Metrics for Statistics.Distribution.Poisson.Internal:probability from math-functions-0.1.5.2

start0.0ms (0%)

Memory: 0.2MiB live, 0.2MiB allocated

analyze1.0ms (0%)

Memory

2.8MiB live, 2.8MiB 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 11 to 10 computations (9.1% saved)

sample1.2s (18.5%)

Memory

46.1MiB live, 1 634.0MiB allocated

Samples

806.0ms

8 256×

valid

Precisions

Click to see histograms. Total time spent on operations: 524.0ms

ival-log: 168.0ms (32% of total)

ival-exp: 134.0ms (25.6% of total)

ival-sub: 90.0ms (17.2% of total)

ival-add: 61.0ms (11.6% of total)

ival-mult: 61.0ms (11.6% of total)

ival-true: 7.0ms (1.3% of total)

ival-assert: 4.0ms (0.8% of total)

Bogosity

explain124.0ms (2%)

Memory

-17.6MiB live, 275.7MiB allocated

FPErrors

Click to see full error table

Ground Truth	Example	Example	Subexpression
1	-	-	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
0	-	-	`(*.f64 y (log.f64 y))`
0	-	-	`(log.f64 y)`
0	-	-	`y`
0	-	-	`(+.f64 x (*.f64 y (log.f64 y)))`
0	-	-	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
0	-	-	`z`
0	-	-	`x`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`exp.f64`	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`	sensitivity	1	0

Confusion

	Predicted +	Predicted -
+	1	0
-	0	255

Precision

1.0

Recall

1.0

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	1	0	0
-	0	0	255

Precision?

1.0

Recall?

1.0

Freqs

test

number	freq
0	255
1	1

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

38.0ms

512×

valid

Compiler

Compiled 77 to 28 computations (63.6% saved)

Precisions

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

ival-log: 7.0ms (34.8% of total)

ival-exp: 4.0ms (19.9% of total)

ival-mult: 4.0ms (19.9% of total)

ival-sub: 2.0ms (9.9% of total)

ival-add: 2.0ms (9.9% of total)

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

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

preprocess409.0ms (6.5%)

Memory

10.2MiB live, 303.3MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	35	90
1	105	90
2	311	83
3	948	83
4	3643	81
0	8	9
0	13	9
1	26	9
2	61	8
3	162	8
4	493	8
5	3565	8
0	8160	8

Stop Event

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

Calls

Call 1

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

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

Compiler

Compiled 9 to 8 computations (11.1% saved)

eval0.0ms (0%)

Memory: 0.2MiB live, 0.2MiB allocated
Compiler: Compiled 0 to 3 computations (-∞% saved)

prune0.0ms (0%)

Memory

0.9MiB live, 0.9MiB allocated

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	100.0%	(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))

Compiler

Compiled 9 to 8 computations (11.1% saved)

simplify165.0ms (2.6%)

Memory

-7.8MiB live, 177.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score
cost-diff	0	(*.f64 y (log.f64 y))
cost-diff	0	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)
cost-diff	0	(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))
cost-diff	1	(+.f64 x (*.f64 y (log.f64 y)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	32
0	13	32
1	26	32
2	61	31
3	162	31
4	493	31
5	3565	31
0	8160	29

Stop Event

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

Calls

Call 1

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

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

localize24.0ms (0.4%)

Memory

39.6MiB live, 39.6MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.00390625	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)
accuracy	0.015625	(+.f64 x (*.f64 y (log.f64 y)))
accuracy	0.025838710328575036	(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))
accuracy	0.2578125	(*.f64 y (log.f64 y))

Samples

17.0ms

256×

valid

Compiler

Compiled 34 to 10 computations (70.6% saved)

Precisions

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

ival-log: 3.0ms (31% of total)

ival-exp: 2.0ms (20.7% of total)

ival-mult: 2.0ms (20.7% of total)

ival-sub: 1.0ms (10.3% of total)

ival-add: 1.0ms (10.3% of total)

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

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

series118.0ms (1.9%)

Memory

-28.9MiB live, 113.9MiB allocated

Counts

4 → 35

Calls

Call 1

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

Outputs
(* y (log y))
(+ x (* y (log y)))
(exp (- (* y (log y)) z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(- (* y (log y)) z)
(- (+ x (* y (log y))) z)
x
(* x (+ 1 (/ (* y (log y)) x)))
(exp (- (+ x (* y (log y))) z))
(* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))
(* -1 (* x (- (* -1 (/ (* y (log y)) x)) 1)))
(exp (- (* y (log y)) (+ z (* -1 x))))
(* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))
(exp (- x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(- x z)
(* -1 (* y (log (/ 1 y))))
(* y (+ (* -1 (log (/ 1 y))) (/ x y)))
(* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))
(* y (+ (log -1) (* -1 (log (/ -1 y)))))
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ x y)))))
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))
(exp (+ x (* y (log y))))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(+ x (+ (* -1 z) (* y (log y))))
(* -1 z)
(* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))
(exp (+ x (+ (* -1 z) (* y (log y)))))
(* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))

Calls

9 calls:

Time	Variable		Point	Expression
43.0ms	y	@	0	((+ x (* y (log y))) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (* y (log y)))
37.0ms	y	@	-inf	((+ x (* y (log y))) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (* y (log y)))
23.0ms	x	@	0	((+ x (* y (log y))) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (* y (log y)))
7.0ms	y	@	inf	((+ x (* y (log y))) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (* y (log y)))
2.0ms	z	@	0	((+ x (* y (log y))) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (* y (log y)))

simplify133.0ms (2.1%)

Memory

6.8MiB live, 147.6MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	128	484
1	470	416
2	1981	388
0	8253	369

Stop Event

1×	iter limit
1×	node limit

Counts

35 → 34

Calls

Call 1

Inputs
(* y (log y))
(+ x (* y (log y)))
(exp (- (* y (log y)) z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(- (* y (log y)) z)
(- (+ x (* y (log y))) z)
x
(* x (+ 1 (/ (* y (log y)) x)))
(exp (- (+ x (* y (log y))) z))
(* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))
(* -1 (* x (- (* -1 (/ (* y (log y)) x)) 1)))
(exp (- (* y (log y)) (+ z (* -1 x))))
(* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))
(exp (- x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(- x z)
(* -1 (* y (log (/ 1 y))))
(* y (+ (* -1 (log (/ 1 y))) (/ x y)))
(* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))
(* y (+ (log -1) (* -1 (log (/ -1 y)))))
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ x y)))))
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))
(exp (+ x (* y (log y))))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(+ x (+ (* -1 z) (* y (log y))))
(* -1 z)
(* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))
(exp (+ x (+ (* -1 z) (* y (log y)))))
(* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))

Outputs
(* y (log y))
(*.f64 (log.f64 y) y)
(+ x (* y (log y)))
(fma.f64 (log.f64 y) y x)
(exp (- (* y (log y)) z))
(/.f64 (pow.f64 y y) (exp.f64 z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(*.f64 (+.f64 #s(literal 1 binary64) x) (/.f64 (pow.f64 y y) (exp.f64 z)))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(.f64 (/.f64 (pow.f64 y y) (exp.f64 z)) (+.f64 (+.f64 #s(literal 1 binary64) x) (.f64 (*.f64 #s(literal 1/2 binary64) x) x)))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(fma.f64 (.f64 (/.f64 (pow.f64 y y) (exp.f64 z)) (fma.f64 (.f64 #s(literal 1/6 binary64) x) x (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)))) x (/.f64 (pow.f64 y y) (exp.f64 z)))
(- (* y (log y)) z)
(-.f64 (*.f64 (log.f64 y) y) z)
(- (+ x (* y (log y))) z)
(-.f64 (fma.f64 (log.f64 y) y x) z)
x
(* x (+ 1 (/ (* y (log y)) x)))
(fma.f64 (*.f64 (/.f64 (log.f64 y) x) x) y x)
(exp (- (+ x (* y (log y))) z))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
(* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))
(fma.f64 (/.f64 (-.f64 (*.f64 (log.f64 y) y) z) x) x x)
(* -1 (* x (- (* -1 (/ (* y (log y)) x)) 1)))
(.f64 (neg.f64 x) (-.f64 (.f64 (/.f64 (log.f64 y) x) (neg.f64 y)) #s(literal 1 binary64)))
(exp (- (* y (log y)) (+ z (* -1 x))))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
(* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (fma.f64 (neg.f64 y) (log.f64 y) z) x) #s(literal 1 binary64)))
(exp (- x z))
(exp.f64 (-.f64 x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(*.f64 (fma.f64 (log.f64 y) y #s(literal 1 binary64)) (exp.f64 (-.f64 x z)))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(fma.f64 (.f64 (exp.f64 (-.f64 x z)) (fma.f64 (.f64 #s(literal 1/2 binary64) y) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (log.f64 y))) y (exp.f64 (-.f64 x z)))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(fma.f64 (.f64 y y) (.f64 (exp.f64 (-.f64 x z)) (fma.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 1/2 binary64) (.f64 (.f64 #s(literal 1/6 binary64) y) (pow.f64 (log.f64 y) #s(literal 3 binary64))))) (*.f64 (fma.f64 (log.f64 y) y #s(literal 1 binary64)) (exp.f64 (-.f64 x z))))
(- x z)
(-.f64 x z)
(* -1 (* y (log (/ 1 y))))
(*.f64 (log.f64 y) y)
(* y (+ (* -1 (log (/ 1 y))) (/ x y)))
(*.f64 (+.f64 (/.f64 x y) (log.f64 y)) y)
(* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))
(*.f64 (+.f64 (/.f64 (-.f64 x z) y) (log.f64 y)) y)
(* y (+ (log -1) (* -1 (log (/ -1 y)))))
(*.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) y)
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ x y)))))
(*.f64 (-.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (/.f64 x y)) (log.f64 (/.f64 #s(literal -1 binary64) y))) y)
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))
(*.f64 (-.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (/.f64 (-.f64 z x) y)) (log.f64 (/.f64 #s(literal -1 binary64) y))) y)
(exp (+ x (* y (log y))))
(*.f64 (pow.f64 y y) (exp.f64 x))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(.f64 (fma.f64 #s(literal -1 binary64) z #s(literal 1 binary64)) (.f64 (pow.f64 y y) (exp.f64 x)))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(.f64 (.f64 (pow.f64 y y) (exp.f64 x)) (+.f64 (fma.f64 #s(literal -1 binary64) z #s(literal 1 binary64)) (.f64 (.f64 #s(literal 1/2 binary64) z) z)))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(fma.f64 (.f64 z z) (.f64 (fma.f64 #s(literal -1/6 binary64) z #s(literal 1/2 binary64)) (.f64 (pow.f64 y y) (exp.f64 x))) (.f64 (fma.f64 #s(literal -1 binary64) z #s(literal 1 binary64)) (*.f64 (pow.f64 y y) (exp.f64 x))))
(+ x (+ (* -1 z) (* y (log y))))
(-.f64 (fma.f64 (log.f64 y) y x) z)
(* -1 z)
(neg.f64 z)
(* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) y x) z) #s(literal 1 binary64)) z)
(exp (+ x (+ (* -1 z) (* y (log y)))))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
(* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))
(*.f64 (+.f64 (/.f64 (fma.f64 (log.f64 y) y x) z) #s(literal -1 binary64)) z)

rewrite405.0ms (6.5%)

Memory

-17.3MiB live, 383.2MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	8	27
0	13	27
1	53	27
2	423	26
3	6041	26
0	8101	24

Stop Event

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

Counts

4 → 164

Calls

Call 1

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

Outputs
(.f64 (/.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (log.f64 y) y) #s(literal 2 binary64))) (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (.f64 (log.f64 y) y) #s(literal 3 binary64)))) (fma.f64 (.f64 (fma.f64 (log.f64 y) y x) y) (log.f64 y) (.f64 x x)))
(.f64 (/.f64 (+.f64 (pow.f64 (.f64 (log.f64 y) y) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y)) #s(literal 2 binary64)))) (-.f64 (.f64 x x) (.f64 (-.f64 (.f64 (log.f64 y) y) x) (*.f64 (log.f64 y) y))))
(.f64 (/.f64 (+.f64 (pow.f64 (.f64 (log.f64 y) y) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (+.f64 (pow.f64 (.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y)) #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 (.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y)) (-.f64 (.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y)) (.f64 x x)) (pow.f64 x #s(literal 4 binary64))))
(.f64 (/.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (log.f64 y) y) #s(literal 2 binary64))) (-.f64 (.f64 x x) (pow.f64 (*.f64 (log.f64 y) y) #s(literal 2 binary64)))) (fma.f64 (log.f64 y) y x))
(.f64 (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (.f64 x x)) (/.f64 (fma.f64 (log.f64 y) y x) (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (*.f64 x x))))
(.f64 (fma.f64 (log.f64 y) y x) (/.f64 (-.f64 x (.f64 (log.f64 y) y)) (-.f64 x (*.f64 (log.f64 y) y))))
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(/.f64 (neg.f64 (-.f64 (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64)))) (neg.f64 (fma.f64 (+.f64 z (fma.f64 (log.f64 y) y x)) z (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 2 binary64)))))
(/.f64 (fma.f64 (neg.f64 z) z (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 2 binary64))) (+.f64 z (fma.f64 (log.f64 y) y x)))
(/.f64 (-.f64 (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 3 binary64)) (pow.f64 z #s(literal 3 binary64))) (fma.f64 (+.f64 z (fma.f64 (log.f64 y) y x)) z (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 2 binary64))))
(neg.f64 (neg.f64 (-.f64 (fma.f64 (log.f64 y) y x) z)))
(fma.f64 (/.f64 (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 2 binary64)) (+.f64 (pow.f64 z #s(literal 3 binary64)) (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 3 binary64)))) (fma.f64 z (-.f64 z (fma.f64 (log.f64 y) y x)) (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 2 binary64))) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 z (fma.f64 (log.f64 y) y x))))
(fma.f64 (/.f64 (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 2 binary64)) (fma.f64 (neg.f64 z) z (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 2 binary64)))) (-.f64 (fma.f64 (log.f64 y) y x) z) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 z (fma.f64 (log.f64 y) y x))))
(fma.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y)) #s(literal 2 binary64)))) (-.f64 (.f64 x x) (.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y))) (-.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (*.f64 x x))) z))
(fma.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (+.f64 (pow.f64 (.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y)) #s(literal 3 binary64)) (pow.f64 x #s(literal 6 binary64)))) (fma.f64 (.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y)) (-.f64 (.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y)) (.f64 x x)) (pow.f64 x #s(literal 4 binary64))) (-.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (.f64 x x))) z))
(fma.f64 (pow.f64 x #s(literal 3/2 binary64)) (/.f64 (pow.f64 x #s(literal 3/2 binary64)) (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (.f64 x x))) (-.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (*.f64 x x))) z))
(fma.f64 (neg.f64 (fma.f64 (log.f64 y) y x)) (/.f64 (neg.f64 (fma.f64 (log.f64 y) y x)) (+.f64 z (fma.f64 (log.f64 y) y x))) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 z (fma.f64 (log.f64 y) y x))))
(fma.f64 (fabs.f64 (fma.f64 (log.f64 y) y x)) (/.f64 (fabs.f64 (fma.f64 (log.f64 y) y x)) (+.f64 z (fma.f64 (log.f64 y) y x))) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 z (fma.f64 (log.f64 y) y x))))
(fma.f64 (.f64 x x) (/.f64 x (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (.f64 x x))) (-.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (.f64 x x))) z))
(fma.f64 (fma.f64 (log.f64 y) y x) (/.f64 (fma.f64 (log.f64 y) y x) (+.f64 z (fma.f64 (log.f64 y) y x))) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 z (fma.f64 (log.f64 y) y x))))
(fma.f64 (log.f64 y) y (-.f64 x z))
(fma.f64 y (log.f64 y) (-.f64 x z))
(fma.f64 x (/.f64 (.f64 x x) (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (.f64 x x))) (-.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (.f64 x x))) z))
(-.f64 (/.f64 (.f64 x x) (-.f64 x (-.f64 (.f64 (log.f64 y) y) z))) (/.f64 (pow.f64 (-.f64 (.f64 (log.f64 y) y) z) #s(literal 2 binary64)) (-.f64 x (-.f64 (.f64 (log.f64 y) y) z))))
(-.f64 (/.f64 (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 2 binary64)) (+.f64 z (fma.f64 (log.f64 y) y x))) (*.f64 z (/.f64 z (+.f64 z (fma.f64 (log.f64 y) y x)))))
(-.f64 (/.f64 (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 3 binary64)) (fma.f64 (+.f64 z (fma.f64 (log.f64 y) y x)) z (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 2 binary64)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 (+.f64 z (fma.f64 (log.f64 y) y x)) z (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 2 binary64)))))
(-.f64 (.f64 x (/.f64 x (-.f64 x (.f64 (log.f64 y) y)))) (+.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) y) #s(literal 2 binary64)) (-.f64 x (.f64 (log.f64 y) y))) z))
(-.f64 (fma.f64 (log.f64 y) y x) z)
(-.f64 (*.f64 (log.f64 y) y) (-.f64 z x))
(-.f64 x (fma.f64 (neg.f64 y) (log.f64 y) z))
(+.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 (.f64 (log.f64 y) y) z) (-.f64 (-.f64 (.f64 (log.f64 y) y) z) x) (.f64 x x))) (/.f64 (pow.f64 (-.f64 (.f64 (log.f64 y) y) z) #s(literal 3 binary64)) (fma.f64 (-.f64 (.f64 (log.f64 y) y) z) (-.f64 (-.f64 (.f64 (log.f64 y) y) z) x) (*.f64 x x))))
(+.f64 (-.f64 x z) (*.f64 (log.f64 y) y))
(+.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (.f64 x x))) (-.f64 (/.f64 (pow.f64 (.f64 (log.f64 y) y) #s(literal 3 binary64)) (fma.f64 (-.f64 (.f64 (log.f64 y) y) x) (.f64 (log.f64 y) y) (*.f64 x x))) z))
(+.f64 (/.f64 (pow.f64 (fma.f64 (log.f64 y) y x) #s(literal 2 binary64)) (+.f64 z (fma.f64 (log.f64 y) y x))) (/.f64 (*.f64 (neg.f64 z) z) (+.f64 z (fma.f64 (log.f64 y) y x))))
(+.f64 (-.f64 (*.f64 (log.f64 y) y) z) x)
(+.f64 (*.f64 (log.f64 y) y) (-.f64 x z))
(+.f64 x (-.f64 (*.f64 (log.f64 y) y) z))
(*.f64 (log.f64 y) y)
(*.f64 y (log.f64 y))
(neg.f64 (*.f64 (neg.f64 y) (log.f64 y)))
(+.f64 (log.f64 (neg.f64 (pow.f64 y (/.f64 y #s(literal 2 binary64))))) (log.f64 (neg.f64 (pow.f64 y (/.f64 y #s(literal 2 binary64))))))
(+.f64 (log.f64 (fabs.f64 (pow.f64 y (/.f64 y #s(literal 2 binary64))))) (log.f64 (fabs.f64 (pow.f64 y (/.f64 y #s(literal 2 binary64))))))
(+.f64 (log.f64 (pow.f64 y (/.f64 y #s(literal 2 binary64)))) (log.f64 (pow.f64 y (/.f64 y #s(literal 2 binary64)))))
(log.f64 (/.f64 #s(literal 1 binary64) (pow.f64 y (neg.f64 y))))
(log.f64 (pow.f64 y y))

eval37.0ms (0.6%)

Memory: 32.1MiB live, 75.0MiB allocated
Compiler: Compiled 6 400 to 839 computations (86.9% saved)

prune7.0ms (0.1%)

Memory

-22.6MiB live, 21.4MiB allocated

Pruning

5 alts after pruning (5 fresh and 0 done)

	Pruned	Kept	Total
New	189	5	194
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	190	5	195

Accuracy

100.0%

Counts

195 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	74.6%	(/.f64 (exp.f64 x) (*.f64 (pow.f64 y (neg.f64 y)) (exp.f64 z)))
▶	78.9%	(exp.f64 (-.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y)) z))
▶	78.7%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z)))
▶	53.6%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))
▶	66.5%	#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 (pow.f64 y y) (exp.f64 x)))

Compiler

Compiled 130 to 104 computations (20% saved)

simplify134.0ms (2.1%)

Memory

2.4MiB live, 235.5MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 18 expressions of interest:

New	Metric	Score
cost-diff	0	(pow.f64 y (neg.f64 y))
cost-diff	0	(exp.f64 x)
cost-diff	1	(*.f64 (pow.f64 y (neg.f64 y)) (exp.f64 z))
cost-diff	1	(/.f64 (exp.f64 x) (*.f64 (pow.f64 y (neg.f64 y)) (exp.f64 z)))
cost-diff	0	(exp.f64 x)
cost-diff	0	(pow.f64 y y)
cost-diff	0	(*.f64 (pow.f64 y y) (exp.f64 x))
cost-diff	0	#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 (pow.f64 y y) (exp.f64 x)))
cost-diff	0	(-.f64 x z)
cost-diff	0	#s(approx (- (+ x (* y (log y))) z) (-.f64 x z))
cost-diff	0	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z)))
cost-diff	0	(neg.f64 z)
cost-diff	0	#s(approx (- (+ x (* y (log y))) z) (neg.f64 z))
cost-diff	0	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))
cost-diff	0	(*.f64 (log.f64 y) y)
cost-diff	0	#s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y))
cost-diff	0	(-.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y)) z)
cost-diff	0	(exp.f64 (-.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y)) z))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	28	161
0	44	161
1	76	161
2	163	158
3	420	158
4	1785	157
0	9214	150

Stop Event

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

Calls

Call 1

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

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

localize119.0ms (1.9%)

Memory

10.8MiB live, 205.2MiB allocated

Localize:

Found 18 expressions of interest:

New	Metric	Score
accuracy	0.0	(exp.f64 z)
accuracy	0.0	(exp.f64 x)
accuracy	0.19921875000000003	(*.f64 (pow.f64 y (neg.f64 y)) (exp.f64 z))
accuracy	0.24999862397081396	(/.f64 (exp.f64 x) (*.f64 (pow.f64 y (neg.f64 y)) (exp.f64 z)))
accuracy	0.0	(pow.f64 y y)
accuracy	0.0	(exp.f64 x)
accuracy	0.00390625	(*.f64 (pow.f64 y y) (exp.f64 x))
accuracy	5.355807752618016	#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 (pow.f64 y y) (exp.f64 x)))
accuracy	0.0	(-.f64 x z)
accuracy	0.025838710328575036	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z)))
accuracy	3.6242331659927753	#s(approx (- (+ x (* y (log y))) z) (-.f64 x z))
accuracy	0.0	(neg.f64 z)
accuracy	0.025838710328575036	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))
accuracy	16.004954413056968	#s(approx (- (+ x (* y (log y))) z) (neg.f64 z))
accuracy	0.0	(log.f64 y)
accuracy	0.025838710328575036	(exp.f64 (-.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y)) z))
accuracy	0.09375	(*.f64 (log.f64 y) y)
accuracy	17.260984756633743	#s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y))

Samples

84.0ms	151×	0	exit
22.0ms	105×	0	valid

Compiler

Compiled 127 to 21 computations (83.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 91.0ms

ival-pow: 35.0ms (38.7% of total)

ival-log: 20.0ms (22.1% of total)

ival-mult: 19.0ms (21% of total)

ival-exp: 9.0ms (9.9% of total)

ival-sub: 2.0ms (2.2% of total)

ival-neg: 2.0ms (2.2% of total)

ival-div: 1.0ms (1.1% of total)

ival-add: 1.0ms (1.1% of total)

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

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

series130.0ms (2.1%)

Memory

-34.5MiB live, 221.0MiB allocated

Counts

19 → 87

Calls

Call 1

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

Outputs
(exp (- (* y (log y)) z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(- (* y (log y)) z)
(- (+ x (* y (log y))) z)
(* y (log y))
(+ x (* y (log y)))
(* -1 z)
(- x z)
(pow y y)
(+ (* x (pow y y)) (pow y y))
(+ (* x (+ (* 1/2 (* x (pow y y))) (pow y y))) (pow y y))
(+ (* x (+ (* x (+ (* 1/6 (* x (pow y y))) (* 1/2 (pow y y)))) (pow y y))) (pow y y))
1
(+ 1 x)
(+ 1 (* x (+ 1 (* 1/2 x))))
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))
(/ 1 (* (exp z) (exp (* -1 (* y (log y))))))
(+ (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))) (/ x (* (exp z) (exp (* -1 (* y (log y)))))))
(+ (* x (+ (* 1/2 (/ x (* (exp z) (exp (* -1 (* y (log y))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))
(+ (* x (+ (* x (+ (* 1/6 (/ x (* (exp z) (exp (* -1 (* y (log y))))))) (* 1/2 (/ 1 (* (exp z) (exp (* -1 (* y (log y))))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))
(exp (- (+ x (* y (log y))) z))
x
(* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))
(* x (+ 1 (/ (* y (log y)) x)))
(* x (+ 1 (* -1 (/ z x))))
(* (exp x) (pow y y))
(exp x)
(/ (exp x) (* (exp z) (exp (* -1 (* y (log y))))))
(exp (- (* y (log y)) (+ z (* -1 x))))
(* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))
(* -1 (* x (- (* -1 (/ (* y (log y)) x)) 1)))
(* -1 (* x (- (/ z x) 1)))
(exp (- x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(+ (exp x) (* y (* (exp x) (log y))))
(+ (exp x) (* y (+ (* 1/2 (* y (* (exp x) (pow (log y) 2)))) (* (exp x) (log y)))))
(+ (exp x) (* y (+ (* y (+ (* 1/6 (* y (* (exp x) (pow (log y) 3)))) (* 1/2 (* (exp x) (pow (log y) 2))))) (* (exp x) (log y)))))
(+ 1 (* y (log y)))
(+ 1 (* y (+ (log y) (* 1/2 (* y (pow (log y) 2))))))
(+ 1 (* y (+ (log y) (* y (+ (* 1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(/ (exp x) (exp z))
(+ (/ (exp x) (exp z)) (/ (* y (* (exp x) (log y))) (exp z)))
(+ (* y (- (* -1 (* y (+ (* -1 (/ (* (exp x) (pow (log y) 2)) (exp z))) (* 1/2 (/ (* (exp x) (pow (log y) 2)) (exp z)))))) (* -1 (/ (* (exp x) (log y)) (exp z))))) (/ (exp x) (exp z)))
(+ (* y (- (* y (- (* -1 (* y (+ (* -1/6 (/ (* (exp x) (pow (log y) 3)) (exp z))) (+ (* 1/2 (/ (* (exp x) (pow (log y) 3)) (exp z))) (* (log y) (+ (* -1 (/ (* (exp x) (pow (log y) 2)) (exp z))) (* 1/2 (/ (* (exp x) (pow (log y) 2)) (exp z))))))))) (+ (* -1 (/ (* (exp x) (pow (log y) 2)) (exp z))) (* 1/2 (/ (* (exp x) (pow (log y) 2)) (exp z)))))) (* -1 (/ (* (exp x) (log y)) (exp z))))) (/ (exp x) (exp z)))
(exp z)
(+ (exp z) (* -1 (* y (* (exp z) (log y)))))
(+ (exp z) (* y (+ (* -1 (* (exp z) (log y))) (* 1/2 (* y (* (exp z) (pow (log y) 2)))))))
(+ (exp z) (* y (+ (* -1 (* (exp z) (log y))) (* y (+ (* -1/6 (* y (* (exp z) (pow (log y) 3)))) (* 1/2 (* (exp z) (pow (log y) 2))))))))
(+ 1 (* -1 (* y (log y))))
(+ 1 (* y (+ (* -1 (log y)) (* 1/2 (* y (pow (log y) 2))))))
(+ 1 (* y (+ (* -1 (log y)) (* y (+ (* -1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(log y)
(* -1 (* y (log (/ 1 y))))
(* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))
(* y (+ (* -1 (log (/ 1 y))) (/ x y)))
(* (exp z) (exp (* -1 (* y (log y)))))
(exp (* -1 (* y (log y))))
(* -1 (log (/ 1 y)))
(* y (+ (log -1) (* -1 (log (/ -1 y)))))
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ x y)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(exp (+ x (* y (log y))))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(+ x (+ (* -1 z) (* y (log y))))
(+ x (* -1 z))
(/ (exp x) (exp (* -1 (* y (log y)))))
(+ (* -1 (/ (* z (exp x)) (exp (* -1 (* y (log y)))))) (/ (exp x) (exp (* -1 (* y (log y))))))
(+ (* z (- (* -1 (* z (+ (* -1 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/2 (/ (exp x) (exp (* -1 (* y (log y))))))))) (/ (exp x) (exp (* -1 (* y (log y))))))) (/ (exp x) (exp (* -1 (* y (log y))))))
(+ (* z (- (* z (- (* -1 (* z (+ (* -1 (+ (* -1 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/2 (/ (exp x) (exp (* -1 (* y (log y)))))))) (+ (* -1/2 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/6 (/ (exp x) (exp (* -1 (* y (log y)))))))))) (+ (* -1 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/2 (/ (exp x) (exp (* -1 (* y (log y))))))))) (/ (exp x) (exp (* -1 (* y (log y))))))) (/ (exp x) (exp (* -1 (* y (log y))))))
(+ (exp (* -1 (* y (log y)))) (* z (exp (* -1 (* y (log y))))))
(+ (exp (* -1 (* y (log y)))) (* z (+ (exp (* -1 (* y (log y)))) (* 1/2 (* z (exp (* -1 (* y (log y)))))))))
(+ (exp (* -1 (* y (log y)))) (* z (+ (exp (* -1 (* y (log y)))) (* z (+ (* 1/6 (* z (exp (* -1 (* y (log y)))))) (* 1/2 (exp (* -1 (* y (log y))))))))))
(+ 1 z)
(+ 1 (* z (+ 1 (* 1/2 z))))
(+ 1 (* z (+ 1 (* z (+ 1/2 (* 1/6 z))))))
(* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))
(* z (- (/ x z) 1))
(exp (+ x (+ (* -1 z) (* y (log y)))))
(* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))
(* -1 (* z (+ 1 (* -1 (/ x z)))))

Calls

9 calls:

Time	Variable		Point	Expression
40.0ms	x	@	inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (+ x (* y (log y))) (* (log y) y) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg z) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (- x z) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (pow y y) (exp x) (/ (exp x) (* (pow y (neg y)) (exp z))) (* (pow y (neg y)) (exp z)) (pow y (neg y)) (log y) (exp z))
23.0ms	y	@	-inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (+ x (* y (log y))) (* (log y) y) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg z) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (- x z) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (pow y y) (exp x) (/ (exp x) (* (pow y (neg y)) (exp z))) (* (pow y (neg y)) (exp z)) (pow y (neg y)) (log y) (exp z))
21.0ms	z	@	-inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (+ x (* y (log y))) (* (log y) y) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg z) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (- x z) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (pow y y) (exp x) (/ (exp x) (* (pow y (neg y)) (exp z))) (* (pow y (neg y)) (exp z)) (pow y (neg y)) (log y) (exp z))
13.0ms	y	@	0	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (+ x (* y (log y))) (* (log y) y) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg z) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (- x z) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (pow y y) (exp x) (/ (exp x) (* (pow y (neg y)) (exp z))) (* (pow y (neg y)) (exp z)) (pow y (neg y)) (log y) (exp z))
9.0ms	y	@	inf	((exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (+ x (* y (log y))) (* (log y) y) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (neg z) (exp (- (+ x (* y (log y))) z)) (- (+ x (* y (log y))) z) (- x z) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (pow y y) (exp x) (/ (exp x) (* (pow y (neg y)) (exp z))) (* (pow y (neg y)) (exp z)) (pow y (neg y)) (log y) (exp z))

simplify193.0ms (3.1%)

Memory

27.2MiB live, 254.0MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	327	1293
1	1246	1113
2	5472	1089
0	8119	1015

Stop Event

1×	iter limit
1×	node limit

Counts

87 → 86

Calls

Call 1

Inputs
(exp (- (* y (log y)) z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(- (* y (log y)) z)
(- (+ x (* y (log y))) z)
(* y (log y))
(+ x (* y (log y)))
(* -1 z)
(- x z)
(pow y y)
(+ (* x (pow y y)) (pow y y))
(+ (* x (+ (* 1/2 (* x (pow y y))) (pow y y))) (pow y y))
(+ (* x (+ (* x (+ (* 1/6 (* x (pow y y))) (* 1/2 (pow y y)))) (pow y y))) (pow y y))
1
(+ 1 x)
(+ 1 (* x (+ 1 (* 1/2 x))))
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))
(/ 1 (* (exp z) (exp (* -1 (* y (log y))))))
(+ (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))) (/ x (* (exp z) (exp (* -1 (* y (log y)))))))
(+ (* x (+ (* 1/2 (/ x (* (exp z) (exp (* -1 (* y (log y))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))
(+ (* x (+ (* x (+ (* 1/6 (/ x (* (exp z) (exp (* -1 (* y (log y))))))) (* 1/2 (/ 1 (* (exp z) (exp (* -1 (* y (log y))))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))
(exp (- (+ x (* y (log y))) z))
x
(* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))
(* x (+ 1 (/ (* y (log y)) x)))
(* x (+ 1 (* -1 (/ z x))))
(* (exp x) (pow y y))
(exp x)
(/ (exp x) (* (exp z) (exp (* -1 (* y (log y))))))
(exp (- (* y (log y)) (+ z (* -1 x))))
(* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))
(* -1 (* x (- (* -1 (/ (* y (log y)) x)) 1)))
(* -1 (* x (- (/ z x) 1)))
(exp (- x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(+ (exp x) (* y (* (exp x) (log y))))
(+ (exp x) (* y (+ (* 1/2 (* y (* (exp x) (pow (log y) 2)))) (* (exp x) (log y)))))
(+ (exp x) (* y (+ (* y (+ (* 1/6 (* y (* (exp x) (pow (log y) 3)))) (* 1/2 (* (exp x) (pow (log y) 2))))) (* (exp x) (log y)))))
(+ 1 (* y (log y)))
(+ 1 (* y (+ (log y) (* 1/2 (* y (pow (log y) 2))))))
(+ 1 (* y (+ (log y) (* y (+ (* 1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(/ (exp x) (exp z))
(+ (/ (exp x) (exp z)) (/ (* y (* (exp x) (log y))) (exp z)))
(+ (* y (- (* -1 (* y (+ (* -1 (/ (* (exp x) (pow (log y) 2)) (exp z))) (* 1/2 (/ (* (exp x) (pow (log y) 2)) (exp z)))))) (* -1 (/ (* (exp x) (log y)) (exp z))))) (/ (exp x) (exp z)))
(+ (* y (- (* y (- (* -1 (* y (+ (* -1/6 (/ (* (exp x) (pow (log y) 3)) (exp z))) (+ (* 1/2 (/ (* (exp x) (pow (log y) 3)) (exp z))) (* (log y) (+ (* -1 (/ (* (exp x) (pow (log y) 2)) (exp z))) (* 1/2 (/ (* (exp x) (pow (log y) 2)) (exp z))))))))) (+ (* -1 (/ (* (exp x) (pow (log y) 2)) (exp z))) (* 1/2 (/ (* (exp x) (pow (log y) 2)) (exp z)))))) (* -1 (/ (* (exp x) (log y)) (exp z))))) (/ (exp x) (exp z)))
(exp z)
(+ (exp z) (* -1 (* y (* (exp z) (log y)))))
(+ (exp z) (* y (+ (* -1 (* (exp z) (log y))) (* 1/2 (* y (* (exp z) (pow (log y) 2)))))))
(+ (exp z) (* y (+ (* -1 (* (exp z) (log y))) (* y (+ (* -1/6 (* y (* (exp z) (pow (log y) 3)))) (* 1/2 (* (exp z) (pow (log y) 2))))))))
(+ 1 (* -1 (* y (log y))))
(+ 1 (* y (+ (* -1 (log y)) (* 1/2 (* y (pow (log y) 2))))))
(+ 1 (* y (+ (* -1 (log y)) (* y (+ (* -1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(log y)
(* -1 (* y (log (/ 1 y))))
(* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))
(* y (+ (* -1 (log (/ 1 y))) (/ x y)))
(* (exp z) (exp (* -1 (* y (log y)))))
(exp (* -1 (* y (log y))))
(* -1 (log (/ 1 y)))
(* y (+ (log -1) (* -1 (log (/ -1 y)))))
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ x y)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(exp (+ x (* y (log y))))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(+ x (+ (* -1 z) (* y (log y))))
(+ x (* -1 z))
(/ (exp x) (exp (* -1 (* y (log y)))))
(+ (* -1 (/ (* z (exp x)) (exp (* -1 (* y (log y)))))) (/ (exp x) (exp (* -1 (* y (log y))))))
(+ (* z (- (* -1 (* z (+ (* -1 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/2 (/ (exp x) (exp (* -1 (* y (log y))))))))) (/ (exp x) (exp (* -1 (* y (log y))))))) (/ (exp x) (exp (* -1 (* y (log y))))))
(+ (* z (- (* z (- (* -1 (* z (+ (* -1 (+ (* -1 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/2 (/ (exp x) (exp (* -1 (* y (log y)))))))) (+ (* -1/2 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/6 (/ (exp x) (exp (* -1 (* y (log y)))))))))) (+ (* -1 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/2 (/ (exp x) (exp (* -1 (* y (log y))))))))) (/ (exp x) (exp (* -1 (* y (log y))))))) (/ (exp x) (exp (* -1 (* y (log y))))))
(+ (exp (* -1 (* y (log y)))) (* z (exp (* -1 (* y (log y))))))
(+ (exp (* -1 (* y (log y)))) (* z (+ (exp (* -1 (* y (log y)))) (* 1/2 (* z (exp (* -1 (* y (log y)))))))))
(+ (exp (* -1 (* y (log y)))) (* z (+ (exp (* -1 (* y (log y)))) (* z (+ (* 1/6 (* z (exp (* -1 (* y (log y)))))) (* 1/2 (exp (* -1 (* y (log y))))))))))
(+ 1 z)
(+ 1 (* z (+ 1 (* 1/2 z))))
(+ 1 (* z (+ 1 (* z (+ 1/2 (* 1/6 z))))))
(* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))
(* z (- (/ x z) 1))
(exp (+ x (+ (* -1 z) (* y (log y)))))
(* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))
(* -1 (* z (+ 1 (* -1 (/ x z)))))

Outputs
(exp (- (* y (log y)) z))
(/.f64 (pow.f64 y y) (exp.f64 z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(*.f64 (+.f64 #s(literal 1 binary64) x) (/.f64 (pow.f64 y y) (exp.f64 z)))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(/.f64 (fma.f64 (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)) x #s(literal 1 binary64)) (/.f64 (exp.f64 z) (pow.f64 y y)))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(fma.f64 (/.f64 (fma.f64 (*.f64 x x) #s(literal 1/6 binary64) (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64))) (/.f64 (exp.f64 z) (pow.f64 y y))) x (/.f64 (pow.f64 y y) (exp.f64 z)))
(- (* y (log y)) z)
(-.f64 (*.f64 (log.f64 y) y) z)
(- (+ x (* y (log y))) z)
(-.f64 (fma.f64 (log.f64 y) y x) z)
(* y (log y))
(*.f64 (log.f64 y) y)
(+ x (* y (log y)))
(fma.f64 (log.f64 y) y x)
(* -1 z)
(neg.f64 z)
(- x z)
(-.f64 x z)
(pow y y)
(pow.f64 y y)
(+ (* x (pow y y)) (pow y y))
(*.f64 (+.f64 #s(literal 1 binary64) x) (pow.f64 y y))
(+ (* x (+ (* 1/2 (* x (pow y y))) (pow y y))) (pow y y))
(fma.f64 (*.f64 (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)) (pow.f64 y y)) x (pow.f64 y y))
(+ (* x (+ (* x (+ (* 1/6 (* x (pow y y))) (* 1/2 (pow y y)))) (pow y y))) (pow y y))
(fma.f64 (fma.f64 (*.f64 (pow.f64 y y) (fma.f64 #s(literal 1/6 binary64) x #s(literal 1/2 binary64))) x (pow.f64 y y)) x (pow.f64 y y))
1
#s(literal 1 binary64)
(+ 1 x)
(+.f64 #s(literal 1 binary64) x)
(+ 1 (* x (+ 1 (* 1/2 x))))
(fma.f64 (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)) x #s(literal 1 binary64))
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) x #s(literal 1/2 binary64)) x #s(literal 1 binary64)) x #s(literal 1 binary64))
(/ 1 (* (exp z) (exp (* -1 (* y (log y))))))
(/.f64 (pow.f64 y y) (exp.f64 z))
(+ (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))) (/ x (* (exp z) (exp (* -1 (* y (log y)))))))
(*.f64 (+.f64 #s(literal 1 binary64) x) (/.f64 (pow.f64 y y) (exp.f64 z)))
(+ (* x (+ (* 1/2 (/ x (* (exp z) (exp (* -1 (* y (log y))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))
(/.f64 (fma.f64 (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)) x #s(literal 1 binary64)) (/.f64 (exp.f64 z) (pow.f64 y y)))
(+ (* x (+ (* x (+ (* 1/6 (/ x (* (exp z) (exp (* -1 (* y (log y))))))) (* 1/2 (/ 1 (* (exp z) (exp (* -1 (* y (log y))))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))) (/ 1 (* (exp z) (exp (* -1 (* y (log y)))))))
(fma.f64 (/.f64 (fma.f64 (*.f64 x x) #s(literal 1/6 binary64) (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64))) (/.f64 (exp.f64 z) (pow.f64 y y))) x (/.f64 (pow.f64 y y) (exp.f64 z)))
(exp (- (+ x (* y (log y))) z))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
x
(* x (- (+ 1 (/ (* y (log y)) x)) (/ z x)))
(+.f64 x (.f64 (/.f64 (-.f64 (.f64 (log.f64 y) y) z) x) x))
(* x (+ 1 (/ (* y (log y)) x)))
(fma.f64 (*.f64 x y) (/.f64 (log.f64 y) x) x)
(* x (+ 1 (* -1 (/ z x))))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 z x)) x)
(* (exp x) (pow y y))
(*.f64 (exp.f64 x) (pow.f64 y y))
(exp x)
(exp.f64 x)
(/ (exp x) (* (exp z) (exp (* -1 (* y (log y))))))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
(exp (- (* y (log y)) (+ z (* -1 x))))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
(* -1 (* x (- (* -1 (/ (- (* y (log y)) z) x)) 1)))
(.f64 (neg.f64 x) (-.f64 (/.f64 (-.f64 (.f64 (log.f64 y) y) z) (neg.f64 x)) #s(literal 1 binary64)))
(* -1 (* x (- (* -1 (/ (* y (log y)) x)) 1)))
(.f64 (neg.f64 x) (-.f64 (.f64 (neg.f64 y) (/.f64 (log.f64 y) x)) #s(literal 1 binary64)))
(* -1 (* x (- (/ z x) 1)))
(*.f64 (neg.f64 x) (-.f64 (/.f64 z x) #s(literal 1 binary64)))
(exp (- x z))
(exp.f64 (-.f64 x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(/.f64 (fma.f64 (*.f64 (exp.f64 x) y) (log.f64 y) (exp.f64 x)) (exp.f64 z))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(fma.f64 (/.f64 (fma.f64 (.f64 y (.f64 (exp.f64 x) #s(literal 1/2 binary64))) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 (exp.f64 x) (log.f64 y))) (exp.f64 z)) y (exp.f64 (-.f64 x z)))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(fma.f64 (fma.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 1/2 binary64)) (exp.f64 (-.f64 x z)) (.f64 (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) y) #s(literal 1/6 binary64)) (exp.f64 (-.f64 x z)))) y (*.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) y (exp.f64 (-.f64 x z)))
(+ (exp x) (* y (* (exp x) (log y))))
(fma.f64 (*.f64 (exp.f64 x) y) (log.f64 y) (exp.f64 x))
(+ (exp x) (* y (+ (* 1/2 (* y (* (exp x) (pow (log y) 2)))) (* (exp x) (log y)))))
(fma.f64 (fma.f64 (.f64 y (.f64 (exp.f64 x) #s(literal 1/2 binary64))) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 (exp.f64 x) (log.f64 y))) y (exp.f64 x))
(+ (exp x) (* y (+ (* y (+ (* 1/6 (* y (* (exp x) (pow (log y) 3)))) (* 1/2 (* (exp x) (pow (log y) 2))))) (* (exp x) (log y)))))
(fma.f64 (fma.f64 (fma.f64 (.f64 #s(literal 1/6 binary64) (.f64 (exp.f64 x) y)) (pow.f64 (log.f64 y) #s(literal 3 binary64)) (.f64 (.f64 (exp.f64 x) #s(literal 1/2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) y (*.f64 (exp.f64 x) (log.f64 y))) y (exp.f64 x))
(+ 1 (* y (log y)))
(fma.f64 (log.f64 y) y #s(literal 1 binary64))
(+ 1 (* y (+ (log y) (* 1/2 (* y (pow (log y) 2))))))
(fma.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) y) #s(literal 1/2 binary64) (log.f64 y)) y #s(literal 1 binary64))
(+ 1 (* y (+ (log y) (* y (+ (* 1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(fma.f64 (fma.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) y) #s(literal 1/6 binary64) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 1/2 binary64))) y (log.f64 y)) y #s(literal 1 binary64))
(/ (exp x) (exp z))
(exp.f64 (-.f64 x z))
(+ (/ (exp x) (exp z)) (/ (* y (* (exp x) (log y))) (exp z)))
(/.f64 (fma.f64 (*.f64 (exp.f64 x) y) (log.f64 y) (exp.f64 x)) (exp.f64 z))
(+ (* y (- (* -1 (* y (+ (* -1 (/ (* (exp x) (pow (log y) 2)) (exp z))) (* 1/2 (/ (* (exp x) (pow (log y) 2)) (exp z)))))) (* -1 (/ (* (exp x) (log y)) (exp z))))) (/ (exp x) (exp z)))
(fma.f64 (fma.f64 (neg.f64 y) (.f64 (.f64 #s(literal -1/2 binary64) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (exp.f64 (-.f64 x z))) (*.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) y (exp.f64 (-.f64 x z)))
(+ (* y (- (* y (- (* -1 (* y (+ (* -1/6 (/ (* (exp x) (pow (log y) 3)) (exp z))) (+ (* 1/2 (/ (* (exp x) (pow (log y) 3)) (exp z))) (* (log y) (+ (* -1 (/ (* (exp x) (pow (log y) 2)) (exp z))) (* 1/2 (/ (* (exp x) (pow (log y) 2)) (exp z))))))))) (+ (* -1 (/ (* (exp x) (pow (log y) 2)) (exp z))) (* 1/2 (/ (* (exp x) (pow (log y) 2)) (exp z)))))) (* -1 (/ (* (exp x) (log y)) (exp z))))) (/ (exp x) (exp z)))
(fma.f64 (fma.f64 (fma.f64 (neg.f64 y) (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (exp.f64 (-.f64 x z))) #s(literal 1/3 binary64) (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (exp.f64 (-.f64 x z))) #s(literal -1/2 binary64))) (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 1/2 binary64)) (exp.f64 (-.f64 x z)))) y (.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) y (exp.f64 (-.f64 x z)))
(exp z)
(exp.f64 z)
(+ (exp z) (* -1 (* y (* (exp z) (log y)))))
(fma.f64 (neg.f64 y) (*.f64 (exp.f64 z) (log.f64 y)) (exp.f64 z))
(+ (exp z) (* y (+ (* -1 (* (exp z) (log y))) (* 1/2 (* y (* (exp z) (pow (log y) 2)))))))
(fma.f64 (fma.f64 (.f64 y (.f64 (exp.f64 z) #s(literal 1/2 binary64))) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 (neg.f64 (exp.f64 z)) (log.f64 y))) y (exp.f64 z))
(+ (exp z) (* y (+ (* -1 (* (exp z) (log y))) (* y (+ (* -1/6 (* y (* (exp z) (pow (log y) 3)))) (* 1/2 (* (exp z) (pow (log y) 2))))))))
(fma.f64 (fma.f64 (neg.f64 (exp.f64 z)) (log.f64 y) (.f64 (fma.f64 (.f64 #s(literal -1/6 binary64) (.f64 (exp.f64 z) y)) (pow.f64 (log.f64 y) #s(literal 3 binary64)) (.f64 (*.f64 (exp.f64 z) #s(literal 1/2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) y)) y (exp.f64 z))
(+ 1 (* -1 (* y (log y))))
(-.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) y))
(+ 1 (* y (+ (* -1 (log y)) (* 1/2 (* y (pow (log y) 2))))))
(fma.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (neg.f64 (log.f64 y))) y #s(literal 1 binary64))
(+ 1 (* y (+ (* -1 (log y)) (* y (+ (* -1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(fma.f64 (fma.f64 (fma.f64 #s(literal -1/6 binary64) (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) y) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 1/2 binary64))) y (neg.f64 (log.f64 y))) y #s(literal 1 binary64))
(log y)
(log.f64 y)
(* -1 (* y (log (/ 1 y))))
(*.f64 (log.f64 y) y)
(* y (- (+ (* -1 (log (/ 1 y))) (/ x y)) (/ z y)))
(*.f64 (+.f64 (/.f64 (-.f64 x z) y) (log.f64 y)) y)
(* y (+ (* -1 (log (/ 1 y))) (/ x y)))
(*.f64 (+.f64 (/.f64 x y) (log.f64 y)) y)
(* (exp z) (exp (* -1 (* y (log y)))))
(/.f64 (exp.f64 z) (pow.f64 y y))
(exp (* -1 (* y (log y))))
(pow.f64 y (neg.f64 y))
(* -1 (log (/ 1 y)))
(log.f64 y)
(* y (+ (log -1) (* -1 (log (/ -1 y)))))
(*.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) y)
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ (- x z) y)))))
(*.f64 (neg.f64 y) (fma.f64 (log.f64 #s(literal -1 binary64)) #s(literal -1 binary64) (-.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 (-.f64 x z) y))))
(* -1 (* y (+ (* -1 (+ (log -1) (* -1 (log (/ -1 y))))) (* -1 (/ x y)))))
(*.f64 (neg.f64 y) (fma.f64 (log.f64 #s(literal -1 binary64)) #s(literal -1 binary64) (-.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 x y))))
(+ (log -1) (* -1 (log (/ -1 y))))
(-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y)))
(exp (+ x (* y (log y))))
(*.f64 (exp.f64 x) (pow.f64 y y))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(.f64 (fma.f64 #s(literal -1 binary64) z #s(literal 1 binary64)) (.f64 (exp.f64 x) (pow.f64 y y)))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(fma.f64 (.f64 (.f64 (exp.f64 x) (pow.f64 y y)) (fma.f64 #s(literal 1/2 binary64) z #s(literal -1 binary64))) z (*.f64 (exp.f64 x) (pow.f64 y y)))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(fma.f64 (fma.f64 #s(literal -1 binary64) z #s(literal 1 binary64)) (.f64 (exp.f64 x) (pow.f64 y y)) (.f64 (.f64 z z) (.f64 (*.f64 (exp.f64 x) (pow.f64 y y)) (fma.f64 #s(literal -1/6 binary64) z #s(literal 1/2 binary64)))))
(+ x (+ (* -1 z) (* y (log y))))
(-.f64 (fma.f64 (log.f64 y) y x) z)
(+ x (* -1 z))
(-.f64 x z)
(/ (exp x) (exp (* -1 (* y (log y)))))
(*.f64 (exp.f64 x) (pow.f64 y y))
(+ (* -1 (/ (* z (exp x)) (exp (* -1 (* y (log y)))))) (/ (exp x) (exp (* -1 (* y (log y))))))
(.f64 (fma.f64 #s(literal -1 binary64) z #s(literal 1 binary64)) (.f64 (exp.f64 x) (pow.f64 y y)))
(+ (* z (- (* -1 (* z (+ (* -1 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/2 (/ (exp x) (exp (* -1 (* y (log y))))))))) (/ (exp x) (exp (* -1 (* y (log y))))))) (/ (exp x) (exp (* -1 (* y (log y))))))
(fma.f64 (.f64 (.f64 (exp.f64 x) (pow.f64 y y)) (fma.f64 #s(literal 1/2 binary64) z #s(literal -1 binary64))) z (*.f64 (exp.f64 x) (pow.f64 y y)))
(+ (* z (- (* z (- (* -1 (* z (+ (* -1 (+ (* -1 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/2 (/ (exp x) (exp (* -1 (* y (log y)))))))) (+ (* -1/2 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/6 (/ (exp x) (exp (* -1 (* y (log y)))))))))) (+ (* -1 (/ (exp x) (exp (* -1 (* y (log y)))))) (* 1/2 (/ (exp x) (exp (* -1 (* y (log y))))))))) (/ (exp x) (exp (* -1 (* y (log y))))))) (/ (exp x) (exp (* -1 (* y (log y))))))
(fma.f64 (fma.f64 (fma.f64 (neg.f64 z) (/.f64 (fma.f64 (exp.f64 x) #s(literal -1/3 binary64) (.f64 (exp.f64 x) #s(literal 1/2 binary64))) (pow.f64 y (neg.f64 y))) (.f64 (.f64 (exp.f64 x) #s(literal 1/2 binary64)) (pow.f64 y y))) z (.f64 (neg.f64 (pow.f64 y y)) (exp.f64 x))) z (*.f64 (exp.f64 x) (pow.f64 y y)))
(+ (exp (* -1 (* y (log y)))) (* z (exp (* -1 (* y (log y))))))
(*.f64 (+.f64 #s(literal 1 binary64) z) (pow.f64 y (neg.f64 y)))
(+ (exp (* -1 (* y (log y)))) (* z (+ (exp (* -1 (* y (log y)))) (* 1/2 (* z (exp (* -1 (* y (log y)))))))))
(fma.f64 (*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) (pow.f64 y (neg.f64 y))) z (pow.f64 y (neg.f64 y)))
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(+ 1 z)
(+.f64 #s(literal 1 binary64) z)
(+ 1 (* z (+ 1 (* 1/2 z))))
(fma.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) z #s(literal 1 binary64))
(+ 1 (* z (+ 1 (* z (+ 1/2 (* 1/6 z))))))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z #s(literal 1 binary64))
(* z (- (+ (/ x z) (/ (* y (log y)) z)) 1))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) y x) z) #s(literal 1 binary64)) z)
(* z (- (/ x z) 1))
(*.f64 (-.f64 (/.f64 x z) #s(literal 1 binary64)) z)
(exp (+ x (+ (* -1 z) (* y (log y)))))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
(* -1 (* z (+ 1 (* -1 (/ (+ x (* y (log y))) z)))))
(*.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (/.f64 (fma.f64 (log.f64 y) y x) z)))
(* -1 (* z (+ 1 (* -1 (/ x z)))))
(*.f64 (neg.f64 z) (-.f64 #s(literal 1 binary64) (/.f64 x z)))

rewrite238.0ms (3.8%)

Memory

-3.2MiB live, 228.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	28	147
0	44	147
1	136	146
2	864	143
0	8247	136

Stop Event

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

Counts

19 → 357

Calls

Call 1

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

Outputs
(/.f64 (-.f64 (pow.f64 (sinh.f64 (-.f64 #s(approx (+ x (* y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 2 binary64)) (pow.f64 (cosh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 2 binary64))) (-.f64 (sinh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z)) (cosh.f64 (-.f64 #s(approx (+ x ( y (log y))) (*.f64 (log.f64 y) y)) z))))
(/.f64 (+.f64 (pow.f64 (sinh.f64 (-.f64 #s(approx (+ x (* y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 3 binary64)) (pow.f64 (cosh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 3 binary64))) (+.f64 (pow.f64 (sinh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 2 binary64)) (-.f64 (pow.f64 (cosh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 2 binary64)) (.f64 (sinh.f64 (-.f64 #s(approx (+ x (* y (log y))) (.f64 (log.f64 y) y)) z)) (cosh.f64 (-.f64 #s(approx (+ x ( y (log y))) (*.f64 (log.f64 y) y)) z))))))
(/.f64 (fma.f64 #s(literal 2 binary64) (sinh.f64 (-.f64 #s(approx (+ x (* y (log y))) (.f64 (log.f64 y) y)) z)) (.f64 #s(literal 2 binary64) (cosh.f64 (-.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y)) z)))) #s(literal 2 binary64))
(/.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 (-.f64 #s(approx (+ x (* y (log y))) (.f64 (log.f64 y) y)) z)) (.f64 #s(literal 2 binary64) (sinh.f64 (-.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y)) z)))) #s(literal 2 binary64))
(/.f64 (neg.f64 (+.f64 (pow.f64 (cosh.f64 (-.f64 #s(approx (+ x (* y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 3 binary64)) (pow.f64 (sinh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (cosh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 2 binary64)) (.f64 (sinh.f64 (-.f64 #s(approx (+ x (* y (log y))) (.f64 (log.f64 y) y)) z)) (-.f64 (sinh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z)) (cosh.f64 (-.f64 #s(approx (+ x ( y (log y))) (*.f64 (log.f64 y) y)) z)))))))
(/.f64 (neg.f64 (neg.f64 (exp.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y))))) (neg.f64 (neg.f64 (exp.f64 z))))
(/.f64 (fma.f64 (.f64 #s(literal 2 binary64) (sinh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z))) #s(literal 2 binary64) (.f64 #s(literal 2 binary64) (.f64 #s(literal 2 binary64) (cosh.f64 (-.f64 #s(approx (+ x ( y (log y))) (*.f64 (log.f64 y) y)) z))))) #s(literal 4 binary64))
(/.f64 (fma.f64 (.f64 #s(literal 2 binary64) (cosh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z))) #s(literal 2 binary64) (.f64 #s(literal 2 binary64) (.f64 #s(literal 2 binary64) (sinh.f64 (-.f64 #s(approx (+ x ( y (log y))) (*.f64 (log.f64 y) y)) z))))) #s(literal 4 binary64))
(/.f64 (exp.f64 (/.f64 (pow.f64 #s(approx (+ x (* y (log y))) (.f64 (log.f64 y) y)) #s(literal 2 binary64)) (+.f64 z #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y))))) (exp.f64 (/.f64 (.f64 z z) (+.f64 z #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y))))))
(/.f64 (exp.f64 (/.f64 (pow.f64 #s(approx (+ x (* y (log y))) (.f64 (log.f64 y) y)) #s(literal 3 binary64)) (fma.f64 z (+.f64 z #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y))) (pow.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) #s(literal 2 binary64))))) (exp.f64 (/.f64 (pow.f64 z #s(literal 3 binary64)) (fma.f64 z (+.f64 z #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y))) (pow.f64 #s(approx (+ x ( y (log y))) (*.f64 (log.f64 y) y)) #s(literal 2 binary64))))))
(/.f64 (+.f64 (pow.f64 (cosh.f64 (-.f64 #s(approx (+ x (* y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 3 binary64)) (pow.f64 (sinh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 3 binary64))) (+.f64 (pow.f64 (cosh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z)) #s(literal 2 binary64)) (.f64 (sinh.f64 (-.f64 #s(approx (+ x (* y (log y))) (.f64 (log.f64 y) y)) z)) (-.f64 (sinh.f64 (-.f64 #s(approx (+ x ( y (log y))) (.f64 (log.f64 y) y)) z)) (cosh.f64 (-.f64 #s(approx (+ x ( y (log y))) (*.f64 (log.f64 y) y)) z))))))
(/.f64 (neg.f64 (exp.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y)))) (neg.f64 (exp.f64 z)))
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(/.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 (-.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y)) z))))
(neg.f64 (/.f64 (neg.f64 (exp.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y)))) (exp.f64 z)))
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(-.f64 (.f64 (cosh.f64 z) (pow.f64 y (neg.f64 y))) (.f64 (neg.f64 (sinh.f64 z)) (pow.f64 y (neg.f64 y))))
(-.f64 (.f64 (pow.f64 y (neg.f64 y)) (cosh.f64 z)) (.f64 (/.f64 #s(literal -1 binary64) (pow.f64 y y)) (sinh.f64 z)))
(exp.f64 (fma.f64 (neg.f64 y) (log.f64 y) z))
(exp.f64 (-.f64 z (*.f64 (log.f64 y) y)))
(+.f64 (.f64 (cosh.f64 (.f64 (log.f64 y) y)) (exp.f64 z)) (.f64 (sinh.f64 (.f64 (neg.f64 y) (log.f64 y))) (exp.f64 z)))
(+.f64 (.f64 (exp.f64 z) (cosh.f64 (.f64 (log.f64 y) y))) (.f64 (exp.f64 z) (sinh.f64 (.f64 (neg.f64 y) (log.f64 y)))))
(+.f64 (cosh.f64 (-.f64 z (.f64 (log.f64 y) y))) (sinh.f64 (-.f64 z (.f64 (log.f64 y) y))))
(+.f64 (cosh.f64 (fma.f64 (neg.f64 y) (log.f64 y) z)) (sinh.f64 (fma.f64 (neg.f64 y) (log.f64 y) z)))
(+.f64 (.f64 (sinh.f64 z) (pow.f64 y (neg.f64 y))) (.f64 (cosh.f64 z) (pow.f64 y (neg.f64 y))))
(+.f64 (.f64 (cosh.f64 z) (pow.f64 y (neg.f64 y))) (.f64 (sinh.f64 z) (pow.f64 y (neg.f64 y))))
(+.f64 (.f64 (pow.f64 y (neg.f64 y)) (sinh.f64 z)) (.f64 (pow.f64 y (neg.f64 y)) (cosh.f64 z)))
(+.f64 (.f64 (pow.f64 y (neg.f64 y)) (cosh.f64 z)) (.f64 (pow.f64 y (neg.f64 y)) (sinh.f64 z)))
(*.f64 (pow.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64))) #s(literal 1 binary64)) (pow.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64))) #s(literal 1 binary64)))
(*.f64 (pow.f64 (pow.f64 y y) #s(literal -1/2 binary64)) (pow.f64 (pow.f64 y y) #s(literal -1/2 binary64)))
(.f64 (pow.f64 y (/.f64 (.f64 #s(literal 2 binary64) (/.f64 y #s(literal -2 binary64))) #s(literal 2 binary64))) (pow.f64 y (/.f64 (*.f64 #s(literal 2 binary64) (/.f64 y #s(literal -2 binary64))) #s(literal 2 binary64))))
(*.f64 (neg.f64 (neg.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64))))) (neg.f64 (neg.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64))))))
(*.f64 (pow.f64 (neg.f64 (sqrt.f64 (pow.f64 y y))) #s(literal -1 binary64)) (pow.f64 (neg.f64 (sqrt.f64 (pow.f64 y y))) #s(literal -1 binary64)))
(*.f64 (neg.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64)))) (neg.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64)))))
(*.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64))) (pow.f64 y (/.f64 y #s(literal -2 binary64))))
(pow.f64 (exp.f64 (neg.f64 y)) (log.f64 y))
(pow.f64 (neg.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64)))) #s(literal 2 binary64))
(pow.f64 (exp.f64 y) (*.f64 (log.f64 y) #s(literal -1 binary64)))
(pow.f64 (exp.f64 y) (neg.f64 (log.f64 y)))
(pow.f64 (.f64 y y) (.f64 (/.f64 y #s(literal 2 binary64)) #s(literal -1 binary64)))
(pow.f64 (*.f64 y y) (/.f64 y #s(literal -2 binary64)))
(pow.f64 (sqrt.f64 (pow.f64 y y)) #s(literal -2 binary64))
(pow.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64))) #s(literal 2 binary64))
(pow.f64 (pow.f64 y y) #s(literal -1 binary64))
(pow.f64 y (*.f64 (/.f64 y #s(literal -2 binary64)) #s(literal 2 binary64)))
(pow.f64 y (.f64 (.f64 #s(literal 2 binary64) (/.f64 y #s(literal 2 binary64))) #s(literal -1 binary64)))
(pow.f64 y (*.f64 y #s(literal -1 binary64)))
(pow.f64 y (*.f64 #s(literal 2 binary64) (/.f64 y #s(literal -2 binary64))))
(pow.f64 y (neg.f64 y))
(/.f64 (-.f64 (.f64 (cosh.f64 (.f64 (log.f64 y) y)) (cosh.f64 (.f64 (log.f64 y) y))) (.f64 (sinh.f64 (.f64 (neg.f64 y) (log.f64 y))) (sinh.f64 (.f64 (neg.f64 y) (log.f64 y))))) (-.f64 (cosh.f64 (.f64 (log.f64 y) y)) (sinh.f64 (.f64 (neg.f64 y) (log.f64 y)))))
(/.f64 (+.f64 (pow.f64 (cosh.f64 (.f64 (log.f64 y) y)) #s(literal 3 binary64)) (pow.f64 (sinh.f64 (.f64 (neg.f64 y) (log.f64 y))) #s(literal 3 binary64))) (fma.f64 (cosh.f64 (.f64 (log.f64 y) y)) (cosh.f64 (.f64 (log.f64 y) y)) (-.f64 (.f64 (sinh.f64 (.f64 (neg.f64 y) (log.f64 y))) (sinh.f64 (.f64 (neg.f64 y) (log.f64 y)))) (.f64 (cosh.f64 (.f64 (log.f64 y) y)) (sinh.f64 (.f64 (neg.f64 y) (log.f64 y)))))))
(/.f64 (neg.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64)))) (neg.f64 (sqrt.f64 (pow.f64 y y))))
(/.f64 #s(literal -1 binary64) (neg.f64 (pow.f64 y y)))
(/.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64))) (sqrt.f64 (pow.f64 y y)))
(/.f64 #s(literal 1 binary64) (pow.f64 y y))
(neg.f64 (/.f64 #s(literal -1 binary64) (pow.f64 y y)))
(-.f64 (cosh.f64 (.f64 (log.f64 y) y)) (sinh.f64 (.f64 (log.f64 y) y)))
(fabs.f64 (pow.f64 y (neg.f64 y)))
(exp.f64 (.f64 (.f64 (log.f64 y) (/.f64 y #s(literal -2 binary64))) #s(literal 2 binary64)))
(exp.f64 (.f64 (log.f64 (.f64 y y)) (/.f64 y #s(literal -2 binary64))))
(exp.f64 (*.f64 (log.f64 (pow.f64 y (/.f64 y #s(literal -2 binary64)))) #s(literal 2 binary64)))
(exp.f64 (.f64 (.f64 (log.f64 y) y) #s(literal -1 binary64)))
(exp.f64 (.f64 (log.f64 y) (.f64 #s(literal 2 binary64) (/.f64 y #s(literal -2 binary64)))))
(exp.f64 (*.f64 (neg.f64 y) (log.f64 y)))
(+.f64 (cosh.f64 (.f64 (log.f64 y) y)) (sinh.f64 (.f64 (neg.f64 y) (log.f64 y))))
(log.f64 y)
(*.f64 #s(literal 1 binary64) (exp.f64 z))
(*.f64 (exp.f64 z) #s(literal 1 binary64))
(/.f64 (-.f64 (pow.f64 (sinh.f64 z) #s(literal 2 binary64)) (pow.f64 (cosh.f64 z) #s(literal 2 binary64))) (-.f64 (sinh.f64 z) (cosh.f64 z)))
(/.f64 (+.f64 (pow.f64 (sinh.f64 z) #s(literal 3 binary64)) (pow.f64 (cosh.f64 z) #s(literal 3 binary64))) (fma.f64 (sinh.f64 z) (sinh.f64 z) (-.f64 (pow.f64 (cosh.f64 z) #s(literal 2 binary64)) (*.f64 (sinh.f64 z) (cosh.f64 z)))))
(/.f64 (fma.f64 #s(literal 2 binary64) (sinh.f64 z) (*.f64 #s(literal 2 binary64) (cosh.f64 z))) #s(literal 2 binary64))
(/.f64 (fma.f64 #s(literal 2 binary64) (cosh.f64 z) (*.f64 #s(literal 2 binary64) (sinh.f64 z))) #s(literal 2 binary64))
(/.f64 (neg.f64 (+.f64 (pow.f64 (cosh.f64 z) #s(literal 3 binary64)) (pow.f64 (sinh.f64 z) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (cosh.f64 z) (cosh.f64 z) (*.f64 (sinh.f64 z) (-.f64 (sinh.f64 z) (cosh.f64 z))))))
(/.f64 (fma.f64 (.f64 #s(literal 2 binary64) (sinh.f64 z)) #s(literal 2 binary64) (.f64 #s(literal 2 binary64) (*.f64 #s(literal 2 binary64) (cosh.f64 z)))) #s(literal 4 binary64))
(/.f64 (fma.f64 (.f64 #s(literal 2 binary64) (cosh.f64 z)) #s(literal 2 binary64) (.f64 #s(literal 2 binary64) (*.f64 #s(literal 2 binary64) (sinh.f64 z)))) #s(literal 4 binary64))
(/.f64 (+.f64 (pow.f64 (cosh.f64 z) #s(literal 3 binary64)) (pow.f64 (sinh.f64 z) #s(literal 3 binary64))) (fma.f64 (cosh.f64 z) (cosh.f64 z) (*.f64 (sinh.f64 z) (-.f64 (sinh.f64 z) (cosh.f64 z)))))
(/.f64 #s(literal -1 binary64) (neg.f64 (exp.f64 (neg.f64 z))))
(/.f64 #s(literal 1 binary64) (exp.f64 (neg.f64 z)))
(fma.f64 #s(literal 1 binary64) (sinh.f64 z) (*.f64 #s(literal 1 binary64) (cosh.f64 z)))
(fma.f64 #s(literal 1 binary64) (cosh.f64 z) (*.f64 #s(literal 1 binary64) (sinh.f64 z)))
(fma.f64 (sinh.f64 z) #s(literal 1 binary64) (*.f64 (cosh.f64 z) #s(literal 1 binary64)))
(fma.f64 (cosh.f64 z) #s(literal 1 binary64) (*.f64 (sinh.f64 z) #s(literal 1 binary64)))
(-.f64 (/.f64 (pow.f64 (cosh.f64 z) #s(literal 2 binary64)) (exp.f64 (neg.f64 z))) (/.f64 (pow.f64 (sinh.f64 z) #s(literal 2 binary64)) (exp.f64 (neg.f64 z))))
(exp.f64 z)
(+.f64 (.f64 (sinh.f64 z) #s(literal 1 binary64)) (.f64 (cosh.f64 z) #s(literal 1 binary64)))
(+.f64 (.f64 (cosh.f64 z) #s(literal 1 binary64)) (.f64 (sinh.f64 z) #s(literal 1 binary64)))
(+.f64 (.f64 #s(literal 1 binary64) (sinh.f64 z)) (.f64 #s(literal 1 binary64) (cosh.f64 z)))
(+.f64 (.f64 #s(literal 1 binary64) (cosh.f64 z)) (.f64 #s(literal 1 binary64) (sinh.f64 z)))
(+.f64 (/.f64 (pow.f64 (cosh.f64 z) #s(literal 3 binary64)) (fma.f64 (cosh.f64 z) (cosh.f64 z) (.f64 (sinh.f64 z) (-.f64 (sinh.f64 z) (cosh.f64 z))))) (/.f64 (pow.f64 (sinh.f64 z) #s(literal 3 binary64)) (fma.f64 (cosh.f64 z) (cosh.f64 z) (.f64 (sinh.f64 z) (-.f64 (sinh.f64 z) (cosh.f64 z))))))
(+.f64 (sinh.f64 z) (cosh.f64 z))
(+.f64 (cosh.f64 z) (sinh.f64 z))

eval131.0ms (2.1%)

Memory: -1.3MiB live, 202.4MiB allocated
Compiler: Compiled 13 659 to 1 714 computations (87.5% saved)

prune26.0ms (0.4%)

Memory

-1.3MiB live, 45.1MiB allocated

Pruning

5 alts after pruning (3 fresh and 2 done)

	Pruned	Kept	Total
New	459	3	462
Fresh	0	0	0
Picked	3	2	5
Done	0	0	0
Total	462	5	467

Accuracy

100.0%

Counts

467 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	78.7%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z)))
✓	53.6%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))
▶	66.5%	#s(approx (exp (- (+ x (* y (log y))) z)) (/.f64 (exp.f64 x) (pow.f64 y (neg.f64 y))))
▶	45.6%	#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 (pow.f64 y y) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))))
▶	53.6%	#s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y)))

Compiler

Compiled 82 to 62 computations (24.4% saved)

simplify116.0ms (1.9%)

Memory

19.0MiB live, 165.6MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 11 expressions of interest:

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

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	24	113
0	31	113
1	51	113
2	101	108
3	244	108
4	877	108
0	8033	108

Stop Event

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

Calls

Call 1

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

Outputs
#s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y)))
#s(approx (* (pow y y) (exp x)) (pow.f64 y y))
(pow.f64 y y)
y
#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 (pow.f64 y y) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))))
#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)) (pow.f64 y y)))
(*.f64 (pow.f64 y y) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))
(*.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)) (pow.f64 y y))
(pow.f64 y y)
y
#s(approx (exp x) (+.f64 #s(literal 1 binary64) x))
(+.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
x
#s(approx (exp (- (+ x (* y (log y))) z)) (/.f64 (exp.f64 x) (pow.f64 y (neg.f64 y))))
#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 (exp.f64 x) (pow.f64 y y)))
(/.f64 (exp.f64 x) (pow.f64 y (neg.f64 y)))
(*.f64 (exp.f64 x) (pow.f64 y y))
(exp.f64 x)
x
(pow.f64 y (neg.f64 y))
y
(neg.f64 y)

localize85.0ms (1.4%)

Memory

-12.8MiB live, 88.5MiB allocated

Localize:

Found 11 expressions of interest:

New	Metric	Score
accuracy	0.0	(neg.f64 y)
accuracy	0.0	(exp.f64 x)
accuracy	0.01171875	(/.f64 (exp.f64 x) (pow.f64 y (neg.f64 y)))
accuracy	11.195632872001736	#s(approx (exp (- (+ x (* y (log y))) z)) (/.f64 (exp.f64 x) (pow.f64 y (neg.f64 y))))
accuracy	0.0	(+.f64 #s(literal 1 binary64) x)
accuracy	0.00390625	(*.f64 (pow.f64 y y) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))
accuracy	11.195632872001736	#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 (pow.f64 y y) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))))
accuracy	16.03242528581129	#s(approx (exp x) (+.f64 #s(literal 1 binary64) x))
accuracy	0.0	(pow.f64 y y)
accuracy	11.195632872001736	#s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y)))
accuracy	16.099964914760502	#s(approx (* (pow y y) (exp x)) (pow.f64 y y))

Samples

28.0ms	111×	0	exit
19.0ms	145×	0	valid

Compiler

Compiled 73 to 18 computations (75.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 24.0ms

ival-pow: 7.0ms (29% of total)

ival-exp: 4.0ms (16.6% of total)

ival-log: 4.0ms (16.6% of total)

ival-mult: 3.0ms (12.4% of total)

ival-add: 2.0ms (8.3% of total)

ival-div: 1.0ms (4.1% of total)

ival-sub: 1.0ms (4.1% of total)

ival-neg: 1.0ms (4.1% of total)

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

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

exact: 0.0ms (0% of total)

series51.0ms (0.8%)

Memory

-5.5MiB live, 38.8MiB allocated

Counts

12 → 45

Calls

Call 1

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

Outputs
(exp (- (* y (log y)) z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(pow y y)
(+ (* x (pow y y)) (pow y y))
(+ (* x (+ (* 1/2 (* x (pow y y))) (pow y y))) (pow y y))
(+ (* x (+ (* x (+ (* 1/6 (* x (pow y y))) (* 1/2 (pow y y)))) (pow y y))) (pow y y))
1
(+ 1 x)
(+ 1 (* x (+ 1 (* 1/2 x))))
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))
(/ 1 (exp (* -1 (* y (log y)))))
(+ (/ 1 (exp (* -1 (* y (log y))))) (/ x (exp (* -1 (* y (log y))))))
(+ (* x (+ (* 1/2 (/ x (exp (* -1 (* y (log y)))))) (/ 1 (exp (* -1 (* y (log y))))))) (/ 1 (exp (* -1 (* y (log y))))))
(+ (* x (+ (* x (+ (* 1/6 (/ x (exp (* -1 (* y (log y)))))) (* 1/2 (/ 1 (exp (* -1 (* y (log y)))))))) (/ 1 (exp (* -1 (* y (log y))))))) (/ 1 (exp (* -1 (* y (log y))))))
(exp (- (+ x (* y (log y))) z))
(* (exp x) (pow y y))
(exp x)
(/ (exp x) (exp (* -1 (* y (log y)))))
x
(* x (+ 1 (/ 1 x)))
(exp (- (* y (log y)) (+ z (* -1 x))))
(exp (- x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(+ (exp x) (* y (* (exp x) (log y))))
(+ (exp x) (* y (+ (* 1/2 (* y (* (exp x) (pow (log y) 2)))) (* (exp x) (log y)))))
(+ (exp x) (* y (+ (* y (+ (* 1/6 (* y (* (exp x) (pow (log y) 3)))) (* 1/2 (* (exp x) (pow (log y) 2))))) (* (exp x) (log y)))))
(+ 1 (* y (log y)))
(+ 1 (* y (+ (log y) (* 1/2 (* y (pow (log y) 2))))))
(+ 1 (* y (+ (log y) (* y (+ (* 1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(+ (exp x) (* y (- (* -1 (* y (+ (* -1 (* (exp x) (pow (log y) 2))) (* 1/2 (* (exp x) (pow (log y) 2)))))) (* -1 (* (exp x) (log y))))))
(+ (exp x) (* y (- (* y (- (* -1 (* y (+ (* -1/6 (* (exp x) (pow (log y) 3))) (+ (* 1/2 (* (exp x) (pow (log y) 3))) (* (log y) (+ (* -1 (* (exp x) (pow (log y) 2))) (* 1/2 (* (exp x) (pow (log y) 2))))))))) (+ (* -1 (* (exp x) (pow (log y) 2))) (* 1/2 (* (exp x) (pow (log y) 2)))))) (* -1 (* (exp x) (log y))))))
(+ 1 (* -1 (* y (log y))))
(+ 1 (* y (+ (* -1 (log y)) (* 1/2 (* y (pow (log y) 2))))))
(+ 1 (* y (+ (* -1 (log y)) (* y (+ (* -1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(* -1 y)
(exp (* -1 (* y (log y))))
(exp (+ x (* y (log y))))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(exp (+ x (+ (* -1 z) (* y (log y)))))

Calls

9 calls:

Time	Variable		Point	Expression
38.0ms	x	@	-inf	((exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (pow y y) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (exp x) (/ (exp x) (pow y (neg y))) (exp (- (+ x (* y (log y))) z)) (exp x) (pow y (neg y)) (+ 1 x) (neg y))
8.0ms	x	@	inf	((exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (pow y y) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (exp x) (/ (exp x) (pow y (neg y))) (exp (- (+ x (* y (log y))) z)) (exp x) (pow y (neg y)) (+ 1 x) (neg y))
1.0ms	y	@	inf	((exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (pow y y) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (exp x) (/ (exp x) (pow y (neg y))) (exp (- (+ x (* y (log y))) z)) (exp x) (pow y (neg y)) (+ 1 x) (neg y))
1.0ms	y	@	-inf	((exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (pow y y) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (exp x) (/ (exp x) (pow y (neg y))) (exp (- (+ x (* y (log y))) z)) (exp x) (pow y (neg y)) (+ 1 x) (neg y))
1.0ms	y	@	0	((exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (pow y y) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (exp x) (/ (exp x) (pow y (neg y))) (exp (- (+ x (* y (log y))) z)) (exp x) (pow y (neg y)) (+ 1 x) (neg y))

simplify187.0ms (3%)

Memory

14.7MiB live, 154.9MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	187	696
1	724	611
2	3172	608
0	8774	558

Stop Event

1×	iter limit
1×	node limit

Counts

45 → 44

Calls

Call 1

Inputs
(exp (- (* y (log y)) z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(pow y y)
(+ (* x (pow y y)) (pow y y))
(+ (* x (+ (* 1/2 (* x (pow y y))) (pow y y))) (pow y y))
(+ (* x (+ (* x (+ (* 1/6 (* x (pow y y))) (* 1/2 (pow y y)))) (pow y y))) (pow y y))
1
(+ 1 x)
(+ 1 (* x (+ 1 (* 1/2 x))))
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))
(/ 1 (exp (* -1 (* y (log y)))))
(+ (/ 1 (exp (* -1 (* y (log y))))) (/ x (exp (* -1 (* y (log y))))))
(+ (* x (+ (* 1/2 (/ x (exp (* -1 (* y (log y)))))) (/ 1 (exp (* -1 (* y (log y))))))) (/ 1 (exp (* -1 (* y (log y))))))
(+ (* x (+ (* x (+ (* 1/6 (/ x (exp (* -1 (* y (log y)))))) (* 1/2 (/ 1 (exp (* -1 (* y (log y)))))))) (/ 1 (exp (* -1 (* y (log y))))))) (/ 1 (exp (* -1 (* y (log y))))))
(exp (- (+ x (* y (log y))) z))
(* (exp x) (pow y y))
(exp x)
(/ (exp x) (exp (* -1 (* y (log y)))))
x
(* x (+ 1 (/ 1 x)))
(exp (- (* y (log y)) (+ z (* -1 x))))
(exp (- x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(+ (exp x) (* y (* (exp x) (log y))))
(+ (exp x) (* y (+ (* 1/2 (* y (* (exp x) (pow (log y) 2)))) (* (exp x) (log y)))))
(+ (exp x) (* y (+ (* y (+ (* 1/6 (* y (* (exp x) (pow (log y) 3)))) (* 1/2 (* (exp x) (pow (log y) 2))))) (* (exp x) (log y)))))
(+ 1 (* y (log y)))
(+ 1 (* y (+ (log y) (* 1/2 (* y (pow (log y) 2))))))
(+ 1 (* y (+ (log y) (* y (+ (* 1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(+ (exp x) (* y (- (* -1 (* y (+ (* -1 (* (exp x) (pow (log y) 2))) (* 1/2 (* (exp x) (pow (log y) 2)))))) (* -1 (* (exp x) (log y))))))
(+ (exp x) (* y (- (* y (- (* -1 (* y (+ (* -1/6 (* (exp x) (pow (log y) 3))) (+ (* 1/2 (* (exp x) (pow (log y) 3))) (* (log y) (+ (* -1 (* (exp x) (pow (log y) 2))) (* 1/2 (* (exp x) (pow (log y) 2))))))))) (+ (* -1 (* (exp x) (pow (log y) 2))) (* 1/2 (* (exp x) (pow (log y) 2)))))) (* -1 (* (exp x) (log y))))))
(+ 1 (* -1 (* y (log y))))
(+ 1 (* y (+ (* -1 (log y)) (* 1/2 (* y (pow (log y) 2))))))
(+ 1 (* y (+ (* -1 (log y)) (* y (+ (* -1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(* -1 y)
(exp (* -1 (* y (log y))))
(exp (+ x (* y (log y))))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(exp (+ x (+ (* -1 z) (* y (log y)))))

Outputs
(exp (- (* y (log y)) z))
(/.f64 (pow.f64 y y) (exp.f64 z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(*.f64 (-.f64 x #s(literal -1 binary64)) (/.f64 (pow.f64 y y) (exp.f64 z)))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(fma.f64 (*.f64 (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)) (/.f64 (pow.f64 y y) (exp.f64 z))) x (/.f64 (pow.f64 y y) (exp.f64 z)))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(fma.f64 (-.f64 x #s(literal -1 binary64)) (/.f64 (pow.f64 y y) (exp.f64 z)) (.f64 (.f64 x x) (*.f64 (/.f64 (pow.f64 y y) (exp.f64 z)) (fma.f64 #s(literal 1/6 binary64) x #s(literal 1/2 binary64)))))
(pow y y)
(pow.f64 y y)
(+ (* x (pow y y)) (pow y y))
(*.f64 (-.f64 x #s(literal -1 binary64)) (pow.f64 y y))
(+ (* x (+ (* 1/2 (* x (pow y y))) (pow y y))) (pow y y))
(fma.f64 (*.f64 (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)) (pow.f64 y y)) x (pow.f64 y y))
(+ (* x (+ (* x (+ (* 1/6 (* x (pow y y))) (* 1/2 (pow y y)))) (pow y y))) (pow y y))
(fma.f64 (fma.f64 (*.f64 (pow.f64 y y) (fma.f64 #s(literal 1/6 binary64) x #s(literal 1/2 binary64))) x (pow.f64 y y)) x (pow.f64 y y))
1
#s(literal 1 binary64)
(+ 1 x)
(-.f64 x #s(literal -1 binary64))
(+ 1 (* x (+ 1 (* 1/2 x))))
(fma.f64 (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)) x #s(literal 1 binary64))
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) x #s(literal 1/2 binary64)) x #s(literal 1 binary64)) x #s(literal 1 binary64))
(/ 1 (exp (* -1 (* y (log y)))))
(pow.f64 y y)
(+ (/ 1 (exp (* -1 (* y (log y))))) (/ x (exp (* -1 (* y (log y))))))
(*.f64 (-.f64 x #s(literal -1 binary64)) (pow.f64 y y))
(+ (* x (+ (* 1/2 (/ x (exp (* -1 (* y (log y)))))) (/ 1 (exp (* -1 (* y (log y))))))) (/ 1 (exp (* -1 (* y (log y))))))
(fma.f64 (*.f64 (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)) (pow.f64 y y)) x (pow.f64 y y))
(+ (* x (+ (* x (+ (* 1/6 (/ x (exp (* -1 (* y (log y)))))) (* 1/2 (/ 1 (exp (* -1 (* y (log y)))))))) (/ 1 (exp (* -1 (* y (log y))))))) (/ 1 (exp (* -1 (* y (log y))))))
(fma.f64 (fma.f64 (*.f64 (pow.f64 y y) (fma.f64 #s(literal 1/6 binary64) x #s(literal 1/2 binary64))) x (pow.f64 y y)) x (pow.f64 y y))
(exp (- (+ x (* y (log y))) z))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
(* (exp x) (pow y y))
(*.f64 (exp.f64 x) (pow.f64 y y))
(exp x)
(exp.f64 x)
(/ (exp x) (exp (* -1 (* y (log y)))))
(*.f64 (exp.f64 x) (pow.f64 y y))
x
(* x (+ 1 (/ 1 x)))
(-.f64 x #s(literal -1 binary64))
(exp (- (* y (log y)) (+ z (* -1 x))))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
(exp (- x z))
(exp.f64 (-.f64 x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(fma.f64 (exp.f64 (-.f64 x z)) (*.f64 (log.f64 y) y) (exp.f64 (-.f64 x z)))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(fma.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (exp.f64 (-.f64 x z))) (*.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) y (exp.f64 (-.f64 x z)))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(fma.f64 (fma.f64 (fma.f64 (.f64 #s(literal 1/6 binary64) y) (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (exp.f64 (-.f64 x z))) (.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 1/2 binary64)) (exp.f64 (-.f64 x z)))) y (*.f64 (exp.f64 (-.f64 x z)) (log.f64 y))) y (exp.f64 (-.f64 x z)))
(+ (exp x) (* y (* (exp x) (log y))))
(fma.f64 (*.f64 (exp.f64 x) y) (log.f64 y) (exp.f64 x))
(+ (exp x) (* y (+ (* 1/2 (* y (* (exp x) (pow (log y) 2)))) (* (exp x) (log y)))))
(fma.f64 (fma.f64 (.f64 y (.f64 #s(literal 1/2 binary64) (exp.f64 x))) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 (exp.f64 x) (log.f64 y))) y (exp.f64 x))
(+ (exp x) (* y (+ (* y (+ (* 1/6 (* y (* (exp x) (pow (log y) 3)))) (* 1/2 (* (exp x) (pow (log y) 2))))) (* (exp x) (log y)))))
(fma.f64 (fma.f64 (fma.f64 (.f64 #s(literal 1/6 binary64) (.f64 (exp.f64 x) y)) (pow.f64 (log.f64 y) #s(literal 3 binary64)) (.f64 (.f64 #s(literal 1/2 binary64) (exp.f64 x)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) y (*.f64 (exp.f64 x) (log.f64 y))) y (exp.f64 x))
(+ 1 (* y (log y)))
(fma.f64 (log.f64 y) y #s(literal 1 binary64))
(+ 1 (* y (+ (log y) (* 1/2 (* y (pow (log y) 2))))))
(fma.f64 (fma.f64 (*.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) y) #s(literal 1/2 binary64) (log.f64 y)) y #s(literal 1 binary64))
(+ 1 (* y (+ (log y) (* y (+ (* 1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(fma.f64 (fma.f64 (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) y) #s(literal 1/6 binary64) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 1/2 binary64))) y (log.f64 y)) y #s(literal 1 binary64))
(+ (exp x) (* y (- (* -1 (* y (+ (* -1 (* (exp x) (pow (log y) 2))) (* 1/2 (* (exp x) (pow (log y) 2)))))) (* -1 (* (exp x) (log y))))))
(fma.f64 (fma.f64 (.f64 y (.f64 #s(literal 1/2 binary64) (exp.f64 x))) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (*.f64 (exp.f64 x) (log.f64 y))) y (exp.f64 x))
(+ (exp x) (* y (- (* y (- (* -1 (* y (+ (* -1/6 (* (exp x) (pow (log y) 3))) (+ (* 1/2 (* (exp x) (pow (log y) 3))) (* (log y) (+ (* -1 (* (exp x) (pow (log y) 2))) (* 1/2 (* (exp x) (pow (log y) 2))))))))) (+ (* -1 (* (exp x) (pow (log y) 2))) (* 1/2 (* (exp x) (pow (log y) 2)))))) (* -1 (* (exp x) (log y))))))
(fma.f64 (fma.f64 (fma.f64 (neg.f64 y) (fma.f64 (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (exp.f64 x)) #s(literal 1/3 binary64) (.f64 (.f64 #s(literal -1/2 binary64) (exp.f64 x)) (pow.f64 (log.f64 y) #s(literal 3 binary64)))) (.f64 (.f64 #s(literal 1/2 binary64) (exp.f64 x)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) y (.f64 (exp.f64 x) (log.f64 y))) y (exp.f64 x))
(+ 1 (* -1 (* y (log y))))
(-.f64 #s(literal 1 binary64) (*.f64 (log.f64 y) y))
(+ 1 (* y (+ (* -1 (log y)) (* 1/2 (* y (pow (log y) 2))))))
(fma.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (neg.f64 (log.f64 y))) y #s(literal 1 binary64))
(+ 1 (* y (+ (* -1 (log y)) (* y (+ (* -1/6 (* y (pow (log y) 3))) (* 1/2 (pow (log y) 2)))))))
(fma.f64 (fma.f64 (fma.f64 #s(literal -1/6 binary64) (.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) y) (.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) #s(literal 1/2 binary64))) y (neg.f64 (log.f64 y))) y #s(literal 1 binary64))
(* -1 y)
(neg.f64 y)
(exp (* -1 (* y (log y))))
(pow.f64 y (neg.f64 y))
(exp (+ x (* y (log y))))
(*.f64 (exp.f64 x) (pow.f64 y y))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(.f64 (fma.f64 #s(literal -1 binary64) z #s(literal 1 binary64)) (.f64 (exp.f64 x) (pow.f64 y y)))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(fma.f64 (.f64 (.f64 (exp.f64 x) (pow.f64 y y)) (fma.f64 #s(literal 1/2 binary64) z #s(literal -1 binary64))) z (*.f64 (exp.f64 x) (pow.f64 y y)))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(fma.f64 (fma.f64 #s(literal -1 binary64) z #s(literal 1 binary64)) (.f64 (exp.f64 x) (pow.f64 y y)) (.f64 (.f64 z z) (.f64 (*.f64 (exp.f64 x) (pow.f64 y y)) (fma.f64 #s(literal -1/6 binary64) z #s(literal 1/2 binary64)))))
(exp (+ x (+ (* -1 z) (* y (log y)))))
(exp.f64 (fma.f64 #s(literal -1 binary64) z (fma.f64 (log.f64 y) y x)))

rewrite314.0ms (5%)

Memory

-0.6MiB live, 237.1MiB allocated

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	24	104
0	31	104
1	103	102
2	654	99
3	7851	99
0	8046	99

Stop Event

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

Counts

12 → 223

Calls

Call 1

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

Outputs
#s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y)))
#s(approx (* (pow y y) (exp x)) (pow.f64 y y))
(.f64 (.f64 (sqrt.f64 (pow.f64 y y)) (pow.f64 y (/.f64 y #s(literal 4 binary64)))) (pow.f64 y (/.f64 y #s(literal 4 binary64))))
(*.f64 (pow.f64 (exp.f64 y) (/.f64 (log.f64 y) #s(literal 2 binary64))) (pow.f64 (exp.f64 y) (/.f64 (log.f64 y) #s(literal 2 binary64))))
(*.f64 (pow.f64 (sqrt.f64 (pow.f64 y y)) #s(literal 1 binary64)) (pow.f64 (sqrt.f64 (pow.f64 y y)) #s(literal 1 binary64)))
(.f64 (pow.f64 y (/.f64 (.f64 (/.f64 y #s(literal 2 binary64)) #s(literal 2 binary64)) #s(literal 2 binary64))) (pow.f64 y (/.f64 (*.f64 (/.f64 y #s(literal 2 binary64)) #s(literal 2 binary64)) #s(literal 2 binary64))))
(*.f64 (neg.f64 (neg.f64 (sqrt.f64 (pow.f64 y y)))) (neg.f64 (neg.f64 (sqrt.f64 (pow.f64 y y)))))
(.f64 (pow.f64 y (/.f64 y #s(literal 4 binary64))) (.f64 (pow.f64 y (/.f64 y #s(literal 4 binary64))) (sqrt.f64 (pow.f64 y y))))
(*.f64 (neg.f64 (sqrt.f64 (pow.f64 y y))) (neg.f64 (sqrt.f64 (pow.f64 y y))))
(*.f64 (sqrt.f64 (pow.f64 y y)) (sqrt.f64 (pow.f64 y y)))
(pow.f64 (neg.f64 (sqrt.f64 (pow.f64 y y))) #s(literal 2 binary64))
(pow.f64 (exp.f64 y) (log.f64 y))
(pow.f64 (*.f64 y y) (/.f64 y #s(literal 2 binary64)))
(pow.f64 (sqrt.f64 (pow.f64 y y)) #s(literal 2 binary64))
(pow.f64 y (*.f64 (/.f64 y #s(literal 2 binary64)) #s(literal 2 binary64)))
(pow.f64 y y)
(/.f64 (cosh.f64 (-.f64 (.f64 (log.f64 y) y) (.f64 (log.f64 y) y))) (pow.f64 y (neg.f64 y)))
(/.f64 (+.f64 (pow.f64 (cosh.f64 (.f64 (log.f64 y) y)) #s(literal 3 binary64)) (pow.f64 (sinh.f64 (.f64 (log.f64 y) y)) #s(literal 3 binary64))) (fma.f64 (cosh.f64 (.f64 (log.f64 y) y)) (cosh.f64 (.f64 (log.f64 y) y)) (-.f64 (.f64 (sinh.f64 (.f64 (log.f64 y) y)) (sinh.f64 (.f64 (log.f64 y) y))) (.f64 (cosh.f64 (.f64 (log.f64 y) y)) (sinh.f64 (.f64 (log.f64 y) y))))))
(neg.f64 (neg.f64 (pow.f64 y y)))
(fabs.f64 (pow.f64 y y))
(exp.f64 (*.f64 (log.f64 (exp.f64 y)) (log.f64 y)))
(exp.f64 (.f64 (log.f64 (.f64 y y)) (/.f64 y #s(literal 2 binary64))))
(exp.f64 (*.f64 (log.f64 (sqrt.f64 (pow.f64 y y))) #s(literal 2 binary64)))
(exp.f64 (.f64 (log.f64 y) (.f64 (/.f64 y #s(literal 2 binary64)) #s(literal 2 binary64))))
(exp.f64 (*.f64 (log.f64 y) y))
(+.f64 (sinh.f64 (.f64 (log.f64 y) y)) (cosh.f64 (.f64 (log.f64 y) y)))
(+.f64 (cosh.f64 (.f64 (log.f64 y) y)) (sinh.f64 (.f64 (log.f64 y) y)))
#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)) (pow.f64 y y)))
(.f64 (.f64 (*.f64 (sqrt.f64 (pow.f64 y y)) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))) (pow.f64 y (/.f64 y #s(literal 4 binary64)))) (pow.f64 y (/.f64 y #s(literal 4 binary64))))
(.f64 (.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)) (neg.f64 (sqrt.f64 (pow.f64 y y)))) (neg.f64 (sqrt.f64 (pow.f64 y y))))
(.f64 (.f64 (sqrt.f64 (pow.f64 y y)) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))) (sqrt.f64 (pow.f64 y y)))
(.f64 (pow.f64 y (/.f64 y #s(literal 4 binary64))) (.f64 (pow.f64 y (/.f64 y #s(literal 4 binary64))) (*.f64 (sqrt.f64 (pow.f64 y y)) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))))
(.f64 (neg.f64 (sqrt.f64 (pow.f64 y y))) (.f64 (neg.f64 (sqrt.f64 (pow.f64 y y))) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))))
(.f64 (sqrt.f64 (pow.f64 y y)) (.f64 (sqrt.f64 (pow.f64 y y)) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))))
(*.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)) (pow.f64 y y))
(*.f64 (pow.f64 y y) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)))
(fma.f64 (cosh.f64 (.f64 (log.f64 y) y)) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)) (.f64 (sinh.f64 (*.f64 (log.f64 y) y)) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))))
(fma.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)) (cosh.f64 (.f64 (log.f64 y) y)) (.f64 #s(approx (exp x) (+.f64 #s(literal 1 binary64) x)) (sinh.f64 (*.f64 (log.f64 y) y))))
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(exp.f64 (.f64 (.f64 (log.f64 y) y) #s(literal -1 binary64)))
(exp.f64 (.f64 (log.f64 y) (.f64 (/.f64 y #s(literal -2 binary64)) #s(literal 2 binary64))))
(exp.f64 (*.f64 (neg.f64 y) (log.f64 y)))
(+.f64 (sinh.f64 (.f64 (neg.f64 y) (log.f64 y))) (cosh.f64 (.f64 (log.f64 y) y)))
(+.f64 (cosh.f64 (.f64 (log.f64 y) y)) (sinh.f64 (.f64 (neg.f64 y) (log.f64 y))))
(.f64 (/.f64 (-.f64 #s(literal 1 binary64) (.f64 x x)) (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 (+.f64 #s(literal 1 binary64) x) x #s(literal 1 binary64)))
(.f64 (/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) (pow.f64 (-.f64 (.f64 x x) x) #s(literal 2 binary64)))) (-.f64 #s(literal 1 binary64) (-.f64 (*.f64 x x) x)))
(.f64 (/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (+.f64 (pow.f64 (-.f64 (.f64 x x) x) #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 (-.f64 (.f64 x x) x) (-.f64 (-.f64 (.f64 x x) x) #s(literal 1 binary64)) #s(literal 1 binary64)))
(.f64 (/.f64 (-.f64 #s(literal 1 binary64) (.f64 x x)) (-.f64 #s(literal 1 binary64) (*.f64 x x))) (+.f64 #s(literal 1 binary64) x))
(*.f64 (+.f64 #s(literal 1 binary64) x) #s(literal 1 binary64))
(/.f64 (-.f64 (.f64 (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal -1 binary64))) (.f64 (.f64 x (/.f64 x (-.f64 #s(literal 1 binary64) x))) (.f64 x (/.f64 x (-.f64 #s(literal 1 binary64) x))))) (+.f64 (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (*.f64 x (/.f64 x (-.f64 #s(literal 1 binary64) x)))))
(/.f64 (-.f64 (.f64 (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)) (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64))) (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))))) (-.f64 (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)))))
(/.f64 (-.f64 (pow.f64 (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) #s(literal 3 binary64)) (pow.f64 (.f64 x (/.f64 x (-.f64 #s(literal 1 binary64) x))) #s(literal 3 binary64))) (fma.f64 (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (fma.f64 (.f64 x (/.f64 x (-.f64 #s(literal 1 binary64) x))) (.f64 x (/.f64 x (-.f64 #s(literal 1 binary64) x))) (.f64 (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (*.f64 x (/.f64 x (-.f64 #s(literal 1 binary64) x)))))))
(/.f64 (+.f64 (pow.f64 (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)) #s(literal 3 binary64)) (pow.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))) #s(literal 3 binary64))) (fma.f64 (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)) (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)) (-.f64 (.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)))) (.f64 (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)))))))
(/.f64 (neg.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64))) (neg.f64 (-.f64 x #s(literal 1 binary64))))
(/.f64 (neg.f64 (+.f64 #s(literal -1 binary64) (*.f64 x x))) (neg.f64 (neg.f64 (-.f64 #s(literal 1 binary64) x))))
(/.f64 (neg.f64 (neg.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (neg.f64 (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)))))
(/.f64 (-.f64 (.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) x)) (.f64 (-.f64 #s(literal 1 binary64) x) (.f64 x x))) (.f64 (-.f64 #s(literal 1 binary64) x) (-.f64 #s(literal 1 binary64) x)))
(/.f64 (fma.f64 #s(literal 1 binary64) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) (.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) (pow.f64 x #s(literal 3 binary64)))) (.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 4 binary64))) (*.f64 (fma.f64 x x #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) x)))
(/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 6 binary64))) (*.f64 (+.f64 (fma.f64 x x (pow.f64 x #s(literal 4 binary64))) #s(literal 1 binary64)) (-.f64 #s(literal 1 binary64) x)))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 6 binary64))) (*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64))) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))))
(/.f64 (+.f64 (pow.f64 x #s(literal 9 binary64)) #s(literal 1 binary64)) (*.f64 (-.f64 (+.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 6 binary64))) (pow.f64 x #s(literal 3 binary64))) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))))
(/.f64 (+.f64 #s(literal -1 binary64) (*.f64 x x)) (neg.f64 (-.f64 #s(literal 1 binary64) x)))
(/.f64 (neg.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))))
(/.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x)) (-.f64 #s(literal 1 binary64) x))
(/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)))
(neg.f64 (/.f64 (+.f64 #s(literal -1 binary64) (*.f64 x x)) (-.f64 #s(literal 1 binary64) x)))
(neg.f64 (/.f64 (neg.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))))
(neg.f64 (/.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x)) (neg.f64 (-.f64 #s(literal 1 binary64) x))))
(neg.f64 (/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)))))
(fma.f64 (/.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) (.f64 x x))) (+.f64 #s(literal 1 binary64) x) (/.f64 (.f64 (neg.f64 x) x) (-.f64 #s(literal 1 binary64) x)))
(fma.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (-.f64 #s(literal 1 binary64) (pow.f64 (-.f64 (.f64 x x) x) #s(literal 2 binary64)))) (-.f64 #s(literal 1 binary64) (-.f64 (.f64 x x) x)) (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)))
(fma.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (+.f64 (pow.f64 (-.f64 (.f64 x x) x) #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 (-.f64 (.f64 x x) x) (-.f64 (-.f64 (*.f64 x x) x) #s(literal 1 binary64)) #s(literal 1 binary64)) (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)))
(fma.f64 (/.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) (pow.f64 (-.f64 (.f64 x x) x) #s(literal 2 binary64)))) (-.f64 #s(literal 1 binary64) (-.f64 (.f64 x x) x)) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))))
(fma.f64 (/.f64 #s(literal 1 binary64) (+.f64 (pow.f64 (-.f64 (.f64 x x) x) #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 (-.f64 (.f64 x x) x) (-.f64 (-.f64 (*.f64 x x) x) #s(literal 1 binary64)) #s(literal 1 binary64)) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))))
(fma.f64 (/.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 (+.f64 #s(literal 1 binary64) x) x #s(literal 1 binary64)) (/.f64 (*.f64 (neg.f64 x) x) (-.f64 #s(literal 1 binary64) x)))
(fma.f64 (pow.f64 x #s(literal 3/2 binary64)) (/.f64 (pow.f64 x #s(literal 3/2 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))) (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)))
(fma.f64 (*.f64 x x) (/.f64 x (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))) (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)))
(fma.f64 #s(literal 1 binary64) x #s(literal 1 binary64))
(fma.f64 x (/.f64 (*.f64 x x) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))) (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)))
(fma.f64 x #s(literal 1 binary64) #s(literal 1 binary64))
(-.f64 (/.f64 (*.f64 x x) (-.f64 x #s(literal 1 binary64))) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64))))
(-.f64 (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (*.f64 x (/.f64 x (-.f64 #s(literal 1 binary64) x))))
(-.f64 #s(literal 1 binary64) (neg.f64 x))
(+.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))) (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)))
(+.f64 (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (-.f64 x #s(literal 1 binary64)) x #s(literal 1 binary64))))
(+.f64 (pow.f64 (-.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (/.f64 (*.f64 (neg.f64 x) x) (-.f64 #s(literal 1 binary64) x)))
(+.f64 #s(literal 1 binary64) x)
(+.f64 x #s(literal 1 binary64))
(neg.f64 y)

eval38.0ms (0.6%)

Memory: -3.0MiB live, 84.2MiB allocated
Compiler: Compiled 8 436 to 1 185 computations (86% saved)

prune6.0ms (0.1%)

Memory

21.8MiB live, 21.8MiB allocated

Pruning

5 alts after pruning (1 fresh and 4 done)

	Pruned	Kept	Total
New	291	1	292
Fresh	0	0	0
Picked	1	2	3
Done	0	2	2
Total	292	5	297

Accuracy

100.0%

Counts

297 → 5

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	78.7%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z)))
✓	53.6%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))
▶	50.2%	#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))))
✓	45.6%	#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 (pow.f64 y y) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))))
✓	53.6%	#s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y)))

Compiler

Compiled 91 to 67 computations (26.4% saved)

simplify235.0ms (3.8%)

Memory

-20.3MiB live, 271.4MiB allocated

Algorithm

1×	egg-herbie

Localize:

Found 4 expressions of interest:

New	Metric	Score
cost-diff	0	(.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))))
cost-diff	0	#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))))
cost-diff	1	(-.f64 (*.f64 x x) #s(literal 1 binary64))
cost-diff	5	(/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	18	80
0	24	80
1	52	80
2	124	63
3	315	55
4	971	55
5	7394	55
0	8341	54

Stop Event

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

Calls

Call 1

Inputs
#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))))
(.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))))
(pow.f64 y y)
y
#s(approx (exp x) (/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))
(/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))
(-.f64 (*.f64 x x) #s(literal 1 binary64))
(*.f64 x x)
x
#s(literal 1 binary64)
(-.f64 x #s(literal 1 binary64))

Outputs
#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))))
#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 #s(approx (exp x) (-.f64 x #s(literal -1 binary64))) (pow.f64 y y)))
(.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))))
(*.f64 #s(approx (exp x) (-.f64 x #s(literal -1 binary64))) (pow.f64 y y))
(pow.f64 y y)
y
#s(approx (exp x) (/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))
#s(approx (exp x) (-.f64 x #s(literal -1 binary64)))
(/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal -1 binary64))
(-.f64 (*.f64 x x) #s(literal 1 binary64))
(fma.f64 x x #s(literal -1 binary64))
(*.f64 x x)
x
#s(literal 1 binary64)
(-.f64 x #s(literal 1 binary64))

localize60.0ms (1%)

Memory

-17.0MiB live, 129.7MiB allocated

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.20312500000000003	(.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))))
accuracy	11.612698818549386	(/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))
accuracy	12.672178857635098	#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))))
accuracy	21.467638333273335	#s(approx (exp x) (/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))

Samples

39.0ms	222×	0	valid
7.0ms	34×	0	exit

Compiler

Compiled 45 to 18 computations (60% saved)

Precisions

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

ival-div: 12.0ms (33% of total)

ival-log: 6.0ms (16.5% of total)

ival-mult: 5.0ms (13.8% of total)

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

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

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

ival-add: 1.0ms (2.8% of total)

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

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

exact: 0.0ms (0% of total)

series36.0ms (0.6%)

Memory

30.6MiB live, 74.8MiB allocated

Counts

5 → 34

Calls

Call 1

Inputs
(/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))
(-.f64 (*.f64 x x) #s(literal 1 binary64))
#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))))
(.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))))
#s(approx (exp x) (/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))

Outputs
1
(+ 1 x)
-1
(- (pow x 2) 1)
(exp (- (* y (log y)) z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(pow y y)
(+ (* x (pow y y)) (pow y y))
(+ (* x (+ (* 1/2 (* x (pow y y))) (pow y y))) (pow y y))
(+ (* x (+ (* x (+ (* 1/6 (* x (pow y y))) (* 1/2 (pow y y)))) (pow y y))) (pow y y))
(+ 1 (* x (+ 1 (* 1/2 x))))
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))
x
(* x (+ 1 (/ 1 x)))
(pow x 2)
(* (pow x 2) (- 1 (/ 1 (pow x 2))))
(exp (- (+ x (* y (log y))) z))
(* (exp x) (pow y y))
(exp x)
(exp (- (* y (log y)) (+ z (* -1 x))))
(exp (- x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(+ (exp x) (* y (* (exp x) (log y))))
(+ (exp x) (* y (+ (* 1/2 (* y (* (exp x) (pow (log y) 2)))) (* (exp x) (log y)))))
(+ (exp x) (* y (+ (* y (+ (* 1/6 (* y (* (exp x) (pow (log y) 3)))) (* 1/2 (* (exp x) (pow (log y) 2))))) (* (exp x) (log y)))))
(exp (+ x (* y (log y))))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(exp (+ x (+ (* -1 z) (* y (log y)))))

Calls

9 calls:

Time	Variable		Point	Expression
26.0ms	x	@	inf	((/ (- (* x x) 1) (- x 1)) (- (* x x) 1) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (exp x))
7.0ms	x	@	-inf	((/ (- (* x x) 1) (- x 1)) (- (* x x) 1) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (exp x))
1.0ms	x	@	0	((/ (- (* x x) 1) (- x 1)) (- (* x x) 1) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (exp x))
0.0ms	y	@	-inf	((/ (- (* x x) 1) (- x 1)) (- (* x x) 1) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (exp x))
0.0ms	y	@	inf	((/ (- (* x x) 1) (- x 1)) (- (* x x) 1) (exp (- (+ x (* y (log y))) z)) (* (pow y y) (exp x)) (exp x))

simplify190.0ms (3%)

Memory

5.6MiB live, 248.4MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	129	475
1	476	412
2	1997	376
0	8270	346

Stop Event

1×	iter limit
1×	node limit

Counts

34 → 33

Calls

Call 1

Inputs
1
(+ 1 x)
-1
(- (pow x 2) 1)
(exp (- (* y (log y)) z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(pow y y)
(+ (* x (pow y y)) (pow y y))
(+ (* x (+ (* 1/2 (* x (pow y y))) (pow y y))) (pow y y))
(+ (* x (+ (* x (+ (* 1/6 (* x (pow y y))) (* 1/2 (pow y y)))) (pow y y))) (pow y y))
(+ 1 (* x (+ 1 (* 1/2 x))))
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))
x
(* x (+ 1 (/ 1 x)))
(pow x 2)
(* (pow x 2) (- 1 (/ 1 (pow x 2))))
(exp (- (+ x (* y (log y))) z))
(* (exp x) (pow y y))
(exp x)
(exp (- (* y (log y)) (+ z (* -1 x))))
(exp (- x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(+ (exp x) (* y (* (exp x) (log y))))
(+ (exp x) (* y (+ (* 1/2 (* y (* (exp x) (pow (log y) 2)))) (* (exp x) (log y)))))
(+ (exp x) (* y (+ (* y (+ (* 1/6 (* y (* (exp x) (pow (log y) 3)))) (* 1/2 (* (exp x) (pow (log y) 2))))) (* (exp x) (log y)))))
(exp (+ x (* y (log y))))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(exp (+ x (+ (* -1 z) (* y (log y)))))

Outputs
1
#s(literal 1 binary64)
(+ 1 x)
(-.f64 x #s(literal -1 binary64))
-1
#s(literal -1 binary64)
(- (pow x 2) 1)
(fma.f64 x x #s(literal -1 binary64))
(exp (- (* y (log y)) z))
(/.f64 (pow.f64 y y) (exp.f64 z))
(+ (exp (- (* y (log y)) z)) (* x (exp (- (* y (log y)) z))))
(*.f64 (-.f64 x #s(literal -1 binary64)) (/.f64 (pow.f64 y y) (exp.f64 z)))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* 1/2 (* x (exp (- (* y (log y)) z)))))))
(*.f64 (/.f64 (pow.f64 y y) (exp.f64 z)) (fma.f64 (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)) x #s(literal 1 binary64)))
(+ (exp (- (* y (log y)) z)) (* x (+ (exp (- (* y (log y)) z)) (* x (+ (* 1/6 (* x (exp (- (* y (log y)) z)))) (* 1/2 (exp (- (* y (log y)) z))))))))
(fma.f64 (*.f64 (/.f64 (pow.f64 y y) (exp.f64 z)) (fma.f64 (fma.f64 #s(literal 1/6 binary64) x #s(literal 1/2 binary64)) x #s(literal 1 binary64))) x (/.f64 (pow.f64 y y) (exp.f64 z)))
(pow y y)
(pow.f64 y y)
(+ (* x (pow y y)) (pow y y))
(*.f64 (-.f64 x #s(literal -1 binary64)) (pow.f64 y y))
(+ (* x (+ (* 1/2 (* x (pow y y))) (pow y y))) (pow y y))
(*.f64 (pow.f64 y y) (fma.f64 (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)) x #s(literal 1 binary64)))
(+ (* x (+ (* x (+ (* 1/6 (* x (pow y y))) (* 1/2 (pow y y)))) (pow y y))) (pow y y))
(fma.f64 (*.f64 (pow.f64 y y) (fma.f64 (fma.f64 #s(literal 1/6 binary64) x #s(literal 1/2 binary64)) x #s(literal 1 binary64))) x (pow.f64 y y))
(+ 1 (* x (+ 1 (* 1/2 x))))
(fma.f64 (fma.f64 #s(literal 1/2 binary64) x #s(literal 1 binary64)) x #s(literal 1 binary64))
(+ 1 (* x (+ 1 (* x (+ 1/2 (* 1/6 x))))))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) x #s(literal 1/2 binary64)) x #s(literal 1 binary64)) x #s(literal 1 binary64))
x
(* x (+ 1 (/ 1 x)))
(-.f64 x #s(literal -1 binary64))
(pow x 2)
(*.f64 x x)
(* (pow x 2) (- 1 (/ 1 (pow x 2))))
(.f64 (.f64 (-.f64 #s(literal 1 binary64) (/.f64 (/.f64 #s(literal 1 binary64) x) x)) x) x)
(exp (- (+ x (* y (log y))) z))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
(* (exp x) (pow y y))
(*.f64 (pow.f64 y y) (exp.f64 x))
(exp x)
(exp.f64 x)
(exp (- (* y (log y)) (+ z (* -1 x))))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))
(exp (- x z))
(exp.f64 (-.f64 x z))
(+ (exp (- x z)) (* y (* (exp (- x z)) (log y))))
(*.f64 (fma.f64 (log.f64 y) y #s(literal 1 binary64)) (exp.f64 (-.f64 x z)))
(+ (exp (- x z)) (* y (+ (* 1/2 (* y (* (exp (- x z)) (pow (log y) 2)))) (* (exp (- x z)) (log y)))))
(fma.f64 (.f64 (exp.f64 (-.f64 x z)) (fma.f64 (.f64 #s(literal 1/2 binary64) y) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (log.f64 y))) y (exp.f64 (-.f64 x z)))
(+ (exp (- x z)) (* y (+ (* y (+ (* 1/6 (* y (* (exp (- x z)) (pow (log y) 3)))) (* 1/2 (* (exp (- x z)) (pow (log y) 2))))) (* (exp (- x z)) (log y)))))
(fma.f64 (.f64 y y) (.f64 (exp.f64 (-.f64 x z)) (fma.f64 #s(literal 1/2 binary64) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 (.f64 #s(literal 1/6 binary64) y) (pow.f64 (log.f64 y) #s(literal 3 binary64))))) (*.f64 (fma.f64 (log.f64 y) y #s(literal 1 binary64)) (exp.f64 (-.f64 x z))))
(+ (exp x) (* y (* (exp x) (log y))))
(*.f64 (fma.f64 (log.f64 y) y #s(literal 1 binary64)) (exp.f64 x))
(+ (exp x) (* y (+ (* 1/2 (* y (* (exp x) (pow (log y) 2)))) (* (exp x) (log y)))))
(fma.f64 (.f64 (exp.f64 x) (fma.f64 (.f64 #s(literal 1/2 binary64) y) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (log.f64 y))) y (exp.f64 x))
(+ (exp x) (* y (+ (* y (+ (* 1/6 (* y (* (exp x) (pow (log y) 3)))) (* 1/2 (* (exp x) (pow (log y) 2))))) (* (exp x) (log y)))))
(fma.f64 (fma.f64 (.f64 (exp.f64 x) (fma.f64 #s(literal 1/2 binary64) (pow.f64 (log.f64 y) #s(literal 2 binary64)) (.f64 (.f64 #s(literal 1/6 binary64) y) (pow.f64 (log.f64 y) #s(literal 3 binary64))))) y (.f64 (exp.f64 x) (log.f64 y))) y (exp.f64 x))
(exp (+ x (* y (log y))))
(*.f64 (pow.f64 y y) (exp.f64 x))
(+ (exp (+ x (* y (log y)))) (* -1 (* z (exp (+ x (* y (log y)))))))
(.f64 (fma.f64 #s(literal -1 binary64) z #s(literal 1 binary64)) (.f64 (pow.f64 y y) (exp.f64 x)))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* 1/2 (* z (exp (+ x (* y (log y)))))))))
(.f64 (.f64 (pow.f64 y y) (exp.f64 x)) (+.f64 (fma.f64 #s(literal -1 binary64) z #s(literal 1 binary64)) (.f64 z (.f64 #s(literal 1/2 binary64) z))))
(+ (exp (+ x (* y (log y)))) (* z (+ (* -1 (exp (+ x (* y (log y))))) (* z (+ (* -1/6 (* z (exp (+ x (* y (log y)))))) (* 1/2 (exp (+ x (* y (log y))))))))))
(fma.f64 (.f64 z z) (.f64 (.f64 (pow.f64 y y) (exp.f64 x)) (fma.f64 #s(literal -1/6 binary64) z #s(literal 1/2 binary64))) (.f64 (fma.f64 #s(literal -1 binary64) z #s(literal 1 binary64)) (*.f64 (pow.f64 y y) (exp.f64 x))))
(exp (+ x (+ (* -1 z) (* y (log y)))))
(exp.f64 (-.f64 (fma.f64 (log.f64 y) y x) z))

rewrite170.0ms (2.7%)

Memory

-13.0MiB live, 224.0MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	18	68
0	24	68
1	106	44
2	799	43
0	8732	42

Stop Event

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

Counts

5 → 231

Calls

Call 1

Inputs
(/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))
(-.f64 (*.f64 x x) #s(literal 1 binary64))
#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))))
(.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 (-.f64 (.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))))
#s(approx (exp x) (/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))

Outputs
(.f64 (.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(*.f64 (/.f64 (fma.f64 x x #s(literal 1 binary64)) (fma.f64 x x #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x))
(*.f64 (/.f64 (fma.f64 #s(literal -1 binary64) x #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) x)) (/.f64 (-.f64 (neg.f64 x) #s(literal 1 binary64)) (/.f64 (-.f64 x #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) x))))
(*.f64 (/.f64 (+.f64 #s(literal 1 binary64) x) (+.f64 #s(literal 1 binary64) x)) (/.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (-.f64 x #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) x))))
(*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) x)) (/.f64 (+.f64 #s(literal 1 binary64) x) (/.f64 (-.f64 x #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) x))))
(.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal 1 binary64)))
(*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(*.f64 (+.f64 #s(literal 1 binary64) x) #s(literal 1 binary64))
(*.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))))
(*.f64 #s(literal 1 binary64) (+.f64 #s(literal 1 binary64) x))
(/.f64 (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (-.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal 2 binary64)))) (-.f64 (fma.f64 x x #s(literal -1 binary64)) x))
(/.f64 (.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (+.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal 3 binary64)))) (+.f64 (pow.f64 x #s(literal 4 binary64)) (.f64 (+.f64 #s(literal 1 binary64) x) (-.f64 (+.f64 #s(literal 1 binary64) x) (*.f64 x x)))))
(/.f64 (.f64 #s(literal 1 binary64) (.f64 (/.f64 (fma.f64 x x #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x))) (/.f64 (fma.f64 x x #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))
(/.f64 (.f64 #s(literal 1 binary64) (-.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 3 binary64))) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -3 binary64)))) (+.f64 (pow.f64 (.f64 x (/.f64 x (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64)) (+.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2 binary64)) (/.f64 (*.f64 x (/.f64 x (-.f64 x #s(literal 1 binary64)))) (-.f64 x #s(literal 1 binary64))))))
(/.f64 (*.f64 #s(literal 1 binary64) (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))
(/.f64 (.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) (.f64 x x))) (-.f64 #s(literal 1 binary64) x))
(/.f64 (*.f64 #s(literal 1 binary64) (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))
(/.f64 (.f64 #s(literal 1 binary64) (-.f64 (.f64 (*.f64 x x) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)))
(/.f64 (.f64 #s(literal 1 binary64) (-.f64 (pow.f64 x #s(literal 4 binary64)) #s(literal 1 binary64))) (.f64 (fma.f64 x x #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))
(/.f64 (.f64 #s(literal 1 binary64) (-.f64 (pow.f64 x #s(literal 6 binary64)) #s(literal 1 binary64))) (.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 4 binary64)))) (-.f64 x #s(literal 1 binary64))))
(/.f64 (neg.f64 (*.f64 (/.f64 (fma.f64 x x #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x))) (neg.f64 (/.f64 (fma.f64 x x #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))))
(/.f64 (neg.f64 (-.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 3 binary64))) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -3 binary64)))) (neg.f64 (+.f64 (pow.f64 (.f64 x (/.f64 x (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64)) (+.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2 binary64)) (/.f64 (.f64 x (/.f64 x (-.f64 x #s(literal 1 binary64)))) (-.f64 x #s(literal 1 binary64)))))))
(/.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x))) (neg.f64 (-.f64 #s(literal 1 binary64) x)))
(/.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x))))
(/.f64 (neg.f64 (-.f64 (.f64 (.f64 x x) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) (neg.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64))))
(/.f64 (neg.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (neg.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) x))))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) x) (neg.f64 (-.f64 x #s(literal 1 binary64)))) (*.f64 (neg.f64 (-.f64 x #s(literal 1 binary64))) #s(literal -1 binary64))) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)))
(/.f64 (-.f64 (.f64 (.f64 (neg.f64 x) x) (-.f64 x #s(literal 1 binary64))) (.f64 (neg.f64 (-.f64 x #s(literal 1 binary64))) #s(literal 1 binary64))) (.f64 (neg.f64 (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))))
(/.f64 (-.f64 (.f64 (.f64 x x) (neg.f64 (-.f64 x #s(literal 1 binary64)))) (.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))) (.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (-.f64 x #s(literal 1 binary64)))))
(/.f64 (-.f64 (*.f64 (neg.f64 x) x) #s(literal -1 binary64)) (neg.f64 (-.f64 x #s(literal 1 binary64))))
(/.f64 (*.f64 (/.f64 (fma.f64 x x #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))
(/.f64 (-.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 3 binary64))) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -3 binary64))) (+.f64 (pow.f64 (.f64 x (/.f64 x (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64)) (+.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -2 binary64)) (/.f64 (.f64 x (/.f64 x (-.f64 x #s(literal 1 binary64)))) (-.f64 x #s(literal 1 binary64))))))
(/.f64 (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))
(/.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x)) (-.f64 #s(literal 1 binary64) x))
(/.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 3 binary64))) (fma.f64 x x (-.f64 #s(literal 1 binary64) x)))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) #s(literal 1 binary64))) (neg.f64 (*.f64 (fma.f64 x x #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) #s(literal 1 binary64))) (neg.f64 (*.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 4 binary64)))) (-.f64 x #s(literal 1 binary64)))))
(/.f64 (-.f64 (.f64 (.f64 x x) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)))
(/.f64 (-.f64 (pow.f64 x #s(literal 4 binary64)) #s(literal 1 binary64)) (*.f64 (fma.f64 x x #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64))))
(/.f64 (-.f64 (pow.f64 x #s(literal 6 binary64)) #s(literal 1 binary64)) (*.f64 (fma.f64 x x (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal 4 binary64)))) (-.f64 x #s(literal 1 binary64))))
(/.f64 (fma.f64 (neg.f64 x) x #s(literal 1 binary64)) (neg.f64 (-.f64 x #s(literal 1 binary64))))
(/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal 1 binary64)))
(neg.f64 (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64)))
(fma.f64 (.f64 (/.f64 (.f64 x x) (fma.f64 x x #s(literal -1 binary64))) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) (*.f64 (neg.f64 (pow.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) #s(literal -1 binary64))) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
(fma.f64 (.f64 (/.f64 (.f64 x x) (fma.f64 x x #s(literal -1 binary64))) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) (*.f64 (neg.f64 (pow.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal -1 binary64))) (+.f64 #s(literal 1 binary64) x)))
(fma.f64 (.f64 (/.f64 (.f64 x x) (fma.f64 x x #s(literal -1 binary64))) (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))
(fma.f64 (.f64 (/.f64 (.f64 x x) (fma.f64 x x #s(literal -1 binary64))) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) x) (*.f64 (neg.f64 (pow.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) #s(literal -1 binary64))) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
(fma.f64 (.f64 (/.f64 (.f64 x x) (fma.f64 x x #s(literal -1 binary64))) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) x) (*.f64 (neg.f64 (pow.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal -1 binary64))) (+.f64 #s(literal 1 binary64) x)))
(fma.f64 (.f64 (/.f64 (.f64 x x) (fma.f64 x x #s(literal -1 binary64))) #s(literal 1 binary64)) (+.f64 #s(literal 1 binary64) x) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))
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eval67.0ms (1.1%)

Memory: -6.6MiB live, 96.7MiB allocated
Compiler: Compiled 9 576 to 1 394 computations (85.4% saved)

prune7.0ms (0.1%)

Memory

23.9MiB live, 23.9MiB allocated

Pruning

5 alts after pruning (1 fresh and 4 done)

	Pruned	Kept	Total
New	260	1	261
Fresh	0	0	0
Picked	1	0	1
Done	0	4	4
Total	261	5	266

Accuracy

100.0%

Counts

266 → 5

Alt Table

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Status	Accuracy	Program
✓	78.7%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (-.f64 x z)))
✓	53.6%	(exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z)))
	44.8%	#s(approx (exp (- (+ x (* y (log y))) z)) (.f64 (pow.f64 y y) #s(approx (exp x) (/.f64 #s(approx (- ( x x) 1) #s(literal -1 binary64)) (-.f64 x #s(literal 1 binary64))))))
✓	45.6%	#s(approx (exp (- (+ x (* y (log y))) z)) (*.f64 (pow.f64 y y) #s(approx (exp x) (+.f64 #s(literal 1 binary64) x))))
✓	53.6%	#s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y)))

Compiler

Compiled 278 to 130 computations (53.2% saved)

regimes67.0ms (1.1%)

Memory

-8.6MiB live, 84.8MiB allocated

Counts

11 → 1

Calls

Call 1

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

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

Calls

7 calls:

32.0ms	(*.f64 y (log.f64 y))
15.0ms	(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))
4.0ms	(+.f64 x (*.f64 y (log.f64 y)))
4.0ms	z
4.0ms	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)

Results

Accuracy	Segments	Branch
100.0%	1	`x`
100.0%	1	`y`
100.0%	1	`z`
100.0%	1	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
100.0%	1	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
100.0%	1	`(+.f64 x (*.f64 y (log.f64 y)))`
100.0%	1	`(*.f64 y (log.f64 y))`

Compiler

Compiled 30 to 35 computations (-16.7% saved)

regimes237.0ms (3.8%)

Memory

-26.3MiB live, 68.3MiB allocated

Counts

8 → 2

Calls

Call 1

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

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

Calls

7 calls:

115.0ms	x
106.0ms	(+.f64 x (*.f64 y (log.f64 y)))
3.0ms	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)
3.0ms	(*.f64 y (log.f64 y))
3.0ms	y

Results

Accuracy	Segments	Branch
95.2%	3	`x`
95.0%	2	`y`
90.2%	3	`z`
92.8%	2	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
92.8%	2	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
92.8%	2	`(+.f64 x (*.f64 y (log.f64 y)))`
95.0%	2	`(*.f64 y (log.f64 y))`

Compiler

Compiled 30 to 35 computations (-16.7% saved)

regimes125.0ms (2%)

Memory

26.0MiB live, 73.3MiB allocated

Counts

7 → 2

Calls

Call 1

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

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

Calls

6 calls:

110.0ms	(+.f64 x (*.f64 y (log.f64 y)))
3.0ms	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)
3.0ms	y
3.0ms	(*.f64 y (log.f64 y))
3.0ms	x

Results

Accuracy	Segments	Branch
83.5%	2	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
85.6%	3	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
87.7%	2	`(+.f64 x (*.f64 y (log.f64 y)))`
78.7%	1	`x`
91.7%	2	`y`
91.7%	2	`(*.f64 y (log.f64 y))`

Compiler

Compiled 29 to 32 computations (-10.3% saved)

regimes45.0ms (0.7%)

Memory

-0.8MiB live, 46.3MiB allocated

Counts

2 → 2

Calls

Call 1

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

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

Calls

7 calls:

35.0ms	z
2.0ms	(+.f64 x (*.f64 y (log.f64 y)))
1.0ms	x
1.0ms	(*.f64 y (log.f64 y))
1.0ms	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)

Results

Accuracy	Segments	Branch
56.3%	2	`x`
68.0%	2	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
68.0%	2	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
72.2%	2	`(+.f64 x (*.f64 y (log.f64 y)))`
74.5%	3	`z`
75.2%	2	`y`
75.2%	2	`(*.f64 y (log.f64 y))`

Compiler

Compiled 30 to 35 computations (-16.7% saved)

regimes59.0ms (0.9%)

Memory

-3.5MiB live, 58.7MiB allocated

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

7 calls:

52.0ms	(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)
1.0ms	y
1.0ms	(*.f64 y (log.f64 y))
1.0ms	(+.f64 x (*.f64 y (log.f64 y)))
1.0ms	z

Results

Accuracy	Segments	Branch
53.6%	1	`x`
53.6%	1	`(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))`
53.6%	1	`(-.f64 (+.f64 x (*.f64 y (log.f64 y))) z)`
53.6%	1	`(+.f64 x (*.f64 y (log.f64 y)))`
53.6%	1	`z`
53.6%	1	`(*.f64 y (log.f64 y))`
53.6%	1	`y`

Compiler

Compiled 30 to 35 computations (-16.7% saved)

bsearch0.0ms (0%)

Memory

0.9MiB live, 1.0MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	-6.888471090129121e-297	-3.7637151702515006e-299

Compiler

Compiled 12 to 14 computations (-16.7% saved)

bsearch0.0ms (0%)

Memory

0.8MiB live, 0.8MiB allocated

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	4.0400054241154915e+58	5.739368533690894e+58

Compiler

Compiled 12 to 14 computations (-16.7% saved)

bsearch28.0ms (0.4%)

Memory

-15.8MiB live, 30.9MiB allocated

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
27.0ms	566875718243949.1	125642088053684480.0

Samples

22.0ms

112×

valid

Compiler

Compiled 236 to 196 computations (16.9% saved)

Precisions

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

ival-mult: 16.0ms (81.3% of total)

ival-sub: 1.0ms (5.1% of total)

ival-log: 1.0ms (5.1% of total)

ival-add: 1.0ms (5.1% of total)

ival-exp: 1.0ms (5.1% of total)

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

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

simplify79.0ms (1.3%)

Memory

17.8MiB live, 111.4MiB allocated

Algorithm

1×	egg-herbie

Iterations

Useful iterations: 2 (0.0ms)

Iter	Nodes	Cost
0	38	139
1	63	139
2	111	136
3	251	136
4	856	136
5	7959	136

Stop Event

1×	node limit

Calls

Call 1

Inputs
(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))
(if (<=.f64 (.f64 y (log.f64 y)) #s(literal -3681675540198023/736335108039604595805923406147184530889923370574768772191969612422073040099331944991573923112581267542507986451953227192970402893063850485730703075899286013451337291468249027691733891486704001513279827771740183629161065194874727962517148100775228363421083691764065477590823919364012917984605619526140822066036736 binary64)) (exp.f64 #s(approx (- (+ x ( y (log y))) z) (-.f64 x z))) (exp.f64 (-.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y)) z)))
(if (<=.f64 (.f64 y (log.f64 y)) #s(literal 49999999999999998584394024780232100424968164183088578953216 binary64)) (exp.f64 #s(approx (- (+ x ( y (log y))) z) (-.f64 x z))) #s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y))))
(if (<=.f64 y #s(literal 850000000000000 binary64)) (exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z))) #s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y)))

Outputs
(exp.f64 (-.f64 (+.f64 x (*.f64 y (log.f64 y))) z))
(if (<=.f64 (.f64 y (log.f64 y)) #s(literal -3681675540198023/736335108039604595805923406147184530889923370574768772191969612422073040099331944991573923112581267542507986451953227192970402893063850485730703075899286013451337291468249027691733891486704001513279827771740183629161065194874727962517148100775228363421083691764065477590823919364012917984605619526140822066036736 binary64)) (exp.f64 #s(approx (- (+ x ( y (log y))) z) (-.f64 x z))) (exp.f64 (-.f64 #s(approx (+ x (* y (log y))) (*.f64 (log.f64 y) y)) z)))
(if (<=.f64 (.f64 y (log.f64 y)) #s(literal 49999999999999998584394024780232100424968164183088578953216 binary64)) (exp.f64 #s(approx (- (+ x ( y (log y))) z) (-.f64 x z))) #s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y))))
(if (<=.f64 y #s(literal 850000000000000 binary64)) (exp.f64 #s(approx (- (+ x (* y (log y))) z) (neg.f64 z))) #s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y))))
#s(approx (exp (- (+ x (* y (log y))) z)) #s(approx (* (pow y y) (exp x)) (pow.f64 y y)))

soundness463.0ms (7.4%)

Memory

28.3MiB live, 283.8MiB allocated

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	327	1293
1	1246	1113
2	5472	1089
0	8119	1015
0	128	484
1	470	416
2	1981	388
0	8253	369

Stop Event

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

Compiler

Compiled 175 to 87 computations (50.3% saved)

preprocess41.0ms (0.7%)

Memory: -1.3MiB live, 89.3MiB allocated
Compiler: Compiled 314 to 108 computations (65.6% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated

start0.0ms (0%)

analyze1.0ms (0%)

sample1.2s (18.5%)

explain124.0ms (2%)

preprocess409.0ms (6.5%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify165.0ms (2.6%)

localize24.0ms (0.4%)

series118.0ms (1.9%)

simplify133.0ms (2.1%)

rewrite405.0ms (6.5%)

eval37.0ms (0.6%)

prune7.0ms (0.1%)

simplify134.0ms (2.1%)

localize119.0ms (1.9%)

series130.0ms (2.1%)

simplify193.0ms (3.1%)

rewrite238.0ms (3.8%)

eval131.0ms (2.1%)

prune26.0ms (0.4%)

simplify116.0ms (1.9%)

localize85.0ms (1.4%)

series51.0ms (0.8%)

simplify187.0ms (3%)

rewrite314.0ms (5%)

eval38.0ms (0.6%)

prune6.0ms (0.1%)

simplify235.0ms (3.8%)

localize60.0ms (1%)

series36.0ms (0.6%)

simplify190.0ms (3%)

rewrite170.0ms (2.7%)

eval67.0ms (1.1%)

prune7.0ms (0.1%)

regimes67.0ms (1.1%)

regimes237.0ms (3.8%)

regimes125.0ms (2%)

regimes45.0ms (0.7%)

regimes59.0ms (0.9%)

bsearch0.0ms (0%)

bsearch0.0ms (0%)

bsearch28.0ms (0.4%)

simplify79.0ms (1.3%)

soundness463.0ms (7.4%)

preprocess41.0ms (0.7%)

end0.0ms (0%)

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