Metrics for Statistics.Distribution.Poisson:$clogProbability from math-functions-0.1.5.2

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated

analyze1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.9%	0.1%	0%	0%	0%	0
0%	0%	99.9%	0.1%	0%	0%	0%	1
0%	0%	99.9%	0.1%	0%	0%	0%	2
100%	49.9%	0%	0.1%	0%	49.9%	0%	3

Compiler

Compiled 10 to 9 computations (10% saved)

sample747.0ms (52.9%)

Memory

24.9MiB live, 1 048.3MiB allocated

Samples

493.0ms	8 255×	0	valid
0.0ms	1×	1	valid

Precisions

Click to see histograms. Total time spent on operations: 278.0ms

ival-log: 128.0ms (46% of total)

ival-sub: 76.0ms (27.3% of total)

ival-mult: 65.0ms (23.3% of total)

ival-true: 6.0ms (2.2% of total)

ival-assert: 3.0ms (1.1% of total)

adjust: 0.0ms (0% of total)

Bogosity

explain93.0ms (6.6%)

Memory

-56.7MiB live, 101.4MiB allocated

FPErrors

Click to see full error table

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

43.0ms

512×

valid

Compiler

Compiled 81 to 32 computations (60.5% saved)

Precisions

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

ival-log: 18.0ms (66.5% of total)

ival-sub: 5.0ms (18.5% of total)

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

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

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

preprocess3.0ms (0.2%)

Memory

5.2MiB live, 5.2MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

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

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

Compiler

Compiled 8 to 7 computations (12.5% saved)

eval0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.7MiB live, 0.7MiB allocated

Alt Table

Click to see full alt table

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

Compiler

Compiled 8 to 7 computations (12.5% saved)

simplify0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Calls

Call 1

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

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

localize23.0ms (1.6%)

Memory

-5.2MiB live, 32.8MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.0	(log.f64 y)
accuracy	0.00390625	(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
accuracy	0.0078125	(-.f64 (*.f64 x (log.f64 y)) z)
accuracy	0.26953125	(*.f64 x (log.f64 y))

Samples

18.0ms

256×

valid

Compiler

Compiled 48 to 16 computations (66.7% saved)

Precisions

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

ival-log: 6.0ms (57.2% of total)

ival-sub: 2.0ms (19.1% of total)

ival-mult: 2.0ms (19.1% of total)

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

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

series95.0ms (6.7%)

Memory

25.2MiB live, 141.7MiB allocated

Counts

4 → 27

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
33.0ms	x	@	0	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
15.0ms	x	@	-inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
15.0ms	y	@	0	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
12.0ms	y	@	-inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))
9.0ms	x	@	inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y))

simplify0.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated

Algorithm

1×	egg-herbie

Counts

27 → 4

Calls

Call 1

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

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

rewrite0.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated

Counts

4 → 4

Calls

Call 1

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

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

eval1.0ms (0.1%)

Memory: 1.4MiB live, 1.4MiB allocated
Compiler: Compiled 88 to 17 computations (80.7% saved)

prune1.0ms (0.1%)

Memory

2.2MiB live, 2.2MiB 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 x (log.f64 y)) z) y)
▶	67.9%	(-.f64 #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))) y)
▶	28.1%	(-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)
▶	70.0%	#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 x (log.f64 y)) z))

Compiler

Compiled 47 to 37 computations (21.3% saved)

simplify1.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 11 expressions of interest:

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

Calls

Call 1

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

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

localize28.0ms (2%)

Memory

-6.5MiB live, 30.9MiB allocated

Localize:

Found 11 expressions of interest:

New	Metric	Score
accuracy	0.0	(log.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))) y)
accuracy	0.26953125	(*.f64 x (log.f64 y))
accuracy	29.657430559186672	#s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y)))
accuracy	0.0	(log.f64 y)
accuracy	0.00390625	(-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)
accuracy	62.007343787588724	#s(approx (- (* x (log y)) z) (log.f64 y))
accuracy	0.0	(log.f64 y)
accuracy	0.0078125	(-.f64 (*.f64 x (log.f64 y)) z)
accuracy	0.26953125	(*.f64 x (log.f64 y))
accuracy	19.094644689380114	#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 x (log.f64 y)) z))

Samples

20.0ms

256×

valid

Compiler

Compiled 149 to 24 computations (83.9% saved)

Precisions

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

ival-log: 3.0ms (38% of total)

ival-sub: 2.0ms (25.3% of total)

ival-mult: 2.0ms (25.3% of total)

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

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

series54.0ms (3.8%)

Memory

-21.3MiB live, 97.1MiB allocated

Counts

8 → 27

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
11.0ms	x	@	0	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z))
9.0ms	y	@	0	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z))
7.0ms	y	@	-inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z))
7.0ms	x	@	-inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z))
6.0ms	y	@	inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (log y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (- (* x (log y)) z) y) (- (* x (log y)) z))

simplify0.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

1×	egg-herbie

Counts

27 → 8

Calls

Call 1

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

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

rewrite0.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Counts

8 → 8

Calls

Call 1

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

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

eval2.0ms (0.1%)

Memory: 3.5MiB live, 3.5MiB allocated
Compiler: Compiled 302 to 25 computations (91.7% saved)

prune3.0ms (0.2%)

Memory

6.1MiB live, 6.1MiB allocated

Pruning

7 alts after pruning (3 fresh and 4 done)

	Pruned	Kept	Total
New	14	3	17
Fresh	0	0	0
Picked	0	3	3
Done	0	1	1
Total	14	7	21

Accuracy

99.9%

Counts

21 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	99.9%	(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
✓	67.9%	(-.f64 #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))) y)
✓	28.1%	(-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)
✓	70.0%	#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 x (log.f64 y)) z))
▶	56.1%	#s(approx (- (- (* x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)) z))
▶	38.8%	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))
▶	2.5%	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (log.f64 y)))

Compiler

Compiled 112 to 71 computations (36.6% saved)

simplify1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 11 expressions of interest:

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

Calls

Call 1

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

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

localize27.0ms (1.9%)

Memory

8.5MiB live, 47.3MiB allocated

Localize:

Found 11 expressions of interest:

New	Metric	Score
accuracy	0.0078125	(-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)) z)
accuracy	19.094644689380114	#s(approx (- (- (* x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)) z))
accuracy	39.059608292848225	#s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y))
accuracy	62.007343787588724	#s(approx (- (* x (log y)) z) (log.f64 y))
accuracy	0.0	(log.f64 y)
accuracy	0.26953125	(*.f64 x (log.f64 y))
accuracy	19.094644689380114	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))
accuracy	29.657430559186672	#s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y)))
accuracy	0.0	(log.f64 y)
accuracy	19.094644689380114	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (log.f64 y)))
accuracy	62.007343787588724	#s(approx (- (* x (log y)) z) (log.f64 y))

Samples

19.0ms

256×

valid

Compiler

Compiled 231 to 26 computations (88.7% saved)

Precisions

Click to see histograms. Total time spent on operations: 9.0ms

ival-log: 4.0ms (44.4% of total)

ival-sub: 2.0ms (22.2% of total)

ival-mult: 2.0ms (22.2% of total)

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

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

series50.0ms (3.6%)

Memory

-21.6MiB live, 96.4MiB allocated

Counts

10 → 27

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
10.0ms	x	@	0	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (log y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y))
8.0ms	y	@	0	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (log y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y))
7.0ms	y	@	-inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (log y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y))
6.0ms	y	@	inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (log y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y))
6.0ms	x	@	-inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (log y) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y))

simplify1.0ms (0%)

Memory

1.3MiB live, 1.3MiB allocated

Algorithm

1×	egg-herbie

Counts

27 → 10

Calls

Call 1

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

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

rewrite1.0ms (0%)

Memory

1.5MiB live, 1.5MiB allocated

Counts

10 → 10

Calls

Call 1

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

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

eval2.0ms (0.2%)

Memory: 5.4MiB live, 5.4MiB allocated
Compiler: Compiled 637 to 41 computations (93.6% saved)

prune4.0ms (0.3%)

Memory

9.4MiB live, 9.4MiB allocated

Pruning

7 alts after pruning (1 fresh and 6 done)

	Pruned	Kept	Total
New	22	1	23
Fresh	0	0	0
Picked	0	3	3
Done	1	3	4
Total	23	7	30

Accuracy

99.9%

Counts

30 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	67.9%	(-.f64 #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))) y)
✓	28.1%	(-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)
✓	70.0%	#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 x (log.f64 y)) z))
✓	56.1%	#s(approx (- (- (* x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)) z))
▶	99.9%	#s(approx (- (- (* x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))) y)) z))
✓	38.8%	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))
✓	2.5%	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (log.f64 y)))

Compiler

Compiled 149 to 80 computations (46.3% saved)

simplify1.0ms (0%)

Memory

1.2MiB live, 1.2MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

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

Calls

Call 1

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

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

localize25.0ms (1.8%)

Memory

2.1MiB live, 40.8MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	19.094644689380114	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))
accuracy	19.094644689380114	#s(approx (- (* x (log y)) z) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y)))))
accuracy	29.657430559186672	#s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y)))
accuracy	39.059608292848225	#s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))) y))

Samples

18.0ms

256×

valid

Compiler

Compiled 268 to 25 computations (90.7% saved)

Precisions

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

ival-log: 3.0ms (37.9% of total)

ival-sub: 2.0ms (25.3% of total)

ival-mult: 2.0ms (25.3% of total)

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

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

series55.0ms (3.9%)

Memory

-20.3MiB live, 100.0MiB allocated

Counts

7 → 24

Calls

Call 1

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

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

Calls

9 calls:

Time	Variable		Point	Expression
9.0ms	z	@	-inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (* x (log y)) z) (- (- (* x (log y)) z) y))
8.0ms	x	@	0	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (* x (log y)) z) (- (- (* x (log y)) z) y))
8.0ms	y	@	0	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (* x (log y)) z) (- (- (* x (log y)) z) y))
7.0ms	x	@	inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (* x (log y)) z) (- (- (* x (log y)) z) y))
7.0ms	y	@	-inf	((- (- (* x (log y)) z) y) (- (* x (log y)) z) (* x (log y)) (- (- (* x (log y)) z) y) (- (* x (log y)) z) (- (* x (log y)) z) (- (- (* x (log y)) z) y))

simplify1.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Algorithm

1×	egg-herbie

Counts

24 → 7

Calls

Call 1

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

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

rewrite1.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated

Counts

7 → 7

Calls

Call 1

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

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

eval1.0ms (0.1%)

Memory: 2.6MiB live, 2.6MiB allocated
Compiler: Compiled 518 to 25 computations (95.2% saved)

prune4.0ms (0.3%)

Memory

7.8MiB live, 7.8MiB allocated

Pruning

7 alts after pruning (0 fresh and 7 done)

	Pruned	Kept	Total
New	12	0	12
Fresh	0	0	0
Picked	0	1	1
Done	0	6	6
Total	12	7	19

Accuracy

99.9%

Counts

19 → 7

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	67.9%	(-.f64 #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))) y)
✓	28.1%	(-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)
✓	70.0%	#s(approx (- (- (* x (log y)) z) y) (-.f64 (*.f64 x (log.f64 y)) z))
✓	56.1%	#s(approx (- (- (* x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)) z))
✓	99.9%	#s(approx (- (- (* x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))) y)) z))
✓	38.8%	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))
✓	2.5%	#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (log.f64 y)))

Compiler

Compiled 306 to 106 computations (65.4% saved)

regimes13.0ms (0.9%)

Memory

25.0MiB live, 25.0MiB allocated

Counts

8 → 1

Calls

Call 1

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

Outputs

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

Calls

4 calls:

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

Results

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

Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes12.0ms (0.8%)

Memory

-19.5MiB live, 19.4MiB allocated

Counts

6 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

4 calls:

4.0ms	(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)
3.0ms	z
3.0ms	y
2.0ms	x

Results

Accuracy	Segments	Branch
80.0%	3	`x`
86.8%	2	`y`
90.7%	3	`z`
83.3%	2	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`

Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes5.0ms (0.4%)

Memory

8.7MiB live, 8.7MiB allocated

Counts

5 → 2

Calls

Call 1

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

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

Calls

2 calls:

2.0ms	z
2.0ms	y

Results

Accuracy	Segments	Branch
84.9%	2	`y`
72.5%	2	`z`

Compiler

Compiled 2 to 6 computations (-200% saved)

regimes7.0ms (0.5%)

Memory

11.6MiB live, 11.6MiB allocated

Counts

4 → 3

Calls

Call 1

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

Outputs

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

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

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

Calls

3 calls:

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

Results

Accuracy	Segments	Branch
75.8%	3	`x`
62.5%	3	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`
63.7%	3	`y`

Compiler

Compiled 10 to 13 computations (-30% saved)

regimes10.0ms (0.7%)

Memory

-23.7MiB live, 14.2MiB allocated

Counts

3 → 2

Calls

Call 1

Inputs

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

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

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
46.9%	2	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`
53.3%	2	`y`
40.4%	2	`z`
51.3%	3	`x`

Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes6.0ms (0.4%)

Memory

12.1MiB live, 12.1MiB allocated

Counts

2 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
28.1%	1	`z`
28.1%	1	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`
28.1%	1	`x`
28.1%	1	`y`

Compiler

Compiled 11 to 16 computations (-45.5% saved)

regimes7.0ms (0.5%)

Memory

-21.4MiB live, 15.5MiB allocated

Accuracy

Total 0.0b remaining (0%)

Threshold costs 0b (0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

4 calls:

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

Results

Accuracy	Segments	Branch
2.5%	1	`y`
2.5%	1	`z`
2.5%	1	`x`
2.5%	1	`(-.f64 (-.f64 (*.f64 x (log.f64 y)) z) y)`

Compiler

Compiled 11 to 16 computations (-45.5% saved)

bsearch21.0ms (1.5%)

Memory

30.7MiB live, 30.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
9.0ms	1.1201469226201697e+64	1.0011051813972206e+65
10.0ms	-1.404827322053025e+21	-6.79693070745318e+18

Samples

11.0ms

208×

valid

Compiler

Compiled 459 to 326 computations (29% saved)

Precisions

Click to see histograms. Total time spent on operations: 6.0ms

ival-log: 3.0ms (47.4% of total)

ival-sub: 2.0ms (31.6% of total)

ival-mult: 1.0ms (15.8% of total)

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

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

bsearch19.0ms (1.3%)

Memory

-24.2MiB live, 14.2MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
18.0ms	2.872011331970999e+190	1.197441131014002e+191

Samples

14.0ms

96×

valid

Compiler

Compiled 263 to 169 computations (35.7% saved)

Precisions

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

ival-log: 10.0ms (84.7% of total)

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

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

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

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

bsearch35.0ms (2.5%)

Memory

3.7MiB live, 39.7MiB allocated

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
21.0ms	2.7058503479015976e+172	5.036400597286993e+178
12.0ms	-2.702168593950565e+164	-5.21435187183272e+159

Samples

22.0ms

272×

valid

Compiler

Compiled 810 to 455 computations (43.8% saved)

Precisions

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

ival-log: 11.0ms (69.4% of total)

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

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

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

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

bsearch1.0ms (0.1%)

Memory

1.4MiB live, 1.4MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
1.0ms	2.872011331970999e+190	1.197441131014002e+191

Compiler

Compiled 197 to 145 computations (26.4% saved)

simplify5.0ms (0.4%)

Memory

11.0MiB live, 11.0MiB allocated

Algorithm

1×	egg-herbie

Calls

Call 1

Inputs
#s(approx (- (- (* x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))) y)) z))
(if (<=.f64 z #s(literal -650000000000000000000 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)) z)) (if (<=.f64 z #s(literal 34000000000000001601795228719991244580453667252880619983886876672 binary64)) (-.f64 #s(approx (- (* x (log y)) z) (.f64 x (log.f64 y))) y) #s(approx (- (- ( x (log y)) z) y) (-.f64 (*.f64 x (log.f64 y)) z))))
(if (<=.f64 y #s(literal 28999999999999998938386837466506536495447661383168948741566929058007544102262880326826516363447501879997881749008183724517676531167964956239849621635698545612825825798700258397762628383408128 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 (.f64 x (log.f64 y)) z)) #s(approx (- (- ( x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)) z)))
(if (<=.f64 x #s(literal -20999999999999999668834280099033922986519364043686215086452852145847402104586636455465947948011777757168403727869273474932835578850947979430791200272677594988544 binary64)) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (.f64 x (log.f64 y)))) (if (<=.f64 x #s(literal 649999999999999948605414894558353144305565364004276781162553673079257990344635846523448161249441208977494065393174305710410149072315163528905544313046809131506310522469737299968 binary64)) #s(approx (- (- ( x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)) z)) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))))
(if (<=.f64 y #s(literal 28999999999999998938386837466506536495447661383168948741566929058007544102262880326826516363447501879997881749008183724517676531167964956239849621635698545612825825798700258397762628383408128 binary64)) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (.f64 x (log.f64 y)))) (-.f64 #s(approx (- ( x (log y)) z) (log.f64 y)) y))
(-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)
#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (log.f64 y)))

Outputs
#s(approx (- (- (* x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))) y)) z))
(if (<=.f64 z #s(literal -650000000000000000000 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)) z)) (if (<=.f64 z #s(literal 34000000000000001601795228719991244580453667252880619983886876672 binary64)) (-.f64 #s(approx (- (* x (log y)) z) (.f64 x (log.f64 y))) y) #s(approx (- (- ( x (log y)) z) y) (-.f64 (*.f64 x (log.f64 y)) z))))
(if (<=.f64 y #s(literal 28999999999999998938386837466506536495447661383168948741566929058007544102262880326826516363447501879997881749008183724517676531167964956239849621635698545612825825798700258397762628383408128 binary64)) #s(approx (- (- (* x (log y)) z) y) (-.f64 (.f64 x (log.f64 y)) z)) #s(approx (- (- ( x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)) z)))
(if (<=.f64 x #s(literal -20999999999999999668834280099033922986519364043686215086452852145847402104586636455465947948011777757168403727869273474932835578850947979430791200272677594988544 binary64)) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (.f64 x (log.f64 y)))) (if (<=.f64 x #s(literal 649999999999999948605414894558353144305565364004276781162553673079257990344635846523448161249441208977494065393174305710410149072315163528905544313046809131506310522469737299968 binary64)) #s(approx (- (- ( x (log y)) z) y) (-.f64 #s(approx (* x (log y)) (-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)) z)) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (*.f64 x (log.f64 y))))))
(if (<=.f64 y #s(literal 28999999999999998938386837466506536495447661383168948741566929058007544102262880326826516363447501879997881749008183724517676531167964956239849621635698545612825825798700258397762628383408128 binary64)) #s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (.f64 x (log.f64 y)))) (-.f64 #s(approx (- ( x (log y)) z) (log.f64 y)) y))
(-.f64 #s(approx (- (* x (log y)) z) (log.f64 y)) y)
#s(approx (- (- (* x (log y)) z) y) #s(approx (- (* x (log y)) z) (log.f64 y)))

soundness2.0ms (0.1%)

Memory

4.0MiB live, 4.0MiB allocated

Stop Event

1×

done

Compiler

Compiled 293 to 41 computations (86% saved)

preprocess42.0ms (3%)

Memory: -8.8MiB live, 64.8MiB allocated
Compiler: Compiled 602 to 96 computations (84.1% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze1.0ms (0%)

sample747.0ms (52.9%)

explain93.0ms (6.6%)

preprocess3.0ms (0.2%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify0.0ms (0%)

localize23.0ms (1.6%)

series95.0ms (6.7%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval1.0ms (0.1%)

prune1.0ms (0.1%)

simplify1.0ms (0%)

localize28.0ms (2%)

series54.0ms (3.8%)

simplify0.0ms (0%)

rewrite0.0ms (0%)

eval2.0ms (0.1%)

prune3.0ms (0.2%)

simplify1.0ms (0%)

localize27.0ms (1.9%)

series50.0ms (3.6%)

simplify1.0ms (0%)

rewrite1.0ms (0%)

eval2.0ms (0.2%)

prune4.0ms (0.3%)

simplify1.0ms (0%)

localize25.0ms (1.8%)

series55.0ms (3.9%)

simplify1.0ms (0%)

rewrite1.0ms (0%)

eval1.0ms (0.1%)

prune4.0ms (0.3%)

regimes13.0ms (0.9%)

regimes12.0ms (0.8%)

regimes5.0ms (0.4%)

regimes7.0ms (0.5%)

regimes10.0ms (0.7%)

regimes6.0ms (0.4%)

regimes7.0ms (0.5%)

bsearch21.0ms (1.5%)

bsearch19.0ms (1.3%)

bsearch35.0ms (2.5%)

bsearch1.0ms (0.1%)

simplify5.0ms (0.4%)

soundness2.0ms (0.1%)

preprocess42.0ms (3%)

end0.0ms (0%)

Profiling