Metrics for Numeric.SpecFunctions:incompleteGamma from math-functions-0.1.5.2, A

start0.0ms (0%)

Memory: 0.2MiB live, 0.2MiB allocated

analyze2.0ms (0.1%)

Memory

3.3MiB live, 3.3MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
0%	0%	99.8%	0.2%	0%	0%	0%	1
0%	0%	99.8%	0.2%	0%	0%	0%	2
0%	0%	49.9%	0.2%	0%	49.9%	0%	3
0%	0%	49.9%	0.2%	0%	49.9%	0%	4
100%	25%	0%	0.2%	0%	74.9%	0%	5

Compiler

Compiled 13 to 12 computations (7.7% saved)

sample992.0ms (46.4%)

Memory

-19.2MiB live, 1 544.7MiB allocated

Samples

675.0ms	8 255×	0	valid
0.0ms	1×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 425.0ms

ival-log: 212.0ms (49.9% of total)

ival-sub: 96.0ms (22.6% of total)

ival-mult: 69.0ms (16.3% of total)

ival-add: 37.0ms (8.7% of total)

ival-true: 7.0ms (1.6% of total)

ival-assert: 4.0ms (0.9% of total)

adjust: 0.0ms (0% of total)

Bogosity

explain120.0ms (5.6%)

Memory

19.9MiB live, 180.8MiB allocated

FPErrors

Click to see full error table

Example	Example	Subexpression
-	-	`(*.f64 x (log.f64 y))`
-	-	`(log.f64 t)`
-	-	`(log.f64 y)`
-	-	`t`
-	-	`(-.f64 (*.f64 x (log.f64 y)) y)`
-	-	`z`
-	-	`y`
-	-	`(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))`
-	-	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)`
-	-	`x`

Confusion

	Predicted +	Predicted -
+	0	0
-	0	256

Precision

0/0

Recall

0/0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	0	0	0
-	0	0	256

Precision?

0/0

Recall?

0/0

Freqs

test

number	freq
0	256

Total Confusion?

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

Precision?

0/0

Recall?

0/0

Samples

45.0ms

512×

valid

Compiler

Compiled 126 to 44 computations (65.1% saved)

Precisions

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

ival-log: 13.0ms (49.6% of total)

ival-sub: 7.0ms (26.7% of total)

ival-mult: 4.0ms (15.3% of total)

ival-add: 2.0ms (7.6% of total)

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

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

preprocess4.0ms (0.2%)

Memory

8.0MiB live, 8.0MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))

Outputs
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))

Compiler

Compiled 11 to 10 computations (9.1% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated
Compiler: Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	99.9%	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))

Compiler

Compiled 11 to 10 computations (9.1% saved)

simplify0.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 x (log.f64 y))
cost-diff	0	(-.f64 (*.f64 x (log.f64 y)) y)
cost-diff	0	(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
cost-diff	0	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))

Calls

Call 1

Inputs
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
(-.f64 (*.f64 x (log.f64 y)) y)
(*.f64 x (log.f64 y))
x
(log.f64 y)
y
z
(log.f64 t)
t

Outputs
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
(-.f64 (*.f64 x (log.f64 y)) y)
(*.f64 x (log.f64 y))
x
(log.f64 y)
y
z
(log.f64 t)
t

localize34.0ms (1.6%)

Memory

-34.6MiB live, 46.5MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
accuracy	0.0078125	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
accuracy	0.01171875	(-.f64 (*.f64 x (log.f64 y)) y)
accuracy	0.2421875	(*.f64 x (log.f64 y))

Samples

24.0ms

256×

valid

Compiler

Compiled 76 to 22 computations (71.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 12.0ms

ival-log: 6.0ms (51% of total)

ival-sub: 2.0ms (17% of total)

ival-mult: 2.0ms (17% of total)

ival-add: 1.0ms (8.5% of total)

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

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

series152.0ms (7.1%)

Memory

26.1MiB live, 255.5MiB allocated

Counts

4 → 36

Calls

Call 1

Inputs
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
(-.f64 (*.f64 x (log.f64 y)) y)
(*.f64 x (log.f64 y))

Outputs
(- (log t) (+ y z))
(- (+ (log t) (* x (log y))) (+ y z))
(* -1 (+ y z))
(- (* x (log y)) (+ y z))
(* -1 y)
(- (* x (log y)) y)
(* x (log y))
(* x (- (+ (log y) (/ (log t) x)) (+ (/ y x) (/ z x))))
(* x (+ (log y) (* -1 (/ (+ y z) x))))
(* x (+ (log y) (* -1 (/ y x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (log t) (+ y z)) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(* -1 (* x (+ (* -1 (log y)) (/ y x))))
(- (+ (log t) (* x (log y))) z)
(- (+ (log t) (+ (* -1 y) (* x (log y)))) z)
(- (* x (log y)) z)
(- (+ (* -1 y) (* x (log y))) z)
(+ (* -1 y) (* x (log y)))
(* y (- (+ (* -1 (/ (* x (log (/ 1 y))) y)) (/ (log t) y)) (+ 1 (/ z y))))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y))))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) 1))
(* -1 (* x (log (/ 1 y))))
(* -1 (* y (+ 1 (* -1 (/ (- (+ (log t) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) z) y)))))
(* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y)))))
(* -1 (* y (+ 1 (* -1 (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) y)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(- (+ (log t) (* x (log y))) y)
(- (+ (log t) (+ (* -1 z) (* x (log y)))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* -1 z)
(* z (- (+ (/ (log t) z) (/ (* x (log y)) z)) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 (* z (+ 1 (* -1 (/ (- (+ (log t) (* x (log y))) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(- (+ (* -1 (log (/ 1 t))) (* x (log y))) (+ y z))
(- (+ (log -1) (+ (* -1 (log (/ -1 t))) (* x (log y)))) (+ y z))

Calls

12 calls:

Time	Variable		Point	Expression
42.0ms	x	@	0	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)))
15.0ms	t	@	inf	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)))
14.0ms	t	@	-inf	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)))
13.0ms	y	@	-inf	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)))
12.0ms	t	@	0	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)))

simplify1.0ms (0%)

Memory

1.4MiB live, 1.4MiB allocated

Algorithm

1×	egg-herbie

Counts

36 → 4

Calls

Call 1

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

Outputs
(- (log t) (+ y z))
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
(- (+ (log t) (* x (log y))) (+ y z))
(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
(* -1 (+ y z))
(-.f64 (*.f64 x (log.f64 y)) y)
(- (* x (log y)) (+ y z))
(*.f64 x (log.f64 y))

rewrite0.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated

Counts

4 → 4

Calls

Call 1

Inputs
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
(-.f64 (*.f64 x (log.f64 y)) y)
(*.f64 x (log.f64 y))

Outputs
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
(-.f64 (*.f64 x (log.f64 y)) y)
(*.f64 x (log.f64 y))

eval1.0ms (0%)

Memory: 2.5MiB live, 2.5MiB allocated
Compiler: Compiled 121 to 22 computations (81.8% saved)

prune1.0ms (0.1%)

Memory

3.7MiB live, 3.7MiB allocated

Pruning

4 alts after pruning (3 fresh and 1 done)

	Pruned	Kept	Total
New	5	3	8
Fresh	0	0	0
Picked	0	1	1
Done	0	0	0
Total	5	4	9

Accuracy

99.9%

Counts

9 → 4

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.9%	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
▶	69.8%	(+.f64 #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y)) (log.f64 t))
▶	45.8%	(+.f64 #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))) (log.f64 t))
▶	88.9%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))

Compiler

Compiled 65 to 52 computations (20% saved)

simplify1.0ms (0%)

Memory

1.7MiB live, 1.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 12 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 x (log.f64 y))
cost-diff	0	(-.f64 (*.f64 x (log.f64 y)) y)
cost-diff	0	#s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y))
cost-diff	0	(+.f64 #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y)) (log.f64 t))
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 x (log.f64 y))
cost-diff	0	#s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))
cost-diff	0	(+.f64 #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))) (log.f64 t))
cost-diff	0	(*.f64 x (log.f64 y))
cost-diff	0	(-.f64 (*.f64 x (log.f64 y)) y)
cost-diff	0	(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
cost-diff	0	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))

Calls

Call 1

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

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

localize44.0ms (2%)

Memory

-24.3MiB live, 97.5MiB allocated

Localize:

Found 12 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(+.f64 #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y)) (log.f64 t))
accuracy	0.01171875	(-.f64 (*.f64 x (log.f64 y)) y)
accuracy	0.2421875	(*.f64 x (log.f64 y))
accuracy	21.28334058004843	#s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y))
accuracy	0.0	(log.f64 t)
accuracy	0.0078125	(+.f64 #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))) (log.f64 t))
accuracy	0.2421875	(*.f64 x (log.f64 y))
accuracy	38.607608142149026	#s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))
accuracy	0.00390625	(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
accuracy	0.01171875	(-.f64 (*.f64 x (log.f64 y)) y)
accuracy	0.2421875	(*.f64 x (log.f64 y))
accuracy	7.041691857823785	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))

Samples

33.0ms

256×

valid

Compiler

Compiled 235 to 32 computations (86.4% saved)

Precisions

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

ival-sub: 9.0ms (48.1% of total)

ival-log: 6.0ms (32% of total)

ival-mult: 2.0ms (10.7% of total)

ival-add: 1.0ms (5.3% of total)

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

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

series101.0ms (4.7%)

Memory

20.8MiB live, 217.7MiB allocated

Counts

10 → 42

Calls

Call 1

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

Outputs
(- (log t) (+ y z))
(- (+ (log t) (* x (log y))) (+ y z))
(* -1 (+ y z))
(- (* x (log y)) (+ y z))
(* -1 y)
(- (* x (log y)) y)
(* x (log y))
(* x (- (+ (log y) (/ (log t) x)) (+ (/ y x) (/ z x))))
(* x (+ (log y) (* -1 (/ (+ y z) x))))
(* x (+ (log y) (* -1 (/ y x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (log t) (+ y z)) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(* -1 (* x (+ (* -1 (log y)) (/ y x))))
(- (+ (log t) (* x (log y))) z)
(- (+ (log t) (+ (* -1 y) (* x (log y)))) z)
(- (* x (log y)) z)
(- (+ (* -1 y) (* x (log y))) z)
(+ (* -1 y) (* x (log y)))
(log y)
(* y (- (+ (* -1 (/ (* x (log (/ 1 y))) y)) (/ (log t) y)) (+ 1 (/ z y))))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y))))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) 1))
(* -1 (* x (log (/ 1 y))))
(* -1 (log (/ 1 y)))
(* -1 (* y (+ 1 (* -1 (/ (- (+ (log t) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) z) y)))))
(* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y)))))
(* -1 (* y (+ 1 (* -1 (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) y)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(- (+ (log t) (* x (log y))) y)
(- (+ (log t) (+ (* -1 z) (* x (log y)))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* -1 z)
(* z (- (+ (/ (log t) z) (/ (* x (log y)) z)) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 (* z (+ 1 (* -1 (/ (- (+ (log t) (* x (log y))) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(log t)
(- (+ (* -1 (log (/ 1 t))) (* x (log y))) (+ y z))
(* -1 (log (/ 1 t)))
(- (+ (log -1) (+ (* -1 (log (/ -1 t))) (* x (log y)))) (+ y z))
(+ (log -1) (* -1 (log (/ -1 t))))

Calls

12 calls:

Time	Variable		Point	Expression
14.0ms	t	@	0	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (log y) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (log t))
14.0ms	t	@	-inf	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (log y) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (log t))
13.0ms	t	@	inf	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (log y) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (log t))
10.0ms	x	@	0	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (log y) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (log t))
9.0ms	y	@	-inf	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (log y) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (log t))

simplify1.0ms (0%)

Memory

1.3MiB live, 1.3MiB allocated

Algorithm

1×	egg-herbie

Counts

42 → 10

Calls

Call 1

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

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

rewrite1.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Counts

10 → 10

Calls

Call 1

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

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

eval3.0ms (0.1%)

Memory: 6.6MiB live, 6.6MiB allocated
Compiler: Compiled 649 to 49 computations (92.4% saved)

prune5.0ms (0.2%)

Memory

-30.0MiB live, 9.0MiB allocated

Pruning

8 alts after pruning (5 fresh and 3 done)

	Pruned	Kept	Total
New	23	5	28
Fresh	0	0	0
Picked	0	3	3
Done	1	0	1
Total	24	8	32

Accuracy

99.9%

Counts

32 → 8

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	69.8%	(+.f64 #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y)) (log.f64 t))
✓	45.8%	(+.f64 #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))) (log.f64 t))
✓	88.9%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))
▶	55.9%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 #s(approx (* x (log y)) (log.f64 y)) y) z))
▶	41.5%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z))
▶	63.9%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))) z))
▶	59.0%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y)))
▶	35.0%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))))

Compiler

Compiled 318 to 190 computations (40.3% saved)

simplify1.0ms (0%)

Memory

2.7MiB live, 2.7MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 20 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(*.f64 x (log.f64 y))
cost-diff	0	(-.f64 (*.f64 x (log.f64 y)) y)
cost-diff	0	#s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y))
cost-diff	0	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y)))
cost-diff	0	#s(approx (* x (log y)) (log.f64 y))
cost-diff	0	(-.f64 #s(approx (* x (log y)) (log.f64 y)) y)
cost-diff	0	(-.f64 (-.f64 #s(approx (* x (log y)) (log.f64 y)) y) z)
cost-diff	0	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 #s(approx (* x (log y)) (log.f64 y)) y) z))
cost-diff	0	(log.f64 y)
cost-diff	0	(*.f64 x (log.f64 y))
cost-diff	0	#s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))
cost-diff	0	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))))
cost-diff	0	(log.f64 t)
cost-diff	0	#s(approx (- (* x (log y)) y) (log.f64 t))
cost-diff	0	(-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z)
cost-diff	0	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z))
cost-diff	0	#s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))
cost-diff	0	#s(approx (- (* x (log y)) y) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))))
cost-diff	0	(-.f64 #s(approx (- (* x (log y)) y) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))) z)
cost-diff	0	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))) z))

Calls

Call 1

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

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

localize41.0ms (1.9%)

Memory

30.8MiB live, 72.3MiB allocated

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.01171875	(-.f64 (*.f64 x (log.f64 y)) y)
accuracy	0.2421875	(*.f64 x (log.f64 y))
accuracy	7.041691857823785	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y)))
accuracy	21.28334058004843	#s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y))
accuracy	0.00390625	(-.f64 (-.f64 #s(approx (* x (log y)) (log.f64 y)) y) z)
accuracy	0.01171875	(-.f64 #s(approx (* x (log y)) (log.f64 y)) y)
accuracy	7.041691857823785	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 #s(approx (* x (log y)) (log.f64 y)) y) z))
accuracy	61.634995392971334	#s(approx (* x (log y)) (log.f64 y))
accuracy	0.0	(log.f64 y)
accuracy	0.2421875	(*.f64 x (log.f64 y))
accuracy	7.041691857823785	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))))
accuracy	38.607608142149026	#s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))
accuracy	0.0	(log.f64 t)
accuracy	0.00390625	(-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z)
accuracy	7.041691857823785	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z))
accuracy	61.933965609146284	#s(approx (- (* x (log y)) y) (log.f64 t))
accuracy	0.2421875	(*.f64 x (log.f64 y))
accuracy	7.041691857823785	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))) z))
accuracy	21.28334058004843	#s(approx (- (* x (log y)) y) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))))
accuracy	38.607608142149026	#s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))

Samples

27.0ms

256×

valid

Compiler

Compiled 467 to 40 computations (91.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 12.0ms

ival-log: 6.0ms (50.8% of total)

ival-sub: 2.0ms (16.9% of total)

ival-mult: 2.0ms (16.9% of total)

ival-add: 1.0ms (8.5% of total)

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

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

series101.0ms (4.7%)

Memory

-13.0MiB live, 224.2MiB allocated

Counts

18 → 42

Calls

Call 1

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

Outputs
(- (log t) (+ y z))
(- (+ (log t) (* x (log y))) (+ y z))
(* -1 (+ y z))
(- (* x (log y)) (+ y z))
(* -1 y)
(- (* x (log y)) y)
(* x (log y))
(* x (- (+ (log y) (/ (log t) x)) (+ (/ y x) (/ z x))))
(* x (+ (log y) (* -1 (/ (+ y z) x))))
(* x (+ (log y) (* -1 (/ y x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (log t) (+ y z)) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(* -1 (* x (+ (* -1 (log y)) (/ y x))))
(- (+ (log t) (* x (log y))) z)
(- (+ (log t) (+ (* -1 y) (* x (log y)))) z)
(- (* x (log y)) z)
(- (+ (* -1 y) (* x (log y))) z)
(+ (* -1 y) (* x (log y)))
(log y)
(* y (- (+ (* -1 (/ (* x (log (/ 1 y))) y)) (/ (log t) y)) (+ 1 (/ z y))))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y))))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) 1))
(* -1 (* x (log (/ 1 y))))
(* -1 (log (/ 1 y)))
(* -1 (* y (+ 1 (* -1 (/ (- (+ (log t) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) z) y)))))
(* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y)))))
(* -1 (* y (+ 1 (* -1 (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) y)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(- (+ (log t) (* x (log y))) y)
(- (+ (log t) (+ (* -1 z) (* x (log y)))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* -1 z)
(* z (- (+ (/ (log t) z) (/ (* x (log y)) z)) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 (* z (+ 1 (* -1 (/ (- (+ (log t) (* x (log y))) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(log t)
(- (+ (* -1 (log (/ 1 t))) (* x (log y))) (+ y z))
(* -1 (log (/ 1 t)))
(- (+ (log -1) (+ (* -1 (log (/ -1 t))) (* x (log y)))) (+ y z))
(+ (log -1) (* -1 (log (/ -1 t))))

Calls

12 calls:

Time	Variable		Point	Expression
14.0ms	t	@	inf	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (- (- (* x (log y)) y) z) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (log t) (+ (- (- (* x (log y)) y) z) (log t)) (* x (log y)) (log y) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y))
14.0ms	t	@	-inf	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (- (- (* x (log y)) y) z) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (log t) (+ (- (- (* x (log y)) y) z) (log t)) (* x (log y)) (log y) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y))
12.0ms	t	@	0	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (- (- (* x (log y)) y) z) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (log t) (+ (- (- (* x (log y)) y) z) (log t)) (* x (log y)) (log y) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y))
11.0ms	x	@	0	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (- (- (* x (log y)) y) z) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (log t) (+ (- (- (* x (log y)) y) z) (log t)) (* x (log y)) (log y) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y))
9.0ms	y	@	inf	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (- (- (* x (log y)) y) z) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (log t) (+ (- (- (* x (log y)) y) z) (log t)) (* x (log y)) (log y) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y))

simplify1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Algorithm

1×	egg-herbie

Counts

42 → 18

Calls

Call 1

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

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

rewrite1.0ms (0%)

Memory

2.7MiB live, 2.7MiB allocated

Counts

18 → 18

Calls

Call 1

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

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

eval4.0ms (0.2%)

Memory: 8.7MiB live, 8.7MiB allocated
Compiler: Compiled 1 285 to 69 computations (94.6% saved)

prune7.0ms (0.3%)

Memory

-26.9MiB live, 12.0MiB allocated

Pruning

11 alts after pruning (3 fresh and 8 done)

	Pruned	Kept	Total
New	40	3	43
Fresh	0	0	0
Picked	0	5	5
Done	0	3	3
Total	40	11	51

Accuracy

99.9%

Counts

51 → 11

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	69.8%	(+.f64 #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y)) (log.f64 t))
✓	45.8%	(+.f64 #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))) (log.f64 t))
✓	88.9%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))
✓	55.9%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 #s(approx (* x (log y)) (log.f64 y)) y) z))
✓	41.5%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z))
✓	63.9%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))) z))
▶	2.8%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (log.f64 y))
▶	12.8%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (log.f64 t))
✓	59.0%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y)))
▶	36.2%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 #s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t))) y)))
✓	35.0%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))))

Compiler

Compiled 251 to 156 computations (37.8% saved)

simplify1.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 8 expressions of interest:

New	Metric	Score	Program
cost-diff	0	(log.f64 y)
cost-diff	0	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (log.f64 y))
cost-diff	0	(log.f64 t)
cost-diff	0	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (log.f64 t))
cost-diff	0	#s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t)))
cost-diff	0	(-.f64 #s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t))) y)
cost-diff	0	#s(approx (- (- (* x (log y)) y) z) (-.f64 #s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t))) y))
cost-diff	0	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 #s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t))) y)))

Calls

Call 1

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

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

localize47.0ms (2.2%)

Memory

-21.2MiB live, 49.1MiB allocated

Localize:

Found 8 expressions of interest:

New	Metric	Score
accuracy	0.0	(log.f64 y)
accuracy	62.183719958168446	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (log.f64 y))
accuracy	0.0	(log.f64 t)
accuracy	55.825151686754765	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (log.f64 t))
accuracy	7.041691857823785	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 #s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t))) y)))
accuracy	21.28334058004843	#s(approx (- (- (* x (log y)) y) z) (-.f64 #s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t))) y))
accuracy	28.603273841440263	#s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t)))
accuracy	61.933965609146284	#s(approx (- (* x (log y)) y) (log.f64 t))

Samples

39.0ms

256×

valid

Compiler

Compiled 208 to 31 computations (85.1% saved)

Precisions

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

ival-add: 18.0ms (62.8% of total)

ival-log: 6.0ms (20.9% of total)

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

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

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

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

series108.0ms (5.1%)

Memory

0.4MiB live, 192.6MiB allocated

Counts

9 → 42

Calls

Call 1

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

Outputs
(- (log t) (+ y z))
(- (+ (log t) (* x (log y))) (+ y z))
(* -1 (+ y z))
(- (* x (log y)) (+ y z))
(* -1 y)
(- (* x (log y)) y)
(* x (log y))
(* x (- (+ (log y) (/ (log t) x)) (+ (/ y x) (/ z x))))
(* x (+ (log y) (* -1 (/ (+ y z) x))))
(* x (+ (log y) (* -1 (/ y x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (log t) (+ y z)) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ y x) (/ z x)))))
(* -1 (* x (+ (* -1 (log y)) (/ y x))))
(- (+ (log t) (* x (log y))) z)
(- (+ (log t) (+ (* -1 y) (* x (log y)))) z)
(- (* x (log y)) z)
(- (+ (* -1 y) (* x (log y))) z)
(+ (* -1 y) (* x (log y)))
(log y)
(* y (- (+ (* -1 (/ (* x (log (/ 1 y))) y)) (/ (log t) y)) (+ 1 (/ z y))))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) (+ 1 (/ z y))))
(* y (- (* -1 (/ (* x (log (/ 1 y))) y)) 1))
(* -1 (* x (log (/ 1 y))))
(* -1 (log (/ 1 y)))
(* -1 (* y (+ 1 (* -1 (/ (- (+ (log t) (* x (+ (log -1) (* -1 (log (/ -1 y)))))) z) y)))))
(* -1 (* y (+ 1 (* -1 (/ (- (* x (+ (log -1) (* -1 (log (/ -1 y))))) z) y)))))
(* -1 (* y (+ 1 (* -1 (/ (* x (+ (log -1) (* -1 (log (/ -1 y))))) y)))))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(- (+ (log t) (* x (log y))) y)
(- (+ (log t) (+ (* -1 z) (* x (log y)))) y)
(- (+ (* -1 z) (* x (log y))) y)
(* -1 z)
(* z (- (+ (/ (log t) z) (/ (* x (log y)) z)) (+ 1 (/ y z))))
(* z (- (/ (* x (log y)) z) (+ 1 (/ y z))))
(* -1 (* z (+ 1 (* -1 (/ (- (+ (log t) (* x (log y))) y) z)))))
(* -1 (* z (+ 1 (* -1 (/ (- (* x (log y)) y) z)))))
(log t)
(- (+ (* -1 (log (/ 1 t))) (* x (log y))) (+ y z))
(* -1 (log (/ 1 t)))
(- (+ (log -1) (+ (* -1 (log (/ -1 t))) (* x (log y)))) (+ y z))
(+ (log -1) (* -1 (log (/ -1 t))))

Calls

12 calls:

Time	Variable		Point	Expression
20.0ms	t	@	-inf	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (log t) (+ (- (- (* x (log y)) y) z) (log t)) (log y) (- (* x (log y)) y))
17.0ms	t	@	inf	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (log t) (+ (- (- (* x (log y)) y) z) (log t)) (log y) (- (* x (log y)) y))
12.0ms	t	@	0	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (log t) (+ (- (- (* x (log y)) y) z) (log t)) (log y) (- (* x (log y)) y))
10.0ms	x	@	0	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (log t) (+ (- (- (* x (log y)) y) z) (log t)) (log y) (- (* x (log y)) y))
9.0ms	y	@	0	((+ (- (- (* x (log y)) y) z) (log t)) (- (- (* x (log y)) y) z) (- (* x (log y)) y) (* x (log y)) (+ (- (- (* x (log y)) y) z) (log t)) (log t) (+ (- (- (* x (log y)) y) z) (log t)) (log y) (- (* x (log y)) y))

simplify1.0ms (0%)

Memory

1.1MiB live, 1.1MiB allocated

Algorithm

1×	egg-herbie

Counts

42 → 9

Calls

Call 1

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

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

rewrite0.0ms (0%)

Memory

1.0MiB live, 0.9MiB allocated

Counts

9 → 9

Calls

Call 1

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

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

eval2.0ms (0.1%)

Memory: 3.1MiB live, 3.1MiB allocated
Compiler: Compiled 469 to 31 computations (93.4% saved)

prune7.0ms (0.3%)

Memory

12.2MiB live, 12.2MiB allocated

Pruning

11 alts after pruning (0 fresh and 11 done)

	Pruned	Kept	Total
New	15	0	15
Fresh	0	0	0
Picked	0	3	3
Done	0	8	8
Total	15	11	26

Accuracy

99.9%

Counts

26 → 11

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	69.8%	(+.f64 #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y)) (log.f64 t))
✓	45.8%	(+.f64 #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))) (log.f64 t))
✓	88.9%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))
✓	55.9%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 #s(approx (* x (log y)) (log.f64 y)) y) z))
✓	41.5%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z))
✓	63.9%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))) z))
✓	2.8%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (log.f64 y))
✓	12.8%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (log.f64 t))
✓	59.0%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y)))
✓	36.2%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 #s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t))) y)))
✓	35.0%	#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))))

Compiler

Compiled 513 to 195 computations (62% saved)

regimes46.0ms (2.1%)

Memory

-16.8MiB live, 56.9MiB allocated

Counts

12 → 1

Calls

Call 1

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

Outputs
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))

Calls

8 calls:

10.0ms	(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
10.0ms	x
4.0ms	(log.f64 t)
4.0ms	t
4.0ms	(-.f64 (*.f64 x (log.f64 y)) y)

Results

Accuracy	Segments	Branch
99.9%	1	`x`
99.9%	1	`y`
99.9%	1	`z`
99.9%	1	`t`
99.9%	1	`(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))`
99.9%	1	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)`
99.9%	1	`(-.f64 (*.f64 x (log.f64 y)) y)`
99.9%	1	`(log.f64 t)`

Compiler

Compiled 31 to 46 computations (-48.4% saved)

regimes38.0ms (1.8%)

Memory

8.1MiB live, 54.7MiB allocated

Counts

11 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

8 calls:

10.0ms	z
4.0ms	(log.f64 t)
4.0ms	y
4.0ms	t
4.0ms	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))

Results

Accuracy	Segments	Branch
88.9%	1	`x`
88.9%	1	`y`
99.7%	3	`z`
88.9%	1	`t`
99.7%	3	`(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))`
99.7%	3	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)`
99.0%	3	`(-.f64 (*.f64 x (log.f64 y)) y)`
88.9%	1	`(log.f64 t)`

Compiler

Compiled 31 to 46 computations (-48.4% saved)

regimes11.0ms (0.5%)

Memory

20.2MiB live, 20.2MiB allocated

Counts

10 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

3 calls:

4.0ms	(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
4.0ms	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
3.0ms	z

Results

Accuracy	Segments	Branch
88.9%	1	`z`
99.4%	3	`(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))`
99.4%	3	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)`

Compiler

Compiled 20 to 22 computations (-10% saved)

regimes14.0ms (0.7%)

Memory

-18.5MiB live, 19.8MiB allocated

Counts

9 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

3 calls:

7.0ms	(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
3.0ms	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
3.0ms	(-.f64 (*.f64 x (log.f64 y)) y)

Results

Accuracy	Segments	Branch
99.0%	3	`(-.f64 (*.f64 x (log.f64 y)) y)`
99.0%	3	`(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))`
99.0%	3	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)`

Compiler

Compiled 25 to 25 computations (0% saved)

regimes28.0ms (1.3%)

Memory

7.5MiB live, 46.1MiB allocated

Counts

8 → 4

Calls

Call 1

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

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

Calls

8 calls:

5.0ms	t
3.0ms	(log.f64 t)
3.0ms	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
3.0ms	y
3.0ms	(-.f64 (*.f64 x (log.f64 y)) y)

Results

Accuracy	Segments	Branch
84.6%	4	`x`
78.5%	2	`y`
82.7%	3	`z`
63.9%	1	`t`
63.9%	1	`(log.f64 t)`
84.5%	4	`(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))`
84.5%	4	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)`
89.4%	4	`(-.f64 (*.f64 x (log.f64 y)) y)`

Compiler

Compiled 31 to 46 computations (-48.4% saved)

regimes3.0ms (0.2%)

Memory

6.2MiB live, 6.2MiB allocated

Counts

7 → 4

Calls

Call 1

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

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

Calls

1 calls:

3.0ms

(-.f64 (*.f64 x (log.f64 y)) y)

Results

Accuracy	Segments	Branch
87.2%	4	`(-.f64 (*.f64 x (log.f64 y)) y)`

Compiler

Compiled 6 to 7 computations (-16.7% saved)

regimes18.0ms (0.8%)

Memory

1.0MiB live, 39.7MiB allocated

Counts

6 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

4.0ms	x
3.0ms	y
3.0ms	(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
3.0ms	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
3.0ms	(-.f64 (*.f64 x (log.f64 y)) y)

Results

Accuracy	Segments	Branch
67.7%	3	`y`
71.9%	5	`z`
67.7%	3	`(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))`
67.7%	3	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)`
74.9%	3	`x`
78.6%	3	`(-.f64 (*.f64 x (log.f64 y)) y)`

Compiler

Compiled 28 to 37 computations (-32.1% saved)

regimes16.0ms (0.7%)

Memory

-4.0MiB live, 40.7MiB allocated

Counts

5 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

6 calls:

4.0ms	x
2.0ms	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
2.0ms	(-.f64 (*.f64 x (log.f64 y)) y)
2.0ms	y
2.0ms	(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)

Results

Accuracy	Segments	Branch
51.5%	2	`(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))`
51.5%	2	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)`
59.8%	4	`y`
65.5%	5	`z`
67.7%	3	`x`
67.3%	3	`(-.f64 (*.f64 x (log.f64 y)) y)`

Compiler

Compiled 28 to 37 computations (-32.1% saved)

regimes11.0ms (0.5%)

Memory

-6.1MiB live, 33.1MiB allocated

Counts

4 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

5 calls:

3.0ms	(-.f64 (*.f64 x (log.f64 y)) y)
2.0ms	x
2.0ms	(log.f64 t)
2.0ms	t
2.0ms	z

Results

Accuracy	Segments	Branch
59.6%	3	`z`
41.5%	1	`t`
41.5%	1	`(log.f64 t)`
54.6%	2	`(-.f64 (*.f64 x (log.f64 y)) y)`
45.5%	2	`x`

Compiler

Compiled 11 to 24 computations (-118.2% saved)

regimes15.0ms (0.7%)

Memory

-0.5MiB live, 39.1MiB allocated

Counts

3 → 1

Calls

Call 1

Inputs

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

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

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

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

Calls

8 calls:

2.0ms	(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
2.0ms	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
2.0ms	z
2.0ms	(-.f64 (*.f64 x (log.f64 y)) y)
2.0ms	y

Results

Accuracy	Segments	Branch
36.2%	1	`t`
36.2%	1	`(log.f64 t)`
36.2%	1	`x`
36.2%	1	`(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))`
36.2%	1	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)`
36.2%	1	`(-.f64 (*.f64 x (log.f64 y)) y)`
36.2%	1	`y`
36.2%	1	`z`

Compiler

Compiled 31 to 46 computations (-48.4% saved)

regimes12.0ms (0.6%)

Memory

-0.4MiB live, 39.1MiB allocated

Accuracy

Total -6.7b remaining (-12.1%)

Threshold costs -6.7b (-12.1%)

Counts

2 → 1

Calls

Call 1

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

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

Calls

8 calls:

2.0ms	(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
1.0ms	(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
1.0ms	(-.f64 (*.f64 x (log.f64 y)) y)
1.0ms	(log.f64 t)
1.0ms	z

Results

Accuracy	Segments	Branch
12.8%	1	`(-.f64 (*.f64 x (log.f64 y)) y)`
12.8%	1	`x`
12.8%	1	`z`
12.8%	1	`(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))`
12.8%	1	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)`
12.8%	1	`y`
12.8%	1	`t`
12.8%	1	`(log.f64 t)`

Compiler

Compiled 31 to 46 computations (-48.4% saved)

bsearch1.0ms (0%)

Memory

1.7MiB live, 1.7MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	2198.218341833238	1.470192989757439e+27
0.0ms	-2.2462028698764172e+24	-8.358983869898255e+23

Compiler

Compiled 14 to 17 computations (-21.4% saved)

bsearch1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	2198.218341833238	1.470192989757439e+27
0.0ms	-6649947321466.61	-6.133375023887389e-10

Compiler

Compiled 14 to 17 computations (-21.4% saved)

bsearch1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	0.0014196812157195634	2198.218341833238
0.0ms	-6649947321466.61	-6.133375023887389e-10

Compiler

Compiled 14 to 17 computations (-21.4% saved)

bsearch1.0ms (0%)

Memory

1.7MiB live, 1.7MiB allocated

Algorithm

3×	left-value

Steps

Time	Left	Right
0.0ms	8.548056136016548e-8	2198.218341833238
0.0ms	-6649947321466.61	-17048014.253609855
0.0ms	-1.9871420738116085e+193	-5.286822953050669e+187

Compiler

Compiled 14 to 17 computations (-21.4% saved)

bsearch1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Algorithm

3×	left-value

Steps

Time	Left	Right
0.0ms	1.353646749950169e+20	1.470192989757439e+27
0.0ms	-6649947321466.61	-17048014.253609855
0.0ms	-1.9871420738116085e+193	-5.286822953050669e+187

Compiler

Compiled 14 to 17 computations (-21.4% saved)

bsearch1.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	1.353646749950169e+20	1.470192989757439e+27
0.0ms	-6649947321466.61	-17048014.253609855

Compiler

Compiled 14 to 17 computations (-21.4% saved)

bsearch38.0ms (1.8%)

Memory

-0.4MiB live, 45.1MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
16.0ms	2.236384953252478e+35	5.0006342252532925e+41
19.0ms	-1.3243464823368663e+23	-351544999882817500.0

Samples

21.0ms

288×

valid

Compiler

Compiled 878 to 557 computations (36.6% saved)

Precisions

Click to see histograms. Total time spent on operations: 13.0ms

ival-log: 7.0ms (53.2% of total)

ival-sub: 3.0ms (22.8% of total)

ival-mult: 2.0ms (15.2% of total)

ival-add: 1.0ms (7.6% of total)

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

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

bsearch37.0ms (1.8%)

Memory

-28.6MiB live, 47.5MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
18.0ms	224945366333.61017	2.2462028698764172e+24
14.0ms	-1.6348460477719735e+99	-1.0988167118008248e+97

Samples

21.0ms

272×

valid

Compiler

Compiled 1 034 to 561 computations (45.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 14.0ms

ival-log: 6.0ms (42.8% of total)

ival-sub: 4.0ms (28.5% of total)

ival-mult: 2.0ms (14.3% of total)

ival-add: 1.0ms (7.1% of total)

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

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

simplify6.0ms (0.3%)

Memory

11.0MiB live, 11.0MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
(if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal -1999999999999999966445568 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z)) (if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal 4000 binary64)) (+.f64 #s(approx (- (- (* x (log y)) y) z) (-.f64 (.f64 x (log.f64 y)) y)) (log.f64 t)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))))
(if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal -5000000000000 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z)) (if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal 4000 binary64)) (+.f64 #s(approx (- (- (* x (log y)) y) z) (.f64 x (log.f64 y))) (log.f64 t)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))))
(if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal -5000000000000 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z)) (if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal 1152921504606847/576460752303423488 binary64)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))))
(if (<=.f64 (-.f64 (.f64 x (log.f64 y)) y) #s(literal -10000000000000000662275133196073022890814778906781692175574718614061870706920546714670378554471083956139627305190456203824330868103505742897540916997511012040520808812168041334151877325366493184 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 (.f64 x (log.f64 y)) y))) (if (<=.f64 (-.f64 (.f64 x (log.f64 y)) y) #s(literal -5000000000000 binary64)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 #s(approx (* x (log y)) (log.f64 y)) y) z)) (if (<=.f64 (-.f64 (.f64 x (log.f64 y)) y) #s(literal 944473296573929/9444732965739290427392 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y)))) z)))))
(if (<=.f64 (-.f64 (.f64 x (log.f64 y)) y) #s(literal -10000000000000000662275133196073022890814778906781692175574718614061870706920546714670378554471083956139627305190456203824330868103505742897540916997511012040520808812168041334151877325366493184 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 (.f64 x (log.f64 y)) y))) (if (<=.f64 (-.f64 (.f64 x (log.f64 y)) y) #s(literal -5000000000000 binary64)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 #s(approx (* x (log y)) (log.f64 y)) y) z)) (if (<=.f64 (-.f64 (.f64 x (log.f64 y)) y) #s(literal 200000000000000000000 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 (*.f64 x (log.f64 y)) y))))))
(if (<=.f64 (-.f64 (.f64 x (log.f64 y)) y) #s(literal -5000000000000 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 (-.f64 #s(approx (* x (log y)) (log.f64 y)) y) z)) (if (<=.f64 (-.f64 (.f64 x (log.f64 y)) y) #s(literal 200000000000000000000 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))))))
(if (<=.f64 x #s(literal -120000000000000000000 binary64)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (.f64 x (log.f64 y)))) (if (<=.f64 x #s(literal 920000000000000047291127729118404149248 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (*.f64 x (log.f64 y))))))
(if (<=.f64 z #s(literal -61999999999999996214298782275667888457908704461192430176232432436218901312692131155859863377018880 binary64)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z)) (if (<=.f64 z #s(literal 115000000000000000000 binary64)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 #s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t))) y))) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z))))
#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 #s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t))) y)))
#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (log.f64 t))

Outputs
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
(if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal -1999999999999999966445568 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z)) (if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal 4000 binary64)) (+.f64 #s(approx (- (- (* x (log y)) y) z) (-.f64 (.f64 x (log.f64 y)) y)) (log.f64 t)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))))
(if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal -5000000000000 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z)) (if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal 4000 binary64)) (+.f64 #s(approx (- (- (* x (log y)) y) z) (.f64 x (log.f64 y))) (log.f64 t)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))))
(if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal -5000000000000 binary64)) #s(approx (+ (- (- ( x (log y)) y) z) (log t)) (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z)) (if (<=.f64 (-.f64 (-.f64 (.f64 x (log.f64 y)) y) z) #s(literal 1152921504606847/576460752303423488 binary64)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z))))
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(if (<=.f64 z #s(literal -61999999999999996214298782275667888457908704461192430176232432436218901312692131155859863377018880 binary64)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z)) (if (<=.f64 z #s(literal 115000000000000000000 binary64)) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 #s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t))) y))) #s(approx (+ (- (- (* x (log y)) y) z) (log t)) (-.f64 #s(approx (- (* x (log y)) y) (log.f64 t)) z))))
#s(approx (+ (- (- (* x (log y)) y) z) (log t)) #s(approx (- (- (* x (log y)) y) z) (-.f64 #s(approx (* x (log y)) #s(approx (- (* x (log y)) y) (log.f64 t))) y)))
#s(approx (+ (- (- (* x (log y)) y) z) (log t)) (log.f64 t))

soundness4.0ms (0.2%)

Memory

6.4MiB live, 6.4MiB allocated

Stop Event

1×

done

Compiler

Compiled 827 to 79 computations (90.4% saved)

preprocess53.0ms (2.5%)

Memory: 8.2MiB live, 86.5MiB allocated
Compiler: Compiled 1 676 to 178 computations (89.4% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze2.0ms (0.1%)

sample992.0ms (46.4%)

explain120.0ms (5.6%)

preprocess4.0ms (0.2%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize34.0ms (1.6%)

series152.0ms (7.1%)

simplify1.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0%)

prune1.0ms (0.1%)

simplify1.0ms (0%)

localize44.0ms (2%)

series101.0ms (4.7%)

simplify1.0ms (0%)

rewrite1.0ms (0%)

eval3.0ms (0.1%)

prune5.0ms (0.2%)

simplify1.0ms (0%)

localize41.0ms (1.9%)

series101.0ms (4.7%)

simplify1.0ms (0%)

rewrite1.0ms (0%)

eval4.0ms (0.2%)

prune7.0ms (0.3%)

simplify1.0ms (0%)

localize47.0ms (2.2%)

series108.0ms (5.1%)

simplify1.0ms (0%)

rewrite0.0ms (0%)

eval2.0ms (0.1%)

prune7.0ms (0.3%)

regimes46.0ms (2.1%)

regimes38.0ms (1.8%)

regimes11.0ms (0.5%)

regimes14.0ms (0.7%)

regimes28.0ms (1.3%)

regimes3.0ms (0.2%)

regimes18.0ms (0.8%)

regimes16.0ms (0.7%)

regimes11.0ms (0.5%)

regimes15.0ms (0.7%)

regimes12.0ms (0.6%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch38.0ms (1.8%)

bsearch37.0ms (1.8%)

simplify6.0ms (0.3%)

soundness4.0ms (0.2%)

preprocess53.0ms (2.5%)

end0.0ms (0%)

Profiling