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

start0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

analyze70.0ms (2.4%)

Memory

10.3MiB live, 88.5MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
0%	0%	99.8%	0.2%	0%	0%	0%	1
0%	0%	99.8%	0.2%	0%	0%	0%	2
0%	0%	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)

sample1.5s (52.4%)

Memory

28.0MiB live, 2 321.4MiB allocated

Samples

878.0ms	8 256×	0	valid
220.0ms	1 986×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 742.0ms

ival-log: 365.0ms (49.2% of total)

ival-add: 168.0ms (22.7% of total)

ival-sub: 108.0ms (14.6% of total)

ival-mult: 80.0ms (10.8% of total)

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

exact: 7.0ms (0.9% of total)

ival-assert: 4.0ms (0.5% of total)

Bogosity

explain165.0ms (5.6%)

Memory

-39.2MiB live, 327.0MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Underpredictions	Example	Subexpression
3	-	3	(-2.283894121164834e-215 1.8642188853955694e+206 3.164385323925358e-204 1.0033239847831475e-271 6.552728646253823e+21)	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
0	-	0	-	`(log.f64 t)`
0	-	0	-	`a`
0	-	0	-	`(log.f64 (+.f64 x y))`
0	-	0	-	`t`
0	-	0	-	`(log.f64 z)`
0	-	0	-	`(-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)`
0	-	0	-	`z`
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	-	`y`
0	-	0	-	`(+.f64 x y)`
0	-	0	-	`(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))`
0	-	0	-	`#s(literal 1/2 binary64)`
0	-	0	-	`x`
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

62.0ms

512×

valid

Compiler

Compiled 194 to 64 computations (67% saved)

Precisions

Click to see histograms. Total time spent on operations: 39.0ms

ival-log: 18.0ms (45.8% of total)

ival-add: 9.0ms (22.9% of total)

ival-sub: 8.0ms (20.3% of total)

ival-mult: 3.0ms (7.6% of total)

ival-true: 1.0ms (2.5% of total)

exact: 0.0ms (0% of total)

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

preprocess4.0ms (0.2%)

Memory

10.6MiB live, 10.6MiB 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: 0.2MiB live, 0.2MiB allocated
Compiler: Compiled 0 to 5 computations (-∞% saved)

prune0.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.6%	(+.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)

simplify0.0ms (0%)

Memory

1.0MiB live, 1.1MiB 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)

localize62.0ms (2.1%)

Memory

20.1MiB live, 99.8MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)
accuracy	0.15234375	(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))
accuracy	0.15559259023130584	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
accuracy	0.6160577745093814	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))

Samples

45.0ms

256×

valid

Compiler

Compiled 118 to 32 computations (72.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 26.0ms

ival-log: 13.0ms (50.5% of total)

ival-add: 6.0ms (23.3% of total)

ival-sub: 4.0ms (15.5% of total)

ival-mult: 3.0ms (11.7% of total)

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

exact: 0.0ms (0% of total)

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

series185.0ms (6.3%)

Memory

-5.4MiB live, 220.3MiB 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
57.0ms	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)))
41.0ms	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)))
27.0ms	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)))
15.0ms	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)))
9.0ms	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)))

simplify1.0ms (0.1%)

Memory

2.2MiB live, 2.2MiB 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

0.6MiB live, 0.6MiB 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: 1.9MiB live, 1.9MiB allocated
Compiler: Compiled 207 to 31 computations (85% saved)

prune2.0ms (0.1%)

Memory

3.8MiB live, 3.8MiB 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

99.6%

Counts

11 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.6%	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
▶	13.0%	(+.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)))
▶	41.2%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
▶	6.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)))
▶	6.4%	#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

1.4MiB live, 1.4MiB 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 (2%)

Memory

-22.2MiB live, 61.6MiB allocated

Localize:

Found 15 expressions of interest:

New	Metric	Score
accuracy	0.0	(log.f64 t)
accuracy	0.15234375	(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))
accuracy	0.15559259023130584	(+.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	60.034796227007185	#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	0.0078125	(-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t)
accuracy	0.6160577745093814	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
accuracy	37.631728805354896	#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	0.6160577745093814	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
accuracy	59.76217528698001	#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	59.92197132002872	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y)))

Samples

42.0ms

256×

valid

Compiler

Compiled 327 to 46 computations (85.9% saved)

Precisions

Click to see histograms. Total time spent on operations: 27.0ms

ival-log: 19.0ms (70.4% of total)

ival-add: 4.0ms (14.8% of total)

ival-sub: 2.0ms (7.4% of total)

ival-mult: 2.0ms (7.4% of total)

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

exact: 0.0ms (0% of total)

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

series108.0ms (3.7%)

Memory

30.5MiB live, 229.6MiB 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
21.0ms	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))
21.0ms	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))
20.0ms	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))
11.0ms	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))
11.0ms	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)

rewrite4.0ms (0.1%)

Memory

-36.0MiB live, 1.4MiB 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 (0.2%)

Memory: 8.6MiB live, 8.6MiB allocated
Compiler: Compiled 1 497 to 82 computations (94.5% saved)

prune10.0ms (0.3%)

Memory

16.6MiB live, 16.6MiB allocated

Pruning

15 alts after pruning (10 fresh and 5 done)

	Pruned	Kept	Total
New	39	10	49
Fresh	0	0	0
Picked	0	4	4
Done	0	1	1
Total	39	15	54

Accuracy

99.6%

Counts

54 → 15

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.6%	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
✓	13.0%	(+.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)))
✓	41.2%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
▶	38.2%	#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))
▶	39.2%	#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))
	37.8%	#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))
✓	6.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)))
	3.5%	#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)))
	6.1%	#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))
✓	6.4%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y)))
▶	4.4%	#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)))))
▶	4.4%	#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))))
▶	4.9%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)))
	2.7%	#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 672 to 486 computations (27.7% saved)

simplify1.0ms (0%)

Memory

1.6MiB live, 1.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score	Program
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 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	(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))

Calls

Call 1

Inputs
#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
#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))) (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

Outputs
#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
#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))) (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

localize51.0ms (1.7%)

Memory

-17.9MiB live, 60.4MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.0	(log.f64 t)
accuracy	0.15234375	(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))
accuracy	59.92197132002872	#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	61.78974785039468	#s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
accuracy	0.0	(log.f64 z)
accuracy	54.846059480953016	#s(approx (+ (log (+ x y)) (log z)) (log.f64 z))
accuracy	59.76217528698001	#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	0.0078125	(-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)
accuracy	37.631728805354896	#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	60.81768990764196	#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	59.76217528698001	#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	60.81768990764196	#s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64)))
accuracy	0.0	(log.f64 z)
accuracy	0.0078125	(-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)) t)
accuracy	37.631728805354896	#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	54.846059480953016	#s(approx (+ (log (+ x y)) (log z)) (log.f64 z))

Samples

32.0ms

256×

valid

Compiler

Compiled 429 to 48 computations (88.8% saved)

Precisions

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

ival-log: 9.0ms (52.7% of total)

ival-add: 4.0ms (23.4% of total)

ival-sub: 2.0ms (11.7% of total)

ival-mult: 2.0ms (11.7% of total)

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

exact: 0.0ms (0% of total)

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

series113.0ms (3.8%)

Memory

15.4MiB live, 173.1MiB allocated

Counts

15 → 143

Calls

Call 1

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

Calls

15 calls:

Time	Variable		Point	Expression
23.0ms	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 z) (+ (- (+ (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)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (* (- a 1/2) (log t)) (log t))
23.0ms	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 z) (+ (- (+ (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)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (* (- a 1/2) (log t)) (log t))
18.0ms	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 z) (+ (- (+ (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)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (* (- a 1/2) (log t)) (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 z) (+ (- (+ (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)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (* (- a 1/2) (log t)) (log t))
9.0ms	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 z) (+ (- (+ (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)) t) (* (- a 1/2) (log t))) (log (+ x y)) (+ x y) (* (- a 1/2) (log t)) (log t))

simplify2.0ms (0.1%)

Memory

2.9MiB live, 2.9MiB allocated

Algorithm

1×	egg-herbie

Counts

143 → 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)) 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))))
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)))) 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))))
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))))) 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))))
(* -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)) 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))))
(* 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))))) 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))))
(* -1 (* y (- (* -1 (/ x y)) 1)))
(- (+ (log z) (+ (log (+ x y)) (* (log t) (- a 1/2)))) t)
(- (+ (log z) (log (+ x y))) t)
(+ (log z) (log (+ x y)))
(log z)
(- (+ (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))))
(* -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 -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
(- a 1/2)
(* -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
(* a (- 1 (* 1/2 (/ 1 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 (- (* 1/2 (/ 1 a)) 1)))
(* -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)) (log z)) (log.f64 z)) t))
(- (+ (log y) (+ (log z) (+ (* (log t) (- a 1/2)) (/ 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))) (* (log t) (- a 1/2))))) t)
#s(approx (+ (log (+ x y)) (log z)) (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 z)
(- (+ (log y) (log 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))))
(- (+ (log y) (+ (log z) (/ x y))) t)
#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))))) t)
(-.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))))) 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))
(+ (log y) (log z))
(-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)
(+ (log y) (+ (log z) (/ 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) (+ (log z) (* 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) (+ (log z) (* 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)
#s(approx (+ x y) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
(+ (log y) (/ x y))
(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))
(+ (log y) (* x (+ (* -1/2 (/ x (pow y 2))) (/ 1 y))))
(log.f64 t)

rewrite1.0ms (0%)

Memory

1.7MiB live, 1.7MiB 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)) (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)
#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)) 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))
(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)) (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)
#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)) 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))
(log.f64 t)

eval3.0ms (0.1%)

Memory: 7.0MiB live, 7.0MiB allocated
Compiler: Compiled 1 264 to 63 computations (95% saved)

prune13.0ms (0.4%)

Memory

-20.2MiB live, 18.1MiB allocated

Pruning

17 alts after pruning (7 fresh and 10 done)

	Pruned	Kept	Total
New	35	2	37
Fresh	0	5	5
Picked	0	5	5
Done	0	5	5
Total	35	17	52

Accuracy

99.6%

Counts

52 → 17

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.6%	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
✓	13.0%	(+.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)))
✓	41.2%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
▶	9.5%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) t))
✓	38.2%	#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))
✓	39.2%	#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))
▶	37.8%	#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))
✓	6.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)))
	3.5%	#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)))
	6.1%	#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))
✓	6.4%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y)))
✓	4.4%	#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)))))
✓	4.4%	#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))))
✓	4.9%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)))
▶	2.7%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)))
▶	42.3%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (log (+ x y)) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))))

Compiler

Compiled 666 to 474 computations (28.8% saved)

simplify1.0ms (0%)

Memory

1.6MiB live, 1.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 17 expressions of interest:

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

Calls

Call 1

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

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

localize48.0ms (1.6%)

Memory

23.1MiB live, 60.1MiB allocated

Localize:

Found 17 expressions of interest:

New	Metric	Score
accuracy	0.0	(log.f64 t)
accuracy	0.0078125	(-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)) t)
accuracy	37.631728805354896	#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	57.5904202918881	#s(approx (+ (log (+ x y)) (log z)) (log.f64 t))
accuracy	0.0	(log.f64 t)
accuracy	57.5904202918881	#s(approx (+ (log (+ x y)) (log z)) (log.f64 t))
accuracy	59.76217528698001	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)))
accuracy	0.0078125	(-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)
accuracy	29.74871087560453	#s(approx (+ (log (+ x y)) (log z)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t))
accuracy	37.631728805354896	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) t))
accuracy	60.81768990764196	#s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64)))
accuracy	0.0	(+.f64 x y)
accuracy	62.25567191912834	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 x y))
accuracy	0.0	(log.f64 t)
accuracy	0.15234375	(*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))
accuracy	59.26524998799227	#s(approx (log (+ x y)) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
accuracy	59.92197132002872	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (log (+ x y)) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))))

Samples

34.0ms

256×

valid

Compiler

Compiled 458 to 49 computations (89.3% saved)

Precisions

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

ival-log: 9.0ms (52.9% of total)

ival-add: 4.0ms (23.5% of total)

ival-sub: 2.0ms (11.7% of total)

ival-mult: 2.0ms (11.7% of total)

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

exact: 0.0ms (0% of total)

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

series127.0ms (4.3%)

Memory

-59.9MiB live, 171.5MiB allocated

Counts

16 → 140

Calls

Call 1

Inputs
#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (log (+ x y)) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))))
#s(approx (log (+ 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))
#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)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) t))
(-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) t)
#s(approx (+ (log (+ x y)) (log z)) (-.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 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))) (-.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)) (-.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 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)) 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 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)))) 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)))))
(- (+ (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))))) 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 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)) 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 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)))) 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)))))
(- (+ (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))))) 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 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 t) (- a 1/2))
(+ (log z) (+ (log (+ x y)) (* -1 t)))
(log t)
(* -1 t)
(* t (- (+ (* -1 (/ (* (log (/ 1 t)) (- a 1/2)) t)) (+ (/ (log z) t) (/ (log (+ x y)) t))) 1))
(* -1 (* (log (/ 1 t)) (- a 1/2)))
(* t (- (+ (/ (log z) t) (/ (log (+ x y)) t)) 1))
(* -1 (log (/ 1 t)))
(* -1 (* t (+ 1 (* -1 (/ (+ (log z) (+ (log (+ x y)) (* (+ (log -1) (* -1 (log (/ -1 t)))) (- a 1/2)))) t)))))
(* (+ (log -1) (* -1 (log (/ -1 t)))) (- a 1/2))
(* -1 (* t (+ 1 (* -1 (/ (+ (log z) (log (+ x y))) t)))))
(+ (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
34.0ms	z	@	0	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (* (- a 1/2) (log t)) (- a 1/2) (+ (- (+ (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 (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log t) (+ (- (+ (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)) (* (- a 1/2) (log t)) (- a 1/2) (+ (- (+ (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 (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)))
21.0ms	z	@	inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (* (- a 1/2) (log t)) (- a 1/2) (+ (- (+ (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 (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)))
12.0ms	t	@	inf	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (* (- a 1/2) (log t)) (- a 1/2) (+ (- (+ (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 (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (- (+ (log (+ x y)) (log z)) t) (+ (log (+ x y)) (log z)))
9.0ms	t	@	0	((+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log (+ x y)) (* (- a 1/2) (log t)) (- a 1/2) (+ (- (+ (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 (+ x y)) (log z)) t) (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+ (log (+ x y)) (log z)) (log t) (+ (- (+ (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

2.6MiB live, 2.6MiB allocated

Algorithm

1×	egg-herbie

Counts

140 → 16

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

rewrite1.0ms (0%)

Memory

1.6MiB live, 1.6MiB allocated

Counts

16 → 16

Calls

Call 1

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

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

eval3.0ms (0.1%)

Memory: 6.4MiB live, 6.4MiB allocated
Compiler: Compiled 1 208 to 61 computations (95% saved)

prune12.0ms (0.4%)

Memory

18.7MiB live, 18.7MiB allocated

Pruning

18 alts after pruning (3 fresh and 15 done)

	Pruned	Kept	Total
New	34	1	35
Fresh	0	2	2
Picked	0	5	5
Done	0	10	10
Total	34	18	52

Accuracy

99.6%

Counts

52 → 18

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.6%	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
✓	13.0%	(+.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)))
✓	41.2%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t))
✓	9.5%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 a #s(literal 1/2 binary64))) t)) t))
	9.1%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (-.f64 #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)) t)) t))
✓	38.2%	#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))
✓	39.2%	#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))
✓	37.8%	#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))
✓	6.6%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)))
	3.5%	#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)))
	6.1%	#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))
✓	6.4%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) (log.f64 (+.f64 x y)))
✓	4.4%	#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)))))
✓	4.4%	#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))))
✓	4.9%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 z)))
✓	2.7%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (+ (log (+ x y)) (log z)) (log.f64 t)))
✓	42.3%	#s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (log (+ x y)) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t))))

Compiler

Compiled 996 to 411 computations (58.7% saved)

regimes69.0ms (2.3%)

Memory

-23.3MiB live, 89.5MiB allocated

Counts

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

8.0ms	(+.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	x
8.0ms	(-.f64 a #s(literal 1/2 binary64))
6.0ms	y
5.0ms	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))

Results

Accuracy	Segments	Branch
99.6%	1	`x`
99.6%	1	`y`
99.6%	1	`z`
99.6%	1	`t`
99.6%	1	`a`
99.6%	1	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
99.6%	1	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
99.6%	1	`(log.f64 (+.f64 x y))`
99.6%	1	`(+.f64 x y)`
99.6%	1	`(log.f64 z)`
99.6%	1	`(-.f64 a #s(literal 1/2 binary64))`

Compiler

Compiled 40 to 75 computations (-87.5% saved)

regimes64.0ms (2.2%)

Memory

6.3MiB live, 85.7MiB allocated

Counts

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

Outputs

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

Calls

11 calls:

9.0ms	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
8.0ms	x
5.0ms	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
5.0ms	(log.f64 (+.f64 x y))
5.0ms	a

Results

Accuracy	Segments	Branch
48.1%	4	`x`
50.5%	5	`y`
50.8%	4	`z`
66.9%	2	`t`
65.6%	3	`a`
60.1%	2	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
47.6%	4	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
49.8%	3	`(log.f64 (+.f64 x y))`
49.8%	3	`(+.f64 x y)`
50.8%	4	`(log.f64 z)`
65.6%	3	`(-.f64 a #s(literal 1/2 binary64))`

Compiler

Compiled 40 to 75 computations (-87.5% saved)

regimes41.0ms (1.4%)

Memory

23.3MiB live, 61.1MiB allocated

Counts

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

6.0ms	(log.f64 (+.f64 x y))
4.0ms	(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))
4.0ms	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
3.0ms	(+.f64 x y)
3.0ms	a

Results

Accuracy	Segments	Branch
39.2%	1	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
39.2%	1	`x`
39.2%	1	`y`
39.2%	1	`z`
39.2%	1	`(log.f64 z)`
39.2%	1	`(log.f64 (+.f64 x y))`
39.2%	1	`(+.f64 x y)`
42.1%	2	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
39.2%	1	`(-.f64 a #s(literal 1/2 binary64))`
39.2%	1	`a`
42.4%	2	`t`

Compiler

Compiled 40 to 75 computations (-87.5% saved)

regimes30.0ms (1%)

Memory

8.9MiB live, 46.8MiB allocated

Counts

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

11 calls:

5.0ms	(-.f64 a #s(literal 1/2 binary64))
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)))
2.0ms	(+.f64 x y)
2.0ms	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
2.0ms	t

Results

Accuracy	Segments	Branch
38.2%	1	`a`
38.2%	1	`x`
38.2%	1	`y`
38.2%	1	`z`
38.2%	1	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
38.2%	1	`(log.f64 (+.f64 x y))`
38.2%	1	`(+.f64 x y)`
38.2%	1	`(log.f64 z)`
38.2%	1	`(-.f64 a #s(literal 1/2 binary64))`
38.2%	1	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
40.4%	2	`t`

Compiler

Compiled 40 to 75 computations (-87.5% saved)

regimes10.0ms (0.4%)

Memory

-29.5MiB live, 12.5MiB allocated

Counts

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

3 calls:

5.0ms	t
2.0ms	(log.f64 z)
2.0ms	z

Results

Accuracy	Segments	Branch
38.2%	1	`z`
38.2%	1	`(log.f64 z)`
38.2%	1	`t`

Compiler

Compiled 4 to 16 computations (-300% saved)

regimes18.0ms (0.6%)

Memory

-6.0MiB live, 32.3MiB allocated

Accuracy

Total -2.0b remaining (-3.2%)

Threshold costs -2b (-3.2%)

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:

4.0ms	(+.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	(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))
1.0ms	(-.f64 a #s(literal 1/2 binary64))
1.0ms	(log.f64 (+.f64 x y))
1.0ms	(log.f64 z)

Results

Accuracy	Segments	Branch
4.4%	1	`(+.f64 (-.f64 (+.f64 (log.f64 (+.f64 x y)) (log.f64 z)) t) (*.f64 (-.f64 a #s(literal 1/2 binary64)) (log.f64 t)))`
4.4%	1	`y`
4.4%	1	`a`
4.4%	1	`(-.f64 a #s(literal 1/2 binary64))`
4.4%	1	`x`
4.4%	1	`t`
4.4%	1	`(+.f64 (log.f64 (+.f64 x y)) (log.f64 z))`
4.4%	1	`(log.f64 (+.f64 x y))`
4.4%	1	`(+.f64 x y)`
4.4%	1	`z`
4.4%	1	`(log.f64 z)`

Compiler

Compiled 40 to 75 computations (-87.5% saved)

bsearch17.0ms (0.6%)

Memory

21.2MiB live, 21.2MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
15.0ms	53953257327782960.0	3964646894437337000.0

Samples

11.0ms

112×

valid

Compiler

Compiled 425 to 324 computations (23.8% saved)

Precisions

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

ival-log: 4.0ms (53.1% of total)

ival-add: 2.0ms (26.6% of total)

ival-sub: 1.0ms (13.3% of total)

ival-mult: 1.0ms (13.3% 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

-7.6MiB live, 29.5MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
25.0ms	7.967694749093936e-8	21451835.780136622

Samples

15.0ms

160×

valid

Compiler

Compiled 529 to 423 computations (20% saved)

Precisions

Click to see histograms. Total time spent on operations: 10.0ms

ival-log: 5.0ms (48% of total)

ival-add: 2.0ms (19.2% of total)

ival-sub: 1.0ms (9.6% of total)

ival-mult: 1.0ms (9.6% of total)

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

exact: 0.0ms (0% of total)

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

bsearch2.0ms (0.1%)

Memory

2.2MiB live, 2.2MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	7.967694749093936e-8	21451835.780136622

Compiler

Compiled 589 to 423 computations (28.2% saved)

simplify5.0ms (0.2%)

Memory

9.0MiB live, 9.0MiB 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 t #s(literal 105000000000000000 binary64)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (log (+ 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 #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))) (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 t #s(literal 105000000000000000 binary64)) #s(approx (+ (- (+ (log (+ x y)) (log z)) t) (* (- a 1/2) (log t))) #s(approx (log (+ 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 #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))) (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))))

soundness1.0ms (0%)

Memory

2.3MiB live, 2.3MiB allocated

Stop Event

1×

fuel

Compiler

Compiled 252 to 41 computations (83.7% saved)

preprocess51.0ms (1.8%)

Memory: -12.2MiB live, 67.0MiB allocated
Compiler: Compiled 568 to 142 computations (75% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze70.0ms (2.4%)

sample1.5s (52.4%)

explain165.0ms (5.6%)

preprocess4.0ms (0.2%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize62.0ms (2.1%)

series185.0ms (6.3%)

simplify1.0ms (0.1%)

rewrite0.0ms (0%)

eval1.0ms (0%)

prune2.0ms (0.1%)

simplify1.0ms (0%)

localize60.0ms (2%)

series108.0ms (3.7%)

simplify2.0ms (0.1%)

rewrite4.0ms (0.1%)

eval5.0ms (0.2%)

prune10.0ms (0.3%)

simplify1.0ms (0%)

localize51.0ms (1.7%)

series113.0ms (3.8%)

simplify2.0ms (0.1%)

rewrite1.0ms (0%)

eval3.0ms (0.1%)

prune13.0ms (0.4%)

simplify1.0ms (0%)

localize48.0ms (1.6%)

series127.0ms (4.3%)

simplify2.0ms (0.1%)

rewrite1.0ms (0%)

eval3.0ms (0.1%)

prune12.0ms (0.4%)

regimes69.0ms (2.3%)

regimes64.0ms (2.2%)

regimes41.0ms (1.4%)

regimes30.0ms (1%)

regimes10.0ms (0.4%)

regimes18.0ms (0.6%)

bsearch17.0ms (0.6%)

bsearch27.0ms (0.9%)

bsearch2.0ms (0.1%)

simplify5.0ms (0.2%)

soundness1.0ms (0%)

preprocess51.0ms (1.8%)

end0.0ms (0%)

Profiling