (0.3%)

regimes39.0ms (0.3%)

regimes13.0ms (0.1%)

regimes37.0ms (0.3%)

regimes37.0ms (0.3%)

regimes25.0ms (0.2%)

regimes24.0ms (0.2%)

regimes22.0ms (0.2%)

regimes11.0ms (0.1%)

regimes11.0ms (0.1%)

bsearch60.0ms (0.5%)

bsearch52.0ms (0.4%)

bsearch62.0ms (0.5%)

simplify27.0ms (0.2%)

soundness1.9s (14.3%)

preprocess102.0ms (0.8%)

end0.0ms (0%)

Profiling

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