Metrics for Numeric.SpecFunctions:logGammaL from math-functions-0.1.5.2

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze71.0ms (2.3%)

Memory

31.1MiB live, 106.7MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
0%	0%	99.8%	0.2%	0%	0%	0%	1
0%	0%	99.8%	0.2%	0%	0%	0%	2
0%	0%	74.8%	0.2%	0%	24.9%	0%	3
0%	0%	37.4%	0.2%	0%	62.3%	0%	4
0%	0%	18.7%	0.2%	0%	81.1%	0%	5
0%	0%	18.7%	0.2%	0%	81.1%	0%	6
0%	0%	18.7%	0.2%	0%	81.1%	0%	7
10%	1.6%	14%	0.2%	0%	84.2%	0%	8
10%	1.6%	14%	0.2%	0%	84.2%	0%	9
10%	1.6%	14%	0.2%	0%	84.2%	0%	10
10%	1.6%	14%	0.2%	0%	84.2%	0%	11
20%	3.1%	12.5%	0.2%	0%	84.2%	0%	12

Compiler

Compiled 18 to 17 computations (5.6% saved)

sample1.6s (52.1%)

Memory

-13.0MiB live, 2 587.1MiB allocated

Samples

910.0ms	8 256×	0	valid
217.0ms	2 098×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 761.0ms

ival-log: 375.0ms (49.3% of total)

ival-add: 193.0ms (25.4% of total)

ival-sub: 100.0ms (13.1% of total)

ival-mult: 72.0ms (9.5% of total)

ival-true: 9.0ms (1.2% of total)

exact: 7.0ms (0.9% of total)

ival-assert: 5.0ms (0.7% of total)

Bogosity

explain171.0ms (5.5%)

Memory

-9.5MiB live, 263.6MiB allocated

FPErrors

Click to see full error table

Ground Truth	Overpredictions	Example	Underpredictions	Example	Subexpression
5	1	(5.1623907783932445e-34 1.366134956849059e+256 1.5606485237480974e-257 1.700711646704753e+196 2.555777024964449e+97)	4	(-1.2831940093465725e+120 4.249347041613272e+179 7.197589747418742e-184 2.5787061948343327e-225 7.442422614419466e+263)	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
0	0	-	0	-	`(log.f64 t)`
0	0	-	0	-	`a`
0	0	-	0	-	`(log.f64 (+.f64 x y))`
0	0	-	0	-	`t`
0	0	-	0	-	`(log.f64 z)`
0	0	-	0	-	`(-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)`
0	0	-	0	-	`z`
0	0	-	0	-	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
0	0	-	0	-	`y`
0	0	-	0	-	`(+.f64 x y)`
0	0	-	0	-	`(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))`
0	0	-	0	-	`#s(literal 1/2 binary64)`
0	0	-	0	-	`x`
0	0	-	0	-	`(-.f64 a #s(literal 1/2 binary64))`

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	2	254

Precision?

0.0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

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

Precision?

0.0

Recall?

0/0

Samples

72.0ms

512×

valid

Compiler

Compiled 194 to 64 computations (67% saved)

Precisions

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

ival-log: 24.0ms (48.2% of total)

ival-add: 12.0ms (24.1% of total)

ival-sub: 9.0ms (18.1% of total)

ival-mult: 3.0ms (6% of total)

ival-true: 1.0ms (2% of total)

exact: 0.0ms (0% of total)

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

preprocess4.0ms (0.1%)

Memory

10.5MiB live, 10.5MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

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

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

Compiler

Compiled 16 to 15 computations (6.3% saved)

eval0.0ms (0%)

Memory: 0.3MiB live, 0.3MiB allocated
Compiler: Compiled 0 to 5 computations (-∞% saved)

prune1.0ms (0%)

Memory

1.9MiB live, 1.9MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.7%	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))

Compiler

Compiled 16 to 15 computations (6.3% saved)

simplify1.0ms (0%)

Memory

2.0MiB live, 2.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(log.f64 (+.f64 x y))
cost-diff	0	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
cost-diff	0	(-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)
cost-diff	0	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))

Calls

Call 1

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

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

localize40.0ms (1.3%)

Memory

12.9MiB live, 55.6MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)
accuracy	0.0859375	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
accuracy	0.125	(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))
accuracy	0.5617925589809039	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))

Samples

31.0ms

256×

valid

Compiler

Compiled 118 to 32 computations (72.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 20.0ms

ival-log: 11.0ms (55.5% of total)

ival-add: 4.0ms (20.2% of total)

ival-sub: 2.0ms (10.1% of total)

ival-mult: 2.0ms (10.1% of total)

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

exact: 0.0ms (0% of total)

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

series180.0ms (5.8%)

Memory

7.4MiB live, 234.5MiB allocated

Counts

5 → 125

Calls

Call 1

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

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

Calls

15 calls:

Time	Variable		Point	Expression
56.0ms	z	@	0	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)) (log (+ x y)) (* (- a 1/2) (log t)))
45.0ms	z	@	-inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)) (log (+ x y)) (* (- a 1/2) (log t)))
24.0ms	z	@	inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)) (log (+ x y)) (* (- a 1/2) (log t)))
13.0ms	t	@	0	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)) (log (+ x y)) (* (- a 1/2) (log t)))
11.0ms	t	@	-inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)) (log (+ x y)) (* (- a 1/2) (log t)))

simplify2.0ms (0%)

Memory

2.7MiB live, 2.7MiB allocated

Algorithm

1×	egg-herbie

Counts

125 → 5

Calls

Call 1

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

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

rewrite0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Counts

5 → 5

Calls

Call 1

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

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

eval1.0ms (0%)

Memory: 2.3MiB live, 2.3MiB allocated
Compiler: Compiled 207 to 31 computations (85% saved)

prune2.0ms (0.1%)

Memory

4.1MiB live, 4.1MiB allocated

Pruning

5 alts after pruning (4 fresh and 1 done)

	Pruned	Kept	Total
New	6	4	10
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	6	5	11

Accuracy

99.7%

Counts

11 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.7%	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
▶	12.4%	(+.f64 #s(approx (- (+ (log (+ x y)) (log z)) t) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
▶	43.0%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
▶	6.3%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)))
▶	5.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y)))

Compiler

Compiled 110 to 90 computations (18.2% saved)

simplify1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 15 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(-.f64 a #s(literal 1/2 binary64))
cost-diff	0	(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))
cost-diff	0	#s(approx (- (+ (log (+ x y)) (log z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
cost-diff	0	(+.f64 #s(approx (- (+ (log (+ x y)) (log z)) t) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
cost-diff	0	(log.f64 (+.f64 x y))
cost-diff	0	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
cost-diff	0	(-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
cost-diff	0	(+.f64 x y)
cost-diff	0	(log.f64 (+.f64 x y))
cost-diff	0	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)))
cost-diff	0	(+.f64 x y)
cost-diff	0	(log.f64 (+.f64 x y))
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y)))

Calls

Call 1

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

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

localize60.0ms (1.9%)

Memory

-48.0MiB live, 63.2MiB allocated

Localize:

Found 15 expressions of interest:

New	Metric	Score
accuracy	0.0	(log.f64 t)
accuracy	0.0859375	(+.f64 #s(approx (- (+ (log (+ x y)) (log z)) t) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
accuracy	0.125	(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))
accuracy	60.26717620376682	#s(approx (- (+ (log (+ x y)) (log z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
accuracy	0.0	(log.f64 z)
accuracy	0.00390625	(-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)
accuracy	0.5617925589809039	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
accuracy	36.499200473052724	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
accuracy	0.0	(log.f64 (+.f64 x y))
accuracy	0.0	(log.f64 z)
accuracy	0.5617925589809039	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
accuracy	59.983435721084234	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)))
accuracy	0.0	(+.f64 x y)
accuracy	0.0	(log.f64 (+.f64 x y))
accuracy	60.447500223843136	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y)))

Samples

45.0ms

256×

valid

Compiler

Compiled 327 to 46 computations (85.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 30.0ms

ival-log: 22.0ms (72.6% of total)

ival-add: 4.0ms (13.2% of total)

ival-sub: 2.0ms (6.6% of total)

ival-mult: 2.0ms (6.6% of total)

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

exact: 0.0ms (0% of total)

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

series132.0ms (4.3%)

Memory

-7.0MiB live, 187.4MiB allocated

Counts

13 → 143

Calls

Call 1

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

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

Calls

15 calls:

Time	Variable		Point	Expression
32.0ms	z	@	inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t)) (- a 1/2) (log z) (log t))
28.0ms	z	@	0	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t)) (- a 1/2) (log z) (log t))
22.0ms	z	@	-inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t)) (- a 1/2) (log z) (log t))
12.0ms	t	@	inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t)) (- a 1/2) (log z) (log t))
9.0ms	t	@	0	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t)) (- a 1/2) (log z) (log t))

simplify2.0ms (0.1%)

Memory

2.5MiB live, 2.5MiB allocated

Algorithm

1×	egg-herbie

Counts

143 → 13

Calls

Call 1

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

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

rewrite1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Counts

13 → 13

Calls

Call 1

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

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

eval5.0ms (0.1%)

Memory: 8.7MiB live, 8.7MiB allocated
Compiler: Compiled 1 497 to 82 computations (94.5% saved)

prune14.0ms (0.4%)

Memory

-18.5MiB live, 19.3MiB allocated

Pruning

17 alts after pruning (12 fresh and 5 done)

	Pruned	Kept	Total
New	37	12	49
Fresh	0	0	0
Picked	0	4	4
Done	0	1	1
Total	37	17	54

Accuracy

99.7%

Counts

54 → 17

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.7%	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
✓	12.4%	(+.f64 #s(approx (- (+ (log (+ x y)) (log z)) t) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
✓	43.0%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
	12.3%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 #s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) (log.f64 z)) t))
▶	41.1%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t))
▶	41.8%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)) t))
	40.1%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)) t))
✓	6.3%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)))
	4.1%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z)))
▶	42.5%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) (log.f64 z)))
	6.0%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z))) (log.f64 z)))
	2.7%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 x y))
✓	5.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y)))
	3.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))))
▶	5.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))))
▶	5.5%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)))
	2.9%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)))

Compiler

Compiled 812 to 580 computations (28.6% saved)

simplify1.0ms (0%)

Memory

1.8MiB live, 1.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(log.f64 z)
cost-diff	0	#s(approx (+ (log (+ x y)) (log z)) (log.f64 z))
cost-diff	0	(-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)) t)
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)) t))
cost-diff	0	(log.f64 z)
cost-diff	0	#s(approx (+ (log (+ x y)) (log z)) (log.f64 z))
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)))
cost-diff	0	(-.f64 a #s(literal 1/2 binary64))
cost-diff	0	#s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64)))
cost-diff	0	(-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t))
cost-diff	0	(-.f64 a #s(literal 1/2 binary64))
cost-diff	0	#s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64)))
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))))
cost-diff	0	(-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)
cost-diff	0	#s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
cost-diff	0	(+.f64 #s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) (log.f64 z))
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) (log.f64 z)))

Calls

Call 1

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

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

localize49.0ms (1.6%)

Memory

28.9MiB live, 65.8MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.0	(log.f64 z)
accuracy	0.00390625	(-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)) t)
accuracy	36.499200473052724	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)) t))
accuracy	54.43711566748027	#s(approx (+ (log (+ x y)) (log z)) (log.f64 z))
accuracy	0.0	(log.f64 z)
accuracy	54.43711566748027	#s(approx (+ (log (+ x y)) (log z)) (log.f64 z))
accuracy	59.983435721084234	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)))
accuracy	0.0	(-.f64 a #s(literal 1/2 binary64))
accuracy	0.00390625	(-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)
accuracy	36.499200473052724	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t))
accuracy	61.00853778509952	#s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64)))
accuracy	0.0	(-.f64 a #s(literal 1/2 binary64))
accuracy	59.983435721084234	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))))
accuracy	61.00853778509952	#s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64)))
accuracy	0.5617925589809039	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
accuracy	0.5617925589809039	(+.f64 #s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) (log.f64 z))
accuracy	59.17489914943282	#s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
accuracy	59.983435721084234	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) (log.f64 z)))

Samples

32.0ms

256×

valid

Compiler

Compiled 479 to 50 computations (89.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 17.0ms

ival-log: 9.0ms (53.3% of total)

ival-add: 4.0ms (23.7% of total)

ival-sub: 2.0ms (11.8% of total)

ival-mult: 2.0ms (11.8% of total)

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

exact: 0.0ms (0% of total)

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

series96.0ms (3.1%)

Memory

-5.9MiB live, 149.3MiB allocated

Counts

15 → 126

Calls

Call 1

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

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

Calls

15 calls:

Time	Variable		Point	Expression
22.0ms	z	@	0	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log (+ x y)) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (- a 1/2) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log z) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)))
22.0ms	z	@	-inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log (+ x y)) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (- a 1/2) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log z) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)))
22.0ms	z	@	inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log (+ x y)) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (- a 1/2) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log z) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)))
7.0ms	a	@	0	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log (+ x y)) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (- a 1/2) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log z) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)))
4.0ms	t	@	0	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log (+ x y)) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (- a 1/2) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log z) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)))

simplify2.0ms (0.1%)

Memory

2.7MiB live, 2.7MiB allocated

Algorithm

1×	egg-herbie

Counts

126 → 15

Calls

Call 1

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

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

rewrite1.0ms (0%)

Memory

1.4MiB live, 1.4MiB allocated

Counts

15 → 15

Calls

Call 1

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

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

eval3.0ms (0.1%)

Memory: 6.3MiB live, 6.3MiB allocated
Compiler: Compiled 1 166 to 66 computations (94.3% saved)

prune14.0ms (0.5%)

Memory

-24.2MiB live, 18.5MiB allocated

Pruning

19 alts after pruning (9 fresh and 10 done)

	Pruned	Kept	Total
New	31	2	33
Fresh	0	7	7
Picked	0	5	5
Done	0	5	5
Total	31	19	50

Accuracy

99.7%

Counts

50 → 19

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.7%	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
✓	12.4%	(+.f64 #s(approx (- (+ (log (+ x y)) (log z)) t) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
✓	43.0%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
	12.3%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 #s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) (log.f64 z)) t))
✓	41.1%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t))
✓	41.8%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)) t))
▶	40.1%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)) t))
✓	6.3%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)))
▶	4.1%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z)))
✓	42.5%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) (log.f64 z)))
▶	43.2%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) (log.f64 z)))
	6.0%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z))) (log.f64 z)))
	5.7%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (log.f64 z)) (log.f64 z)))
▶	2.7%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 x y))
✓	5.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y)))
▶	3.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))))
✓	5.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))))
✓	5.5%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)))
	2.9%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)))

Compiler

Compiled 794 to 565 computations (28.8% saved)

simplify1.0ms (0%)

Memory

2.1MiB live, 2.1MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
cost-diff	0	#s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
cost-diff	0	(log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))))
cost-diff	0	(+.f64 (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z))
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z)))
cost-diff	0	(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))
cost-diff	0	#s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
cost-diff	0	(log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))))
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))))
cost-diff	0	(log.f64 t)
cost-diff	0	#s(approx (+ (log (+ x y)) (log z)) (log.f64 t))
cost-diff	0	(-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)) t)
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)) t))
cost-diff	0	(+.f64 x y)
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 x y))
cost-diff	0	(-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)
cost-diff	0	#s(approx (log (+ x y)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t))
cost-diff	0	(+.f64 #s(approx (log (+ x y)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) (log.f64 z))
cost-diff	0	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) (log.f64 z)))

Calls

Call 1

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

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

localize56.0ms (1.8%)

Memory

-2.0MiB live, 72.2MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.125	(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))
accuracy	0.5617925589809039	(+.f64 (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z))
accuracy	59.983435721084234	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z)))
accuracy	61.85549664097467	#s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
accuracy	0.0	(log.f64 t)
accuracy	0.125	(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))
accuracy	60.447500223843136	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))))
accuracy	61.85549664097467	#s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
accuracy	0.0	(log.f64 t)
accuracy	0.00390625	(-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)) t)
accuracy	36.499200473052724	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)) t))
accuracy	56.99153756405311	#s(approx (+ (log (+ x y)) (log z)) (log.f64 t))
accuracy	0.0	(+.f64 x y)
accuracy	62.292966383922135	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 x y))
accuracy	0.5617925589809039	(+.f64 #s(approx (log (+ x y)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) (log.f64 z))
accuracy	59.17489914943282	#s(approx (log (+ x y)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t))
accuracy	59.983435721084234	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) (log.f64 z)))
accuracy	61.00853778509952	#s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64)))

Samples

37.0ms

256×

valid

Compiler

Compiled 529 to 52 computations (90.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 17.0ms

ival-log: 9.0ms (53.2% of total)

ival-add: 4.0ms (23.7% of total)

ival-sub: 2.0ms (11.8% of total)

ival-mult: 2.0ms (11.8% of total)

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

exact: 0.0ms (0% of total)

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

series115.0ms (3.7%)

Memory

22.2MiB live, 179.4MiB allocated

Counts

17 → 135

Calls

Call 1

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

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

Calls

15 calls:

Time	Variable		Point	Expression
26.0ms	z	@	-inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log (+ x y)) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ x y) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)) (log t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (* (- a 1/2) (log t)) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (+ (log (+ x y)) (log z)))
21.0ms	z	@	0	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log (+ x y)) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ x y) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)) (log t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (* (- a 1/2) (log t)) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (+ (log (+ x y)) (log z)))
19.0ms	z	@	inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log (+ x y)) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ x y) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)) (log t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (* (- a 1/2) (log t)) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (+ (log (+ x y)) (log z)))
12.0ms	t	@	0	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log (+ x y)) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ x y) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)) (log t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (* (- a 1/2) (log t)) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (+ (log (+ x y)) (log z)))
9.0ms	t	@	inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log (+ x y)) (- (+ (log (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ x y) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)) (log t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (* (- a 1/2) (log t)) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (+ (log (+ x y)) (log z)))

simplify2.0ms (0.1%)

Memory

2.7MiB live, 2.7MiB allocated

Algorithm

1×	egg-herbie

Counts

135 → 17

Calls

Call 1

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

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

rewrite1.0ms (0%)

Memory

1.7MiB live, 1.7MiB allocated

Counts

17 → 17

Calls

Call 1

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

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

eval3.0ms (0.1%)

Memory: 6.3MiB live, 6.3MiB allocated
Compiler: Compiled 1 340 to 76 computations (94.3% saved)

prune14.0ms (0.5%)

Memory

-17.4MiB live, 20.5MiB allocated

Pruning

21 alts after pruning (6 fresh and 15 done)

	Pruned	Kept	Total
New	36	2	38
Fresh	0	4	4
Picked	0	5	5
Done	0	10	10
Total	36	21	57

Accuracy

99.7%

Counts

57 → 21

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.7%	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
✓	12.4%	(+.f64 #s(approx (- (+ (log (+ x y)) (log z)) t) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
✓	43.0%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
	12.3%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 #s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) (log.f64 z)) t))
✓	41.1%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t))
✓	41.8%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)) t))
✓	40.1%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)) t))
✓	6.3%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)))
✓	4.1%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z)))
✓	42.5%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) (log.f64 z)))
✓	43.2%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) (log.f64 z)))
	6.0%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z))) (log.f64 z)))
	5.7%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (log.f64 z)) (log.f64 z)))
	3.8%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (log.f64 t)) (log.f64 z)))
	42.2%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) #s(approx (- (+ (log (+ x y)) (log z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z)))
✓	2.7%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 x y))
✓	5.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y)))
✓	3.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 #s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))))
✓	5.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))))
✓	5.5%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)))
	2.9%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)))

Compiler

Compiled 1 188 to 489 computations (58.8% saved)

regimes75.0ms (2.4%)

Memory

24.2MiB live, 103.2MiB allocated

Counts

21 → 1

Calls

Call 1

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

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

Calls

11 calls:

10.0ms	(log.f64 (+.f64 x y))
9.0ms	t
6.0ms	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
6.0ms	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
6.0ms	a

Results

Accuracy	Segments	Branch
99.7%	1	`x`
99.7%	1	`y`
99.7%	1	`z`
99.7%	1	`t`
99.7%	1	`a`
99.7%	1	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
99.7%	1	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
99.7%	1	`(log.f64 (+.f64 x y))`
99.7%	1	`(+.f64 x y)`
99.7%	1	`(log.f64 z)`
99.7%	1	`(-.f64 a #s(literal 1/2 binary64))`

Compiler

Compiled 40 to 75 computations (-87.5% saved)

regimes75.0ms (2.4%)

Memory

-17.5MiB live, 99.6MiB allocated

Counts

20 → 3

Calls

Call 1

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

Outputs

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

#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))

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

Calls

11 calls:

9.0ms	y
9.0ms	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
8.0ms	(-.f64 a #s(literal 1/2 binary64))
6.0ms	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
6.0ms	(log.f64 z)

Results

Accuracy	Segments	Branch
50.0%	4	`x`
50.9%	4	`y`
49.1%	3	`z`
64.9%	2	`t`
70.9%	3	`a`
62.0%	2	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
53.1%	5	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
53.0%	5	`(log.f64 (+.f64 x y))`
53.0%	5	`(+.f64 x y)`
49.1%	3	`(log.f64 z)`
70.9%	3	`(-.f64 a #s(literal 1/2 binary64))`

Compiler

Compiled 40 to 75 computations (-87.5% saved)

regimes55.0ms (1.8%)

Memory

2.4MiB live, 77.9MiB allocated

Counts

14 → 1

Calls

Call 1

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

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

Calls

11 calls:

7.0ms	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
7.0ms	z
5.0ms	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
4.0ms	y
4.0ms	(log.f64 z)

Results

Accuracy	Segments	Branch
43.2%	1	`x`
43.2%	1	`z`
43.2%	1	`(log.f64 z)`
43.2%	1	`y`
43.2%	1	`(log.f64 (+.f64 x y))`
43.2%	1	`(+.f64 x y)`
43.2%	1	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
43.2%	1	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
43.2%	1	`t`
43.2%	1	`a`
43.2%	1	`(-.f64 a #s(literal 1/2 binary64))`

Compiler

Compiled 40 to 75 computations (-87.5% saved)

regimes36.0ms (1.2%)

Memory

18.0MiB live, 55.9MiB allocated

Counts

8 → 2

Calls

Call 1

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

Outputs

#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y)))

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

Calls

11 calls:

5.0ms	(+.f64 x y)
3.0ms	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
3.0ms	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
3.0ms	z
3.0ms	(log.f64 z)

Results

Accuracy	Segments	Branch
41.8%	1	`a`
41.8%	1	`(-.f64 a #s(literal 1/2 binary64))`
41.8%	1	`x`
44.3%	2	`t`
41.8%	1	`(log.f64 (+.f64 x y))`
41.8%	1	`(+.f64 x y)`
41.8%	1	`y`
41.8%	1	`z`
41.8%	1	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
41.8%	1	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
41.8%	1	`(log.f64 z)`

Compiler

Compiled 40 to 75 computations (-87.5% saved)

regimes3.0ms (0.1%)

Memory

4.8MiB live, 4.8MiB allocated

Counts

5 → 2

Calls

Call 1

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

Outputs

#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)))

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

Calls

1 calls:

2.0ms

Results

Accuracy	Segments	Branch
43.8%	2	`t`

Compiler

Compiled 1 to 5 computations (-400% saved)

regimes27.0ms (0.9%)

Memory

-0.6MiB live, 41.3MiB allocated

Counts

4 → 1

Calls

Call 1

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

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

Calls

11 calls:

6.0ms	(log.f64 z)
2.0ms	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
2.0ms	(+.f64 x y)
2.0ms	z
2.0ms	(log.f64 (+.f64 x y))

Results

Accuracy	Segments	Branch
41.1%	1	`a`
41.1%	1	`(-.f64 a #s(literal 1/2 binary64))`
41.1%	1	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
41.1%	1	`y`
41.1%	1	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
41.1%	1	`x`
41.1%	1	`(log.f64 (+.f64 x y))`
41.1%	1	`(+.f64 x y)`
41.1%	1	`z`
41.1%	1	`(log.f64 z)`
41.1%	1	`t`

Compiler

Compiled 40 to 75 computations (-87.5% saved)

regimes18.0ms (0.6%)

Memory

-4.9MiB live, 33.4MiB allocated

Accuracy

Total -2.7b remaining (-4.5%)

Threshold costs -2.7b (-4.5%)

Counts

2 → 1

Calls

Call 1

Inputs

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

#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 x y))

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

Calls

11 calls:

3.0ms	x
1.0ms	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
1.0ms	(log.f64 z)
1.0ms	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
1.0ms	(log.f64 (+.f64 x y))

Results

Accuracy	Segments	Branch
5.6%	1	`t`
5.6%	1	`(log.f64 (+.f64 x y))`
5.6%	1	`(+.f64 x y)`
5.6%	1	`y`
5.6%	1	`a`
5.6%	1	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
5.6%	1	`(-.f64 a #s(literal 1/2 binary64))`
5.6%	1	`z`
5.6%	1	`(log.f64 z)`
5.6%	1	`x`
5.6%	1	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`

Compiler

Compiled 40 to 75 computations (-87.5% saved)

bsearch47.0ms (1.5%)

Memory

-22.8MiB live, 52.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
14.0ms	1.3661057517413652e+57	3.093733500940686e+59
25.0ms	-3.5485406111849956e+44	-24024046024071.883

Samples

28.0ms

288×

valid

Compiler

Compiled 1 189 to 833 computations (29.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 19.0ms

ival-log: 10.0ms (51.5% of total)

ival-add: 6.0ms (30.9% of total)

ival-mult: 2.0ms (10.3% of total)

ival-sub: 1.0ms (5.2% of total)

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

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

bsearch19.0ms (0.6%)

Memory

24.8MiB live, 24.8MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
17.0ms	209.91220905629083	801860.0805689315

Samples

12.0ms

128×

valid

Compiler

Compiled 427 to 343 computations (19.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 8.0ms

ival-log: 4.0ms (48.4% of total)

ival-add: 2.0ms (24.2% of total)

ival-sub: 1.0ms (12.1% of total)

ival-mult: 1.0ms (12.1% of total)

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

exact: 0.0ms (0% of total)

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

bsearch27.0ms (0.9%)

Memory

-17.1MiB live, 24.7MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
25.0ms	0.029679103654589433	10.12424974329514

Samples

20.0ms

128×

valid

Compiler

Compiled 475 to 343 computations (27.8% saved)

Precisions

Click to see histograms. Total time spent on operations: 16.0ms

ival-sub: 9.0ms (56.8% of total)

ival-log: 4.0ms (25.2% of total)

ival-add: 2.0ms (12.6% of total)

ival-mult: 1.0ms (6.3% of total)

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

exact: 0.0ms (0% of total)

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

simplify5.0ms (0.2%)

Memory

9.4MiB live, 9.4MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
(if (<=.f64 (-.f64 a #s(literal 1/2 binary64)) #s(literal -72000000000000000000000 binary64)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) #s(approx (- (+ (log (+ x y)) (log z)) t) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z))) (if (<=.f64 (-.f64 a #s(literal 1/2 binary64)) #s(literal 5500000000000000178794520703784878169782272149865166274560 binary64)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) ( (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) #s(approx (- (+ (log (+ x y)) (log z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z)))))
#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) (log.f64 z)))
(if (<=.f64 t #s(literal 235 binary64)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y))) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)))
(if (<=.f64 t #s(literal 1 binary64)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 z))) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)))
#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t))
#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))))

Outputs
(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
(if (<=.f64 (-.f64 a #s(literal 1/2 binary64)) #s(literal -72000000000000000000000 binary64)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) #s(approx (- (+ (log (+ x y)) (log z)) t) (.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z))) (if (<=.f64 (-.f64 a #s(literal 1/2 binary64)) #s(literal 5500000000000000178794520703784878169782272149865166274560 binary64)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) ( (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) #s(approx (- (+ (log (+ x y)) (log z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))) (log.f64 z)))))
#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 #s(approx (log (+ x y)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) (log.f64 z)))
(if (<=.f64 t #s(literal 235 binary64)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y))) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)))
(if (<=.f64 t #s(literal 1 binary64)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 z))) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)))
#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t))
#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))))

soundness2.0ms (0.1%)

Memory

2.8MiB live, 2.8MiB allocated

Stop Event

1×

fuel

Compiler

Compiled 348 to 52 computations (85.1% saved)

preprocess50.0ms (1.6%)

Memory: 0.9MiB live, 75.6MiB allocated
Compiler: Compiled 760 to 164 computations (78.4% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze71.0ms (2.3%)

sample1.6s (52.1%)

explain171.0ms (5.5%)

preprocess4.0ms (0.1%)

eval0.0ms (0%)

prune1.0ms (0%)

simplify1.0ms (0%)

localize40.0ms (1.3%)

series180.0ms (5.8%)

simplify2.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0%)

prune2.0ms (0.1%)

simplify1.0ms (0%)

localize60.0ms (1.9%)

series132.0ms (4.3%)

simplify2.0ms (0.1%)

rewrite1.0ms (0%)

eval5.0ms (0.1%)

prune14.0ms (0.4%)

simplify1.0ms (0%)

localize49.0ms (1.6%)

series96.0ms (3.1%)

simplify2.0ms (0.1%)

rewrite1.0ms (0%)

eval3.0ms (0.1%)

prune14.0ms (0.5%)

simplify1.0ms (0%)

localize56.0ms (1.8%)

series115.0ms (3.7%)

simplify2.0ms (0.1%)

rewrite1.0ms (0%)

eval3.0ms (0.1%)

prune14.0ms (0.5%)

regimes75.0ms (2.4%)

regimes75.0ms (2.4%)

regimes55.0ms (1.8%)

regimes36.0ms (1.2%)

regimes3.0ms (0.1%)

regimes27.0ms (0.9%)

regimes18.0ms (0.6%)

bsearch47.0ms (1.5%)

bsearch19.0ms (0.6%)

bsearch27.0ms (0.9%)

simplify5.0ms (0.2%)

soundness2.0ms (0.1%)

preprocess50.0ms (1.6%)

end0.0ms (0%)

Profiling