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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze86.0ms (0.6%)

Memory

29.6MiB live, 176.5MiB 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)

sample3.5s (22.3%)

Memory

-22.2MiB live, 2 579.1MiB allocated

Samples

1.7s	2 409×	1	valid
1.1s	5 847×	0	valid
0.0ms	6×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 2.5s

ival-log: 1.3s (52.7% of total)

ival-mult: 543.0ms (22.2% of total)

ival-sub: 479.0ms (19.5% of total)

adjust: 69.0ms (2.8% of total)

ival-add: 52.0ms (2.1% of total)

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

exact: 6.0ms (0.2% of total)

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

Bogosity

explain670.0ms (4.3%)

Memory

5.8MiB live, 670.3MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
256	-	-	`(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	256	0

Confusion

	Predicted +	Predicted -
+	42	0
-	214	0

Precision

0.1640625

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	42	0	0
-	214	0	0

Precision?

0.1640625

Recall?

1.0

Freqs

test

number	freq
1	256

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

136.0ms	396×	1	valid
87.0ms	98×	2	valid
2.0ms	18×	0	valid

Compiler

Compiled 257 to 106 computations (58.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 188.0ms

ival-log: 110.0ms (58.6% of total)

ival-mult: 45.0ms (24% of total)

adjust: 15.0ms (8% of total)

ival-sub: 12.0ms (6.4% of total)

ival-add: 5.0ms (2.7% of total)

ival-true: 1.0ms (0.5% of total)

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

exact: 0.0ms (0% of total)

preprocess186.0ms (1.2%)

Memory

-20.8MiB live, 101.5MiB 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)

prune1.0ms (0%)

Memory

2.0MiB live, 2.0MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	85.5%	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Compiler

Compiled 13 to 12 computations (7.7% saved)

simplify22.0ms (0.1%)

Memory

0.1MiB live, 37.4MiB 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

localize124.0ms (0.8%)

Memory

-10.4MiB live, 271.1MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(*.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy	0.01171875	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy	0.2578125	(*.f64 x (log.f64 y))
accuracy	59.35718235126797	(log.f64 (-.f64 #s(literal 1 binary64) y))

Samples

82.0ms	198×	1	valid
29.0ms	49×	2	valid
1.0ms	9×	0	valid

Compiler

Compiled 98 to 26 computations (73.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 88.0ms

ival-log: 64.0ms (72.5% of total)

ival-mult: 8.0ms (9.1% of total)

adjust: 7.0ms (7.9% of total)

ival-sub: 6.0ms (6.8% of total)

ival-add: 4.0ms (4.5% of total)

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

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

exact: 0.0ms (0% of total)

series360.0ms (2.3%)

Memory

6.8MiB live, 239.5MiB 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>) () ())) ())
#s(alt (* z (log (- 1 y))) (taylor inf 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>) () ())) ())
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#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
119.0ms	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))))
90.0ms	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))))
48.0ms	x	@	-inf	((+ (* x (log y)) (* z (log (- 1 y)))) (log (- 1 y)) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (* x (log y)) (* z (log (- 1 y))))
35.0ms	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))))
13.0ms	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))))

simplify274.0ms (1.8%)

Memory

23.0MiB live, 180.6MiB 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)))))
(fma.f64 (log1p.f64 (neg.f64 y)) z (-.f64 (*.f64 (log.f64 y) x) t))
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(* -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)

rewrite262.0ms (1.7%)

Memory

-23.9MiB live, 296.3MiB 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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eval51.0ms (0.3%)

Memory: 19.8MiB live, 131.8MiB allocated
Compiler: Compiled 11 810 to 1 193 computations (89.9% saved)

prune22.0ms (0.1%)

Memory

18.3MiB live, 62.4MiB 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
	26.7%	(/.f64 (-.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) #s(literal 4 binary64)) (pow.f64 t #s(literal 4 binary64))) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (fma.f64 t t (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) #s(literal 2 binary64)))))
▶	99.6%	(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
	93.6%	(-.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)
	72.9%	(-.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)
▶	93.7%	(-.f64 (fma.f64 x (/.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) (neg.f64 (/.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))))) t)
	72.7%	(-.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (neg.f64 x) (log.f64 y))) (-.f64 (pow.f64 (.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) x) #s(literal 2 binary64))))) t)
▶	99.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
	60.2%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
▶	84.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	99.2%	(.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) (.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))) (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x t)) #s(literal -1 binary64))))
	99.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
	17.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
	41.5%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
▶	45.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 580 to 372 computations (35.9% saved)

simplify309.0ms (2%)

Memory

-15.6MiB live, 216.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	39	365
0	66	326
1	124	326
2	250	324
3	623	324
4	1502	324
5	3484	316
6	4399	316
7	4788	316
8	4839	316
9	4851	316
10	4855	316
11	5507	316
12	5819	316
13	5867	316
14	6019	316
15	6059	316
16	6059	316
17	6059	314
18	6107	314
19	6379	297
20	7543	297
0	8011	292

Stop Event

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

Calls

Call 1

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

localize216.0ms (1.4%)

Memory

-12.6MiB live, 312.6MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.28515625	(*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x)
accuracy	0.5052337890737681	(pow.f64 (log.f64 y) #s(literal 2 binary64))
accuracy	0.5693624650122205	(/.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x)))
accuracy	8.030234985057652	(/.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 (neg.f64 y) z (*.f64 (log.f64 y) x))
accuracy	0.00390625	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
accuracy	0.2578125	(*.f64 (log.f64 y) x)
accuracy	0.29854946447092895	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x)))
accuracy	0	(log.f64 y)
accuracy	0.00390625	(-.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	19.390046132433028	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x))
accuracy	0	(neg.f64 t)
accuracy	35.00955228146007	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
accuracy	0.00390625	(fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))
accuracy	0.11328125	(fma.f64 (log.f64 y) x (neg.f64 t))
accuracy	0.25	(/.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	0.3586554224913767	(/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t))))

Samples

113.0ms	127×	1	valid
68.0ms	129×	0	valid

Compiler

Compiled 700 to 70 computations (90% saved)

Precisions

Click to see histograms. Total time spent on operations: 145.0ms

ival-log: 66.0ms (45.6% of total)

ival-mult: 22.0ms (15.2% of total)

ival-sub: 11.0ms (7.6% of total)

adjust: 10.0ms (6.9% of total)

ival-add: 10.0ms (6.9% of total)

ival-div: 9.0ms (6.2% of total)

ival-pow2: 8.0ms (5.5% of total)

ival-neg: 5.0ms (3.5% of total)

ival-log1p: 3.0ms (2.1% of total)

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

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

exact: 0.0ms (0% of total)

series176.0ms (1.1%)

Memory

5.9MiB live, 240.7MiB allocated

Counts

22 → 732

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
24.0ms	y	@	inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (+ (* x (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* x (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (log y) x) (neg t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* (pow (log y) 2) x))
23.0ms	y	@	-inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (+ (* x (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* x (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (log y) x) (neg t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* (pow (log y) 2) x))
16.0ms	x	@	inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (+ (* x (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* x (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (log y) x) (neg t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* (pow (log y) 2) x))
14.0ms	x	@	0	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (+ (* x (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* x (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (log y) x) (neg t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* (pow (log y) 2) x))
11.0ms	x	@	-inf	((/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))) (log (+ 1 (neg y))) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg t) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (neg y) (+ (* x (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (- (+ (* x (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) t) (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (+ (* (log y) x) (neg t)) (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))) (pow (log y) 2) (* (pow (log y) 2) x))

simplify388.0ms (2.5%)

Memory

26.9MiB live, 256.8MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1369	24789
1	4849	22498
0	8320	21246

Stop Event

1×	iter limit
1×	node limit

Counts

732 → 732

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 (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))
(+ (* t (+ (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(+ (* t (+ (* t (+ (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3)) (/ t (pow (+ (* x (log y)) (* z (log (- 1 y)))) 4)))) (/ 1 (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)))) (/ 1 (+ (* x (log y)) (* z (log (- 1 y))))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(* -1 t)
(* -1 t)
(* -1 t)
(* -1 t)
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(- (/ (* (pow x 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))
(+ (* -1 t) (* x (log y)))
(+ (* -1 t) (* x (log y)))
(+ (* -1 t) (* x (log y)))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(/ -1 t)
(/ (- (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)) 1) t)
(/ (- (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2))) (+ 1 (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)))) t)
(/ (- (* -1 (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ 1 (+ (/ (* x (log y)) t) (+ (/ (* z (log (- 1 y))) t) (/ (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2) (pow t 2)))))) t)
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 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))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* t (- (+ (/ (* x (log y)) t) (/ (* z (log (- 1 y))) t)) 1))
(* -1 t)
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* t (- (/ (* (pow x 2) (pow (log y) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) (+ 1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* t (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))))))
(* -1 t)
(* t (- (/ (* x (log y)) t) 1))
(* t (- (/ (* x (log y)) t) 1))
(* t (- (/ (* x (log y)) t) 1))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
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(* -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))
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(* -1 t)
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(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
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(* -1 (* t (+ 1 (* -1 (/ (+ (* x (log y)) (* z (log (- 1 y)))) t)))))
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(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (- (/ (* (pow x 2) (pow (log y) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y)))) (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (+ (* -1 (* z (log (- 1 y)))) (* x (log y))))) t)))))
(* -1 t)
(* -1 (* t (+ 1 (* -1 (/ (* x (log y)) t)))))
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(* x (log y))
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(- (+ (* 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))
(+ (* -1 (* y z)) (* x (log y)))
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(+ (* -1 (* y z)) (* x (log y)))
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(+ (* 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))))))
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(* -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)
(log y)
(+ (log y) (/ (* z (log (- 1 y))) x))
(+ (log y) (* z (- (/ (* z (pow (log (- 1 y)) 2)) (* (pow x 2) (log y))) (* -1 (/ (log (- 1 y)) x)))))
(+ (log y) (* z (- (* z (- (/ (* z (pow (log (- 1 y)) 3)) (* (pow x 3) (pow (log y) 2))) (* -1 (/ (pow (log (- 1 y)) 2) (* (pow x 2) (log y)))))) (* -1 (/ (log (- 1 y)) x)))))
(/ (* (pow z 2) (pow (log (- 1 y)) 2)) (* x (log y)))
(* (pow z 2) (+ (/ (* z (pow (log (- 1 y)) 3)) (* (pow x 2) (pow (log y) 2))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(* (pow z 2) (+ (* z (- (/ (* z (pow (log (- 1 y)) 4)) (* (pow x 3) (pow (log y) 3))) (* -1 (/ (pow (log (- 1 y)) 3) (* (pow x 2) (pow (log y) 2)))))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(* (pow z 2) (+ (* z (- (* z (- (/ (* z (pow (log (- 1 y)) 5)) (* (pow x 4) (pow (log y) 4))) (* -1 (/ (pow (log (- 1 y)) 4) (* (pow x 3) (pow (log y) 3)))))) (* -1 (/ (pow (log (- 1 y)) 3) (* (pow x 2) (pow (log y) 2)))))) (/ (pow (log (- 1 y)) 2) (* x (log y)))))
(* z (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))))
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(* -1 (/ (+ (* -1 (/ (* (pow z 2) (pow (log (- 1 y)) 2)) (log y))) (* -1 (/ (- (* -1 (/ (- (* -1 (/ (* (pow z 5) (pow (log (- 1 y)) 5)) (* x (pow (log y) 4)))) (/ (* (pow z 4) (pow (log (- 1 y)) 4)) (pow (log y) 3))) x)) (* -1 (/ (* (pow z 3) (pow (log (- 1 y)) 3)) (pow (log y) 2)))) x))) x))
(* x (pow (log y) 2))
(* x (pow (log y) 2))
(* x (pow (log y) 2))
(* x (pow (log y) 2))

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

rewrite646.0ms (4.2%)

Memory

-194.6MiB live, 238.1MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	39	300
0	66	261
1	303	233
2	2384	233
0	9037	228

Stop Event

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

Counts

22 → 1 478

Calls

Call 1

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

Outputs
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eval648.0ms (4.2%)

Memory: 38.7MiB live, 680.3MiB allocated
Compiler: Compiled 133 064 to 6 527 computations (95.1% saved)

prune75.0ms (0.5%)

Memory

-18.9MiB live, 220.8MiB allocated

Pruning

23 alts after pruning (20 fresh and 3 done)

	Pruned	Kept	Total
New	2 596	19	2 615
Fresh	8	1	9
Picked	2	3	5
Done	0	0	0
Total	2 606	23	2 629

Accuracy

100.0%

Counts

2 629 → 23

Alt Table

Click to see full alt table

Status	Accuracy	Program
	93.6%	(fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y)))) x) (-.f64 (/.f64 (pow.f64 (.f64 z (log1p.f64 (neg.f64 y))) #s(literal 2 binary64)) (neg.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))))) t))
	93.6%	(fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (.f64 (pow.f64 (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal -1 binary64)) x) (-.f64 (/.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))
	52.0%	(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))
▶	25.4%	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))
	41.4%	(/.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))))
	52.6%	(/.f64 #s(literal 1 binary64) (.f64 (pow.f64 (-.f64 (pow.f64 (fma.f64 z (log1p.f64 (neg.f64 y)) (.f64 x (log.f64 y))) #s(literal 2 binary64)) (*.f64 t t)) #s(literal -1 binary64)) (fma.f64 z (log1p.f64 (neg.f64 y)) (fma.f64 x (log.f64 y) t))))
	17.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
	41.5%	(/.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)))
	45.2%	(/.f64 #s(literal 1 binary64) #s(approx (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t)))) (/.f64 #s(literal -1 binary64) t)))
	99.2%	(-.f64 (fma.f64 x (/.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) #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)
	93.7%	(-.f64 (fma.f64 x (.f64 (log.f64 y) (.f64 (log.f64 y) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.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))))) t)
	93.6%	(-.f64 (fma.f64 x (.f64 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))))) (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)
	91.3%	(-.f64 #s(approx (+ (* x (/ (* (pow (log y) 2) x) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x)))) (neg (/ (pow (* (log (+ 1 (neg y))) z) 2) (+ (* (neg z) (log (+ 1 (neg y)))) (* (log y) x))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (log1p.f64 (neg.f64 y))) z)) t)
✓	99.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))) t)
✓	84.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
▶	59.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
	86.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (fma.f64 x (/.f64 (log.f64 y) t) (fma.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t) #s(literal -1 binary64))) t))
▶	87.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t))))
▶	17.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	41.5%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log.f64 y) x))
	22.0%	#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)))
▶	99.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
✓	45.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Compiler

Compiled 837 to 608 computations (27.4% saved)

simplify170.0ms (1.1%)

Memory

-4.3MiB live, 143.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)
cost-diff	0	(/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))
cost-diff	704	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))))
cost-diff	6144	(fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64)))
cost-diff	0	(-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t))
cost-diff	0	(neg.f64 t)
cost-diff	0	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t))))
cost-diff	1152	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)))
cost-diff	0	(neg.f64 y)
cost-diff	0	(log1p.f64 (neg.f64 y))
cost-diff	0	(*.f64 (log1p.f64 (neg.f64 y)) z)
cost-diff	0	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
cost-diff	0	(*.f64 (neg.f64 z) y)
cost-diff	0	#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))
cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y)))
cost-diff	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 (log.f64 y) x)
cost-diff	0	(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))

Iterations

Useful iterations: 4 (0.0ms)

Iter	Nodes	Cost
0	56	528
0	83	484
1	151	481
2	264	479
3	541	477
4	1253	469
5	2439	469
6	4281	469
7	5886	469
8	6920	469
9	7649	469
10	7840	469
11	7890	469
12	7916	469
0	8134	469

Stop Event

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

Calls

Call 1

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

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

localize815.0ms (5.3%)

Memory

-20.6MiB live, 376.5MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.2897262695368841	(pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 2 binary64))
accuracy	2.945298050811441	(-.f64 (pow.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))
accuracy	19.390046132433028	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))
accuracy	41.4184686355472	(/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64))) (-.f64 (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))
accuracy	0.0078125	(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
accuracy	0.20703125	(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)
accuracy	0.2578125	(*.f64 (log.f64 y) x)
accuracy	8.319016074637933	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 (log.f64 y) x)) t)))
accuracy	0	(neg.f64 y)
accuracy	0	(log1p.f64 (neg.f64 y))
accuracy	0.0078125	(*.f64 (log1p.f64 (neg.f64 y)) z)
accuracy	52.8439067788338	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
accuracy	0	(neg.f64 z)
accuracy	0.00390625	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))) t)
accuracy	0.29854946447092895	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y)))
accuracy	42.887176618090095	#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (neg.f64 z) y))
accuracy	0	(-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t))
accuracy	0	(log.f64 y)
accuracy	0.2578125	(*.f64 (log.f64 y) x)
accuracy	0.28683071447092895	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))

Samples

486.0ms	124×	1	valid
248.0ms	132×	0	valid

Compiler

Compiled 713 to 82 computations (88.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 703.0ms

ival-log: 254.0ms (36.1% of total)

ival-mult: 221.0ms (31.4% of total)

adjust: 149.0ms (21.2% of total)

ival-pow: 32.0ms (4.6% of total)

ival-add: 13.0ms (1.8% of total)

ival-div: 13.0ms (1.8% of total)

ival-sub: 12.0ms (1.7% of total)

ival-pow2: 4.0ms (0.6% of total)

ival-neg: 3.0ms (0.4% of total)

ival-log1p: 2.0ms (0.3% of total)

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

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

exact: 0.0ms (0% of total)

series484.0ms (3.1%)

Memory

36.2MiB live, 673.3MiB allocated

Counts

26 → 936

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
48.0ms	z	@	-inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (+ (* x (log y)) (* z (log (- 1 y)))) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))
45.0ms	x	@	0	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (+ (* x (log y)) (* z (log (- 1 y)))) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))
45.0ms	y	@	-inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (+ (* x (log y)) (* z (log (- 1 y)))) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))
33.0ms	y	@	0	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (+ (* x (log y)) (* z (log (- 1 y)))) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))
31.0ms	z	@	inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (- (* (log y) x) (+ (* z y) t)) (* (log y) x) (log y) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg z) y) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (* (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (- 1 (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t)) (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (+ (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg z) (/ (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) t) (+ (* (log (+ 1 (neg y))) z) (* (log y) x)) (+ (* x (log y)) (* z (log (- 1 y)))) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2))

simplify638.0ms (4.1%)

Memory

-36.0MiB live, 446.5MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	2080	40867
1	7174	40867
0	8589	37454

Stop Event

1×	iter limit
1×	node limit

Counts

936 → 934

Calls

Call 1

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

rewrite306.0ms (2%)

Memory

30.1MiB live, 250.8MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	56	466
0	83	424
1	372	343
2	2918	343
0	9344	343

Stop Event

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

Counts

26 → 407

Calls

Call 1

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

Outputs
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eval302.0ms (1.9%)

Memory: 16.6MiB live, 605.1MiB allocated
Compiler: Compiled 64 371 to 4 893 computations (92.4% saved)

prune281.0ms (1.8%)

Memory

-27.2MiB live, 194.6MiB allocated

Pruning

28 alts after pruning (25 fresh and 3 done)

	Pruned	Kept	Total
New	1 544	21	1 565
Fresh	11	4	15
Picked	4	1	5
Done	1	2	3
Total	1 560	28	1 588

Accuracy

100.0%

Counts

1 588 → 28

Alt Table

Click to see full alt table

Status	Accuracy	Program
	42.5%	(fma.f64 (sqrt.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y)))) (sqrt.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y)))) (neg.f64 t))
	45.3%	(pow.f64 (pow.f64 (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t) #s(literal 1/2 binary64)) #s(literal 2 binary64))
	15.4%	(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 t (+.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (pow.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) #s(literal 2 binary64))) #s(approx (- (pow (+ ( x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)) (*.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))))))
	41.4%	(/.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))))
	17.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
▶	45.2%	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
	99.2%	(-.f64 (fma.f64 x (/.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) #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)
	93.7%	(-.f64 (fma.f64 x (.f64 (log.f64 y) (.f64 (log.f64 y) (/.f64 x (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.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))))) t)
✓	84.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	78.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (fma.f64 (.f64 x (/.f64 (neg.f64 (log.f64 y)) y)) #s(literal -1 binary64) (neg.f64 z)) y))) t)
▶	90.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
	41.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
	41.5%	#s(approx (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (*.f64 (log.f64 y) x))
▶	86.9%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 x (log.f64 y))))))))
	86.1%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) #s(approx (/ (+ ( (log (+ 1 (neg y))) z) (* (log y) x)) t) (fma.f64 x (/.f64 (log.f64 y) t) (/.f64 (*.f64 (neg.f64 y) z) t))))))
	73.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) #s(approx (/ (+ ( (log (+ 1 (neg y))) z) (* (log y) x)) t) (.f64 (fma.f64 x (/.f64 (log.f64 y) (.f64 t z)) (/.f64 (log1p.f64 (neg.f64 y)) t)) z)))))
	30.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) #s(approx (- 1 (/ (+ ( (log (+ 1 (neg y))) z) (* (log y) x)) t)) (neg.f64 (/.f64 (*.f64 (log.f64 y) x) t)))))
✓	17.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	17.3%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
	17.3%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
	17.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
▶	17.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
	17.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 z y) (neg.f64 z)) y)))
▶	99.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
	22.0%	#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)))
✓	45.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	55.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (fma.f64 (neg.f64 y) z (*.f64 (log.f64 y) x))))
	59.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))

Compiler

Compiled 742 to 652 computations (12.1% saved)

simplify217.0ms (1.4%)

Memory

3.5MiB live, 153.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 19 expressions of interest:

New	Metric	Score
cost-diff	0	(neg.f64 t)
cost-diff	0	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 x (log.f64 y))))))))
cost-diff	704	(/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 x (log.f64 y)))))
cost-diff	1152	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 x (log.f64 y)))))))
cost-diff	0	#s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))
cost-diff	0	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)))
cost-diff	0	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
cost-diff	704	(*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)
cost-diff	0	(/.f64 #s(literal -1 binary64) t)
cost-diff	0	#s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t))
cost-diff	0	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
cost-diff	0	(neg.f64 y)
cost-diff	0	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
cost-diff	0	(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
cost-diff	0	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
cost-diff	0	(neg.f64 (fma.f64 z y t))
cost-diff	0	(log.f64 y)
cost-diff	0	(fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))
cost-diff	0	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	62	437
0	90	407
1	170	404
2	350	396
3	978	386
4	2989	378
5	6368	378
0	8148	374

Stop Event

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

Calls

Call 1

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

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

localize276.0ms (1.8%)

Memory

43.4MiB live, 316.9MiB allocated

Localize:

Found 19 expressions of interest:

New	Metric	Score
accuracy	0.22265625	(/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 x (log.f64 y))))
accuracy	0.2578125	(*.f64 x (log.f64 y))
accuracy	0.6483167413517719	(/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 x (log.f64 y)))))
accuracy	8.319016074637933	(.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (/.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) z (.f64 x (log.f64 y)))))))
accuracy	0.2265625	(/.f64 (log.f64 y) z)
accuracy	0.29854946447092895	#s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)))
accuracy	0.3552548013506852	(fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y))
accuracy	5.324355947219615	(*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z)
accuracy	0	(/.f64 #s(literal -1 binary64) t)
accuracy	0.25	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
accuracy	35.03582398646502	#s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t))
accuracy	0	(neg.f64 y)
accuracy	0.0078125	(*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)
accuracy	0.6651419487936183	#s(approx (log (+ 1 (neg y))) (neg.f64 y))
accuracy	52.8439067788338	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
accuracy	0	(neg.f64 (fma.f64 z y t))
accuracy	0	(log.f64 y)
accuracy	0.109375	(fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t)))
accuracy	0.28683071447092895	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))

Samples

177.0ms	124×	1	valid
53.0ms	132×	0	valid

Compiler

Compiled 603 to 83 computations (86.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 196.0ms

ival-log: 88.0ms (44.9% of total)

ival-mult: 26.0ms (13.3% of total)

ival-div: 18.0ms (9.2% of total)

ival-pow: 16.0ms (8.2% of total)

ival-add: 16.0ms (8.2% of total)

adjust: 13.0ms (6.6% of total)

ival-sub: 7.0ms (3.6% of total)

ival-pow2: 4.0ms (2% of total)

ival-neg: 4.0ms (2% of total)

ival-log1p: 2.0ms (1% of total)

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

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

exact: 0.0ms (0% of total)

series344.0ms (2.2%)

Memory

-23.7MiB live, 452.6MiB allocated

Counts

23 → 792

Calls

Call 1

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

Calls

12 calls:

Time	Variable		Point	Expression
54.0ms	t	@	0	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log y) x) (neg (+ (* z y) t))) (log y) (neg (+ (* z y) t)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/ -1 t) (* (+ (* x (/ (log y) z)) (neg y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg t) (- 1 (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y))))))) (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y))))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (+ (* x (/ (log y) z)) (neg y)) (/ (log y) z) (* x (log y)) (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y)))))
48.0ms	z	@	-inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log y) x) (neg (+ (* z y) t))) (log y) (neg (+ (* z y) t)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/ -1 t) (* (+ (* x (/ (log y) z)) (neg y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg t) (- 1 (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y))))))) (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y))))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (+ (* x (/ (log y) z)) (neg y)) (/ (log y) z) (* x (log y)) (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y)))))
39.0ms	t	@	-inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log y) x) (neg (+ (* z y) t))) (log y) (neg (+ (* z y) t)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/ -1 t) (* (+ (* x (/ (log y) z)) (neg y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg t) (- 1 (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y))))))) (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y))))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (+ (* x (/ (log y) z)) (neg y)) (/ (log y) z) (* x (log y)) (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y)))))
28.0ms	y	@	inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log y) x) (neg (+ (* z y) t))) (log y) (neg (+ (* z y) t)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/ -1 t) (* (+ (* x (/ (log y) z)) (neg y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg t) (- 1 (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y))))))) (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y))))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (+ (* x (/ (log y) z)) (neg y)) (/ (log y) z) (* x (log y)) (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y)))))
24.0ms	z	@	inf	((- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* (log y) x) (neg (+ (* z y) t))) (log y) (neg (+ (* z y) t)) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (* (log (+ 1 (neg y))) z) (log (+ 1 (neg y))) (neg y) (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/ -1 t) (* (+ (* x (/ (log y) z)) (neg y)) z) (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (+ (* x (log y)) (* z (log (- 1 y)))) (+ (* (neg y) z) (* (log y) x)) (* (neg t) (- 1 (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y))))))) (/ 1 (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y))))) (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (neg t) (+ (* x (/ (log y) z)) (neg y)) (/ (log y) z) (* x (log y)) (/ t (+ (* (log (+ 1 (neg y))) z) (* x (log y)))))

simplify374.0ms (2.4%)

Memory

21.5MiB live, 462.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1832	35125
1	6328	32999
0	8512	31075

Stop Event

1×	iter limit
1×	node limit

Counts

792 → 792

Calls

Call 1

Inputs
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(- (* x (log y)) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(- (+ (* -1 t) (* x (log y))) (* y z))
(* -1 (* y z))
(- (* -1 t) (* y z))
(- (* -1 t) (* y z))
(- (* -1 t) (* y z))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* x (log y)) (* z (log (- 1 y))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(+ (* -1 t) (+ (* x (log y)) (* z (log (- 1 y)))))
(/ 1 (+ (* x (log y)) (* z (log (- 1 y)))))
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(* x (log y))
(*.f64 (log.f64 y) x)
(* -1 (* x (+ (* -1 (log y)) (/ (* y z) x))))
(*.f64 (neg.f64 x) (fma.f64 y (/.f64 z x) (neg.f64 (log.f64 y))))
(* -1 (* x (+ (* -1 (log y)) (/ (* y z) x))))
(*.f64 (neg.f64 x) (fma.f64 y (/.f64 z x) (neg.f64 (log.f64 y))))
(* -1 (* x (+ (* -1 (log y)) (/ (* y z) x))))
(*.f64 (neg.f64 x) (fma.f64 y (/.f64 z x) (neg.f64 (log.f64 y))))
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(*.f64 (log.f64 y) x)
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(* -1 (* x (+ (* -1 (log y)) (/ (* y z) x))))
(*.f64 (neg.f64 x) (fma.f64 y (/.f64 z x) (neg.f64 (log.f64 y))))
(* x (log y))
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(* -1 (* x (+ (* -1 (log y)) (/ (* t (- 1 (/ (* z (log (- 1 y))) t))) x))))
(.f64 (neg.f64 x) (fma.f64 t (/.f64 (-.f64 #s(literal 1 binary64) (.f64 z (/.f64 (log1p.f64 (neg.f64 y)) t))) x) (neg.f64 (log.f64 y))))
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(* -1 (/ (+ (* -1 (/ t (log y))) (* -1 (/ (- (* -1 (/ (- (/ (* t (* (pow z 3) (pow (log (- 1 y)) 3))) (* x (pow (log y) 4))) (/ (* t (* (pow z 2) (pow (log (- 1 y)) 2))) (pow (log y) 3))) x)) (/ (* t (* z (log (- 1 y)))) (pow (log y) 2))) x))) x))
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rewrite191.0ms (1.2%)

Memory

3.1MiB live, 228.7MiB allocated

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	62	380
0	90	350
1	417	285
2	3205	285
0	10191	285

Stop Event

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

Counts

23 → 324

Calls

Call 1

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

Outputs
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eval563.0ms (3.6%)

Memory: -11.1MiB live, 305.5MiB allocated
Compiler: Compiled 43 128 to 3 745 computations (91.3% saved)

prune133.0ms (0.9%)

Memory

11.9MiB live, 139.6MiB allocated

Pruning

28 alts after pruning (21 fresh and 7 done)

	Pruned	Kept	Total
New	1 179	9	1 188
Fresh	8	12	20
Picked	1	4	5
Done	0	3	3
Total	1 188	28	1 216

Accuracy

100.0%

Counts

1 216 → 28

Alt Table

Click to see full alt table

Status	Accuracy	Program
	41.4%	(/.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))))
	17.3%	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 (/.f64 #s(literal 1 binary64) z) (log1p.f64 (neg.f64 y)))))
✓	45.2%	(/.f64 #s(literal 1 binary64) #s(approx (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3))) (/.f64 #s(literal -1 binary64) t)))
	99.2%	(-.f64 (fma.f64 x (/.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x) (fma.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)) (.f64 (log.f64 y) x))) #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)
✓	84.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
	91.2%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 (log.f64 y) (/.f64 x z) (neg.f64 y)) z))) t)
✓	90.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 (log.f64 y) z) (neg.f64 y)) z))) t)
	90.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (*.f64 (fma.f64 x (/.f64 #s(literal 1 binary64) (/.f64 z (log.f64 y))) (neg.f64 y)) z))) t)
	90.8%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (fma.f64 x (.f64 (pow.f64 z #s(literal -1 binary64)) (log.f64 y)) (neg.f64 y)) z))) t)
	41.4%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (/.f64 (-.f64 #s(literal 0 binary64) (.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
	78.1%	(-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) #s(approx (+ (* (neg y) z) (* (log y) x)) (.f64 (neg.f64 (+.f64 z (.f64 x (/.f64 (neg.f64 (log.f64 y)) y)))) y))) t)
	41.5%	#s(approx (/ 1 (/ (+ (* t (+ (+ (* x (log y)) (* z (log (- 1 y)))) t)) (pow (+ (* x (log y)) (* z (log (- 1 y)))) 2)) (- (pow (+ (* x (log y)) (* z (log (- 1 y)))) 3) (pow t 3)))) (*.f64 (log.f64 y) x))
	71.6%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (/ t (+ ( (log (+ 1 (neg y))) z) (* x (log y)))) (/.f64 (-.f64 (/.f64 t (log.f64 y)) (/.f64 (.f64 (.f64 t z) (log1p.f64 (neg.f64 y))) (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) x))) x))))))
	73.5%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) #s(approx (/ t (+ ( (log (+ 1 (neg y))) z) (* x (log y)))) (/.f64 t (*.f64 (log.f64 y) x)))))))
	30.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 (neg.f64 t) #s(approx (- 1 (/ (+ ( (log (+ 1 (neg y))) z) (* (log y) x)) t)) (neg.f64 (/.f64 (*.f64 (log.f64 y) x) t)))))
✓	17.4%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 (log1p.f64 (neg.f64 y)) z))
	11.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (/.f64 (-.f64 #s(literal 0 binary64) (.f64 y y)) (+.f64 #s(literal 0 binary64) y))) z))
	17.3%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
	17.3%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64)) y #s(literal -1 binary64)) y)) z))
	17.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) z))
✓	17.0%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (*.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z))
	17.2%	#s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) #s(approx (* (log (+ 1 (neg y))) z) (.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 z y) (neg.f64 z)) y)))
✓	99.4%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
	55.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x #s(approx (neg (+ (* z y) t)) (*.f64 (neg.f64 y) z))))
	22.0%	#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)))
✓	45.3%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))
	59.8%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
	86.1%	#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (+ (* (log y) x) (neg (+ (* z y) t))) (.f64 (-.f64 (fma.f64 x (/.f64 (log.f64 y) t) #s(literal -1 binary64)) (/.f64 (.f64 z y) t)) t)))

Compiler

Compiled 1 468 to 653 computations (55.5% saved)

regimes169.0ms (1.1%)

Memory

-1.4MiB live, 188.3MiB allocated

Counts

64 → 1

Calls

Call 1

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

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

Calls

6 calls:

48.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
34.0ms	z
28.0ms	t
20.0ms	y
19.0ms	x

Results

Accuracy	Segments	Branch
99.6%	1	`x`
99.6%	1	`y`
99.6%	1	`z`
99.6%	1	`t`
99.6%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
99.6%	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)

regimes81.0ms (0.5%)

Memory

-3.8MiB live, 195.6MiB allocated

Counts

41 → 1

Calls

Call 1

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

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

Calls

6 calls:

17.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
13.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
13.0ms	z
13.0ms	x
12.0ms	y

Results

Accuracy	Segments	Branch
99.4%	1	`y`
99.4%	1	`x`
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)

regimes56.0ms (0.4%)

Memory

12.0MiB live, 60.0MiB allocated

Counts

23 → 1

Calls

Call 1

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

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

Calls

6 calls:

19.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
7.0ms	z
7.0ms	t
7.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
7.0ms	x

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)

regimes88.0ms (0.6%)

Memory

-0.6MiB live, 152.0MiB allocated

Counts

22 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

40.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
13.0ms	x
10.0ms	z
10.0ms	t
7.0ms	(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)

Results

Accuracy	Segments	Branch
92.3%	3	`x`
84.8%	1	`y`
90.0%	3	`z`
91.7%	3	`t`
90.2%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
91.9%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes9.0ms (0.1%)

Memory

-13.8MiB live, 23.7MiB allocated

Counts

19 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

1 calls:

8.0ms

Results

Accuracy	Segments	Branch
92.1%	3	`x`

Compiler

Compiled 1 to 4 computations (-300% saved)

regimes37.0ms (0.2%)

Memory

22.0MiB live, 99.1MiB allocated

Counts

18 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

7.0ms	(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))
6.0ms	z
6.0ms	t
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
59.8%	1	`y`
65.6%	3	`z`
63.5%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
75.3%	3	`t`
80.3%	3	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
80.8%	3	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes30.0ms (0.2%)

Memory

8.2MiB live, 51.6MiB allocated

Counts

13 → 1

Calls

Call 1

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

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

Calls

6 calls:

7.0ms	(+.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	t
4.0ms	x
4.0ms	z

Results

Accuracy	Segments	Branch
59.8%	1	`y`
59.8%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
59.8%	1	`z`
59.8%	1	`t`
59.8%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
59.8%	1	`x`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes11.0ms (0.1%)

Memory

-13.7MiB live, 25.4MiB allocated

Counts

2 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

2.0ms	y
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

Results

Accuracy	Segments	Branch
52.6%	3	`t`
51.1%	3	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
45.3%	1	`(+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y))))`
50.8%	3	`z`
45.3%	1	`x`
45.3%	1	`y`

Compiler

Compiled 28 to 39 computations (-39.3% saved)

regimes4.0ms (0%)

Memory

11.0MiB live, 11.0MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

3 calls:

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

Results

Accuracy	Segments	Branch
45.3%	1	`z`
45.3%	1	`(-.f64 (+.f64 (.f64 x (log.f64 y)) (.f64 z (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)`
45.3%	1	`t`

Compiler

Compiled 15 to 20 computations (-33.3% saved)

bsearch58.0ms (0.4%)

Memory

-22.5MiB live, 96.4MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
29.0ms	1.4260292852699014e-77	1.6834618460076367e-75
25.0ms	-1.2333542746355413e-31	-1.2900585170505672e-33

Samples

31.0ms	89×	1	valid
14.0ms	135×	0	valid

Compiler

Compiled 226 to 285 computations (-26.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 36.0ms

ival-log: 25.0ms (68.5% of total)

ival-mult: 4.0ms (11% of total)

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

adjust: 3.0ms (8.2% 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)

bsearch45.0ms (0.3%)

Memory

-0.4MiB live, 76.6MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
2.0ms	1.4260292852699014e-77	1.6834618460076367e-75
40.0ms	-7.29398406357304e-62	-3.3166400906841284e-79

Samples

26.0ms	65×	1	valid
8.0ms	95×	0	valid

Compiler

Compiled 254 to 325 computations (-28% saved)

Precisions

Click to see histograms. Total time spent on operations: 28.0ms

ival-log: 20.0ms (70.3% of total)

ival-mult: 3.0ms (10.6% of total)

ival-sub: 2.0ms (7% of total)

adjust: 2.0ms (7% of total)

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

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

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

exact: 0.0ms (0% of total)

bsearch81.0ms (0.5%)

Memory

13.8MiB live, 51.8MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
56.0ms	1.47909357291205e+29	2.590641322461304e+31
21.0ms	-1.2333542746355413e-31	-1.2900585170505672e-33

Samples

57.0ms	77×	1	valid
11.0ms	131×	0	valid

Compiler

Compiled 184 to 257 computations (-39.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 61.0ms

adjust: 34.0ms (55.4% of total)

ival-log: 19.0ms (30.9% of total)

ival-mult: 4.0ms (6.5% of total)

ival-sub: 3.0ms (4.9% of total)

ival-add: 1.0ms (1.6% of total)

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

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

exact: 0.0ms (0% of total)

bsearch96.0ms (0.6%)

Memory

-15.6MiB live, 45.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
67.0ms	9.630935354786e-55	9.021229472723367e-54
26.0ms	-1.0787654398423208e-36	-4.832527489143057e-38

Samples

74.0ms	86×	1	valid
11.0ms	122×	0	valid

Compiler

Compiled 133 to 227 computations (-70.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 77.0ms

ival-log: 66.0ms (85.6% of total)

ival-mult: 4.0ms (5.2% of total)

ival-sub: 3.0ms (3.9% of total)

adjust: 2.0ms (2.6% of total)

ival-add: 1.0ms (1.3% of total)

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

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

exact: 0.0ms (0% of total)

simplify57.0ms (0.4%)

Memory

9.3MiB live, 47.3MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	74	388
1	90	388
2	99	388
3	102	388

Stop Event

1×

saturated

Calls

Call 1

Inputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
(if (<=.f64 x #s(literal -8476709496519237/5846006549323611672814739330865132078623730171904 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 733332951480415/4074071952668972172536891376818756322102936787331872501272280898708762599526673412366794752 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -466240534134175/485667223056432267729865476705879726660601709763034880312953102434726071301302124544 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 733332951480415/4074071952668972172536891376818756322102936787331872501272280898708762599526673412366794752 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -2740315569995443/22835963083295358096932575511191922182123945984 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 1950000000000000052848767270912 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -5267953421726493/47890485652059026823698344598447161988085597568237568 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 5348853418762687/1725436586697640946858688965569256363112777243042596638790631055949824 binary64)) #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

Outputs
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) (fma.f64 (log1p.f64 (neg.f64 y)) z (fma.f64 (log.f64 y) x (neg.f64 t)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (fma.f64 (log.f64 y) x (neg.f64 (fma.f64 z y t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 (log.f64 y) x) (fma.f64 z y t)))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (-.f64 (*.f64 x (log.f64 y)) (fma.f64 z y t)))
(if (<=.f64 x #s(literal -8476709496519237/5846006549323611672814739330865132078623730171904 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 733332951480415/4074071952668972172536891376818756322102936787331872501272280898708762599526673412366794752 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 (log1p.f64 (neg.f64 y)) z)) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -8476709496519237/5846006549323611672814739330865132078623730171904 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 733332951480415/4074071952668972172536891376818756322102936787331872501272280898708762599526673412366794752 binary64)) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (.f64 z (log1p.f64 (neg.f64 y)))) t) (-.f64 #s(approx (+ ( x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -466240534134175/485667223056432267729865476705879726660601709763034880312953102434726071301302124544 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 733332951480415/4074071952668972172536891376818756322102936787331872501272280898708762599526673412366794752 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 x #s(literal -466240534134175/485667223056432267729865476705879726660601709763034880312953102434726071301302124544 binary64)) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (.f64 x (log.f64 y))) t) (if (<=.f64 x #s(literal 733332951480415/4074071952668972172536891376818756322102936787331872501272280898708762599526673412366794752 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) (-.f64 #s(approx (+ (* x (log y)) (* z (log (- 1 y)))) (*.f64 x (log.f64 y))) t)))
(if (<=.f64 x #s(literal -2740315569995443/22835963083295358096932575511191922182123945984 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 1950000000000000052848767270912 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (<=.f64 x #s(literal -2740315569995443/22835963083295358096932575511191922182123945984 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (.f64 x (log.f64 y))) (if (<=.f64 x #s(literal 1950000000000000052848767270912 binary64)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t)))) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (*.f64 x (log.f64 y)))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) #s(approx (- (* (log y) x) (+ (* z y) t)) (neg.f64 (fma.f64 z y t))))
(if (<=.f64 t #s(literal -5267953421726493/47890485652059026823698344598447161988085597568237568 binary64)) #s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t)) (if (<=.f64 t #s(literal 5348853418762687/1725436586697640946858688965569256363112777243042596638790631055949824 binary64)) #s(approx (/ 1 (/ 1 (+ (* (log (+ 1 (neg y))) z) (+ (* (log y) x) (neg t))))) (.f64 #s(approx (log (+ 1 (neg y))) (neg.f64 y)) z)) #s(approx (- (+ ( x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))))
#s(approx (- (+ (* x (log y)) (* z (log (- 1 y)))) t) (neg.f64 t))

soundness1.3s (8.5%)

Memory

-17.7MiB live, 696.8MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	2080	40867
1	7174	40867
0	8589	37454
0	1369	24789
1	4849	22498
0	8320	21246
0	56	466
0	83	424
1	372	343
2	2918	343
0	9344	343
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

Stop Event

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

Compiler

Compiled 296 to 192 computations (35.1% saved)

preprocess294.0ms (1.9%)

Memory: 28.2MiB live, 145.1MiB allocated
Compiler: Compiled 386 to 176 computations (54.4% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

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

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

start0.0ms (0%)

analyze86.0ms (0.6%)

sample3.5s (22.3%)

explain670.0ms (4.3%)

preprocess186.0ms (1.2%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify22.0ms (0.1%)

localize124.0ms (0.8%)

series360.0ms (2.3%)

simplify274.0ms (1.8%)

rewrite262.0ms (1.7%)

eval51.0ms (0.3%)

prune22.0ms (0.1%)

simplify309.0ms (2%)

localize216.0ms (1.4%)

series176.0ms (1.1%)

simplify388.0ms (2.5%)

rewrite646.0ms (4.2%)

eval648.0ms (4.2%)

prune75.0ms (0.5%)

simplify170.0ms (1.1%)

localize815.0ms (5.3%)

series484.0ms (3.1%)

simplify638.0ms (4.1%)

rewrite306.0ms (2%)

eval302.0ms (1.9%)

prune281.0ms (1.8%)

simplify217.0ms (1.4%)

localize276.0ms (1.8%)

series344.0ms (2.2%)

simplify374.0ms (2.4%)

rewrite191.0ms (1.2%)

eval563.0ms (3.6%)

prune133.0ms (0.9%)

regimes169.0ms (1.1%)

regimes81.0ms (0.5%)

regimes56.0ms (0.4%)

regimes88.0ms (0.6%)

regimes9.0ms (0.1%)

regimes37.0ms (0.2%)

regimes30.0ms (0.2%)

regimes11.0ms (0.1%)

regimes4.0ms (0%)

bsearch58.0ms (0.4%)

bsearch45.0ms (0.3%)

bsearch81.0ms (0.5%)

bsearch96.0ms (0.6%)

simplify57.0ms (0.4%)

soundness1.3s (8.5%)

preprocess294.0ms (1.9%)

end0.0ms (0%)

Profiling

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