Metrics for System.Random.MWC.Distributions:truncatedExp from mwc-random-0.13.3.2

start0.0ms (0%)

Memory: 0.2MiB live, 0.2MiB allocated; 0ms collecting garbage

analyze696.0ms (5.3%)

Memory

48.7MiB live, 461.7MiB allocated; 869ms collecting garbage

Algorithm

1×

Search

Probability	Valid	Unknown	Precondition	Infinite	Domain	Can't	Iter
0%	0%	99.8%	0.2%	0%	0%	0%	0
0%	0%	99.8%	0.2%	0%	0%	0%	1
0%	0%	99.8%	0.2%	0%	0%	0%	2
0%	0%	99.8%	0.2%	0%	0%	0%	3
0%	0%	99.8%	0.2%	0%	0%	0%	4
0%	0%	99.8%	0.2%	0%	0%	0%	5
0%	0%	99.8%	0.2%	0%	0%	0%	6
0%	0%	99.8%	0.2%	0%	0%	0%	7
3.1%	3.1%	96.7%	0.2%	0%	0%	0%	8
4.7%	4.7%	95.1%	0.2%	0%	0%	0%	9
4.7%	4.7%	95.1%	0.2%	0%	0%	0%	10
16.4%	16.4%	83.4%	0.2%	0%	0%	0%	11
18.8%	17.5%	76%	0.2%	0%	6.2%	0%	12

Compiler

Compiled 15 to 14 computations (6.7% saved)

sample5.4s (41.6%)

Memory

88.5MiB live, 5 756.8MiB allocated; 1.2s collecting garbage

Samples

2.3s	4 675×	1	valid
1.3s	1 547×	5	exit
443.0ms	3 581×	0	valid
329.0ms	723×	1	invalid
148.0ms	1 757×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 3.9s

ival-log: 1.3s (32.8% of total)

adjust: 802.0ms (20.5% of total)

ival-exp: 763.0ms (19.5% of total)

ival-div: 375.0ms (9.6% of total)

ival-sub: 348.0ms (8.9% of total)

ival-mult: 193.0ms (4.9% of total)

ival-add: 127.0ms (3.2% of total)

ival-true: 10.0ms (0.3% of total)

exact: 9.0ms (0.2% of total)

ival-assert: 5.0ms (0.1% of total)

Bogosity

explain408.0ms (3.1%)

Memory

-43.1MiB live, 454.1MiB allocated; 79ms collecting garbage

FPErrors

Click to see full error table

Ground Truth	Overpredictions	Example	Underpredictions	Example	Subexpression
160	40	(1.2451543260985174e-171 9.22946707091632e-249 4.410930746156824e-267 -8.139187825976951e+182)	0	-	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`
68	7	(-4.155500595568141e-14 -20896.00877404038 1.0176155910000323e-94 1.5647067537942783e-301)	0	-	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
20	0	-	6	(2.8527307624119576e+74 7.973335162663951e-197 2.013651188609407e-114 1.3325532357507044e-234)	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
0	0	-	0	-	`(-.f64 #s(literal 1 binary64) y)`
0	0	-	0	-	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
0	0	-	0	-	`t`
0	0	-	0	-	`#s(literal 1 binary64)`
0	0	-	0	-	`z`
0	0	-	0	-	`y`
0	0	-	0	-	`(*.f64 y (exp.f64 z))`
0	0	-	0	-	`x`
0	0	-	0	-	`(exp.f64 z)`

Explanations

Click to see full explanations table

Operator	Subexpression	Explanation	Count
`log.f64`	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`	sensitivity	198	0
`+.f64`	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`	cancellation	34	1
`/.f64`	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`	u/n	4	0
↳	`(exp.f64 z)`	underflow	70
↳	`(*.f64 y (exp.f64 z))`	underflow	70
↳	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`	underflow	40
`log.f64`	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`	oflow-rescue	2	0
↳	`(exp.f64 z)`	overflow	2
↳	`(*.f64 y (exp.f64 z))`	overflow	2
↳	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`	overflow	2

Confusion

	Predicted +	Predicted -
+	98	8
-	114	36

Precision

0.46226415094339623

Recall

0.9245283018867925

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	98	0	8
-	114	0	36

Precision?

0.46226415094339623

Recall?

0.9245283018867925

Freqs

test

number	freq
0	44
1	186
2	26

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

169.0ms	330×	1	valid
90.0ms	110×	2	valid
6.0ms	72×	0	valid

Compiler

Compiled 127 to 40 computations (68.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 199.0ms

ival-log: 110.0ms (55.1% of total)

ival-exp: 36.0ms (18% of total)

adjust: 23.0ms (11.5% of total)

ival-sub: 10.0ms (5% of total)

ival-div: 8.0ms (4% of total)

ival-mult: 6.0ms (3% of total)

ival-add: 5.0ms (2.5% of total)

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

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

exact: 0.0ms (0% of total)

preprocess160.0ms (1.2%)

Memory

28.8MiB live, 218.5MiB allocated; 17ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	67	194
1	137	194
2	361	192
3	1254	190
4	5324	190
0	12	13
0	19	13
1	31	13
2	66	13
3	197	13
4	640	13
5	4390	13
0	8579	11

Stop Event

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

Calls

Call 1

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

Outputs
(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))
(-.f64 x (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) t))

Compiler

Compiled 13 to 12 computations (7.7% saved)

eval0.0ms (0%)

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

prune0.0ms (0%)

Memory

1.0MiB live, 1.0MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	60.8%	(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))

Compiler

Compiled 13 to 12 computations (7.7% saved)

simplify164.0ms (1.3%)

Memory

3.0MiB live, 102.1MiB allocated; 14ms collecting garbage

Localize:

Found 4 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	55
0	19	55
1	31	55
2	66	55
3	197	55
4	640	55
5	4390	55
0	8579	48

Stop Event

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

Calls

Call 1

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

Outputs
(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))
(-.f64 x (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) t))
x
(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)
(/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) t)
(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))
(log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y)))
(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))
(fma.f64 (exp.f64 z) y (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
y
(*.f64 y (exp.f64 z))
(*.f64 (exp.f64 z) y)
(exp.f64 z)
z
t

localize173.0ms (1.3%)

Memory

-29.5MiB live, 60.8MiB allocated; 7ms collecting garbage

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.015625	(*.f64 y (exp.f64 z))
accuracy	3.7204307270692056	(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)
accuracy	15.959751037866903	(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))
accuracy	36.14420139955308	(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))

Samples

100.0ms	165×	1	valid
29.0ms	55×	2	valid
3.0ms	36×	0	valid

Compiler

Compiled 57 to 14 computations (75.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 115.0ms

ival-log: 71.0ms (61.8% of total)

ival-exp: 17.0ms (14.8% of total)

adjust: 11.0ms (9.6% of total)

ival-sub: 5.0ms (4.3% of total)

ival-div: 4.0ms (3.5% of total)

ival-mult: 3.0ms (2.6% of total)

ival-add: 2.0ms (1.7% of total)

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

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

exact: 0.0ms (0% of total)

series181.0ms (1.4%)

Memory

20.1MiB live, 204.4MiB allocated; 36ms collecting garbage

Counts

5 → 69

Calls

Call 1

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

Outputs
(* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t))
(- x (/ (log (- (+ 1 (* y (exp z))) y)) t))
x
(* x (+ 1 (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(* -1 (* x (- (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)) 1)))
(* y (- (exp z) 1))
(* y (- (+ (exp z) (* -1/2 (* y (pow (- (exp z) 1) 2)))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* 1/3 (* y (pow (- (exp z) 1) 3)))))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* y (+ (* -1/4 (* y (pow (- (exp z) 1) 4))) (* 1/3 (pow (- (exp z) 1) 3))))))) 1))
1
(+ 1 (* y (- (exp z) 1)))
(+ x (* y (- (/ 1 t) (/ (exp z) t))))
(+ x (* y (- (+ (* 1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (* -1/3 (/ (* y (pow (- (exp z) 1) 3)) t)) (* -1/2 (/ (pow (- (exp z) 1) 2) t)))) (/ 1 t)) (/ (exp z) t))))
(/ (* y (- (exp z) 1)) t)
(* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) t)))) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* y (+ (* -1/4 (/ (* y (pow (- (exp z) 1) 4)) t)) (* 1/3 (/ (pow (- (exp z) 1) 3) t)))))) (/ (exp z) t)) (/ 1 t)))
(* y (exp z))
(+ (log (- (exp z) 1)) (* -1 (log (/ 1 y))))
(+ (log (- (exp z) 1)) (+ (* -1 (log (/ 1 y))) (/ 1 (* y (- (exp z) 1)))))
(- (+ (log (- (exp z) 1)) (+ (* -1 (log (/ 1 y))) (/ 1 (* y (- (exp z) 1))))) (/ 1/2 (* (pow y 2) (pow (- (exp z) 1) 2))))
(- (+ (log (- (exp z) 1)) (+ (* -1 (log (/ 1 y))) (+ (/ 1 (* y (- (exp z) 1))) (* 1/3 (/ 1 (* (pow y 3) (pow (- (exp z) 1) 3))))))) (* 1/2 (/ 1 (* (pow y 2) (pow (- (exp z) 1) 2)))))
(* y (- (+ (exp z) (/ 1 y)) 1))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (/ (log (- (exp z) 1)) t)))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))))
(- (+ x (/ 1/2 (* t (* (pow y 2) (pow (- (exp z) 1) 2))))) (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))))
(- (+ x (* 1/2 (/ 1 (* t (* (pow y 2) (pow (- (exp z) 1) 2)))))) (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (+ (* 1/3 (/ 1 (* t (* (pow y 3) (pow (- (exp z) 1) 3))))) (/ (log (- (exp z) 1)) t)))))
(/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)
(+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t)))
(- (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))) (/ 1/2 (* t (* (pow y 2) (pow (- (exp z) 1) 2)))))
(- (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (+ (* 1/3 (/ 1 (* t (* (pow y 3) (pow (- (exp z) 1) 3))))) (/ (log (- (exp z) 1)) t)))) (* 1/2 (/ 1 (* t (* (pow y 2) (pow (- (exp z) 1) 2))))))
(+ (log (+ 1 (* -1 (exp z)))) (* -1 (log (/ -1 y))))
(- (+ (log (+ 1 (* -1 (exp z)))) (* -1 (log (/ -1 y)))) (/ 1 (* y (+ 1 (* -1 (exp z))))))
(+ (log (+ 1 (* -1 (exp z)))) (+ (* -1 (log (/ -1 y))) (* -1 (/ (+ (* 1/2 (/ 1 (* y (pow (+ 1 (* -1 (exp z))) 2)))) (/ 1 (+ 1 (* -1 (exp z))))) y))))
(+ (log (+ 1 (* -1 (exp z)))) (+ (* -1 (log (/ -1 y))) (* -1 (/ (+ (/ 1/3 (* (pow y 2) (pow (+ 1 (* -1 (exp z))) 3))) (+ (/ 1/2 (* y (pow (+ 1 (* -1 (exp z))) 2))) (/ 1 (+ 1 (* -1 (exp z)))))) y))))
(* -1 (* y (+ 1 (* -1 (exp z)))))
(* -1 (* y (- (+ 1 (* -1 (exp z))) (/ 1 y))))
(- x (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(- (+ x (/ 1 (* t (* y (+ 1 (* -1 (exp z))))))) (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(- (+ x (+ (/ 1/2 (* t (* (pow y 2) (pow (+ 1 (* -1 (exp z))) 2)))) (/ 1 (* t (* y (+ 1 (* -1 (exp z)))))))) (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(- (+ x (* -1 (/ (- (* -1 (/ (+ (* 1/3 (/ 1 (* t (* y (pow (+ 1 (* -1 (exp z))) 3))))) (* 1/2 (/ 1 (* t (pow (+ 1 (* -1 (exp z))) 2))))) y)) (/ 1 (* t (+ 1 (* -1 (exp z)))))) y))) (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(/ (+ (log (+ 1 (* -1 (exp z)))) (* -1 (log (/ -1 y)))) t)
(- (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)) (/ 1 (* t (* y (+ 1 (* -1 (exp z)))))))
(+ (* -1 (/ (log (/ -1 y)) t)) (+ (* -1 (/ (+ (* 1/2 (/ 1 (* t (* y (pow (+ 1 (* -1 (exp z))) 2))))) (/ 1 (* t (+ 1 (* -1 (exp z)))))) y)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(+ (* -1 (/ (log (/ -1 y)) t)) (+ (* -1 (/ (+ (/ 1/3 (* t (* (pow y 2) (pow (+ 1 (* -1 (exp z))) 3)))) (+ (/ 1/2 (* t (* y (pow (+ 1 (* -1 (exp z))) 2)))) (/ 1 (* t (+ 1 (* -1 (exp z))))))) y)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(* y z)
(* z (+ y (* 1/2 (* z (+ y (* -1 (pow y 2)))))))
(* z (+ y (* z (+ (* 1/6 (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))))) (* 1/2 (+ y (* -1 (pow y 2))))))))
(* z (+ y (* z (+ (* 1/2 (+ y (* -1 (pow y 2)))) (* z (+ (* 1/24 (* z (+ y (+ (* -6 (pow y 4)) (+ (* -4 (pow y 2)) (+ (* -3 (pow y 2)) (* 12 (pow y 3)))))))) (* 1/6 (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))))))))))
(+ 1 (* y z))
(+ 1 (* z (+ y (* 1/2 (* y z)))))
(+ 1 (* z (+ y (* z (+ (* 1/6 (* y z)) (* 1/2 y))))))
(+ x (* -1 (/ (* y z) t)))
(+ x (* z (- (* -1/2 (/ (* z (+ y (* -1 (pow y 2)))) t)) (/ y t))))
(+ x (* z (- (* z (- (* -1/6 (/ (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3))))) t)) (* 1/2 (/ (+ y (* -1 (pow y 2))) t)))) (/ y t))))
(/ (* y z) t)
(* z (+ (* 1/2 (/ (* z (+ y (* -1 (pow y 2)))) t)) (/ y t)))
(* z (+ (* z (+ (* 1/6 (/ (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3))))) t)) (* 1/2 (/ (+ y (* -1 (pow y 2))) t)))) (/ y t)))
(* z (+ (* z (+ (* 1/2 (/ (+ y (* -1 (pow y 2))) t)) (* z (+ (* 1/24 (/ (* z (+ y (+ (* -6 (pow y 4)) (+ (* -4 (pow y 2)) (+ (* -3 (pow y 2)) (* 12 (pow y 3))))))) t)) (* 1/6 (/ (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))) t)))))) (/ y t)))
y
(+ y (* y z))
(+ y (* z (+ y (* 1/2 (* y z)))))
(+ y (* z (+ y (* z (+ (* 1/6 (* y z)) (* 1/2 y))))))
(log (- (+ 1 (* y (exp z))) y))
(- (+ 1 (* y (exp z))) y)
(/ (log (- (+ 1 (* y (exp z))) y)) t)
(/ (- (* t x) (log (- (+ 1 (* y (exp z))) y))) t)
(+ x (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)))

Calls

12 calls:

Time	Variable		Point	Expression
49.0ms	z	@	inf	((log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* y (exp z)))
41.0ms	t	@	0	((log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* y (exp z)))
32.0ms	t	@	-inf	((log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* y (exp z)))
25.0ms	z	@	-inf	((log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* y (exp z)))
14.0ms	t	@	inf	((log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* y (exp z)))

simplify186.0ms (1.4%)

Memory

34.6MiB live, 223.3MiB allocated; 25ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	335	1595
1	1079	1466
2	4305	1424
0	8229	1183

Stop Event

1×	iter limit
1×	node limit

Counts

69 → 67

Calls

Call 1

Inputs
(* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t))
(- x (/ (log (- (+ 1 (* y (exp z))) y)) t))
x
(* x (+ 1 (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(* -1 (* x (- (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)) 1)))
(* y (- (exp z) 1))
(* y (- (+ (exp z) (* -1/2 (* y (pow (- (exp z) 1) 2)))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* 1/3 (* y (pow (- (exp z) 1) 3)))))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* y (+ (* -1/4 (* y (pow (- (exp z) 1) 4))) (* 1/3 (pow (- (exp z) 1) 3))))))) 1))
1
(+ 1 (* y (- (exp z) 1)))
(+ x (* y (- (/ 1 t) (/ (exp z) t))))
(+ x (* y (- (+ (* 1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (* -1/3 (/ (* y (pow (- (exp z) 1) 3)) t)) (* -1/2 (/ (pow (- (exp z) 1) 2) t)))) (/ 1 t)) (/ (exp z) t))))
(/ (* y (- (exp z) 1)) t)
(* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ (exp z) t)) (/ 1 t)))
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Outputs
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(*.f64 z y)
(* z (+ y (* 1/2 (* z (+ y (* -1 (pow y 2)))))))
(.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)
(* z (+ y (* z (+ (* 1/6 (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))))) (* 1/2 (+ y (* -1 (pow y 2))))))))
(.f64 (fma.f64 (fma.f64 (fma.f64 y y (neg.f64 y)) #s(literal -1/2 binary64) (.f64 (.f64 #s(literal 1/6 binary64) z) (fma.f64 (.f64 #s(literal -3 binary64) y) y (fma.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 2 binary64) y)))) z y) z)
(* z (+ y (* z (+ (* 1/2 (+ y (* -1 (pow y 2)))) (* z (+ (* 1/24 (* z (+ y (+ (* -6 (pow y 4)) (+ (* -4 (pow y 2)) (+ (* -3 (pow y 2)) (* 12 (pow y 3)))))))) (* 1/6 (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))))))))))
(.f64 (fma.f64 (fma.f64 (fma.f64 y y (neg.f64 y)) #s(literal -1/2 binary64) (.f64 (fma.f64 (.f64 #s(literal 1/24 binary64) (+.f64 (fma.f64 (pow.f64 y #s(literal 4 binary64)) #s(literal -6 binary64) (fma.f64 (.f64 y y) #s(literal -7 binary64) (.f64 #s(literal 12 binary64) (pow.f64 y #s(literal 3 binary64))))) y)) z (.f64 (fma.f64 (*.f64 #s(literal -3 binary64) y) y (fma.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 2 binary64) y)) #s(literal 1/6 binary64))) z)) z y) z)
(+ 1 (* y z))
(fma.f64 z y #s(literal 1 binary64))
(+ 1 (* z (+ y (* 1/2 (* y z)))))
(fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))
(+ 1 (* z (+ y (* z (+ (* 1/6 (* y z)) (* 1/2 y))))))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64))
(+ x (* -1 (/ (* y z) t)))
(-.f64 x (/.f64 (*.f64 z y) t))
(+ x (* z (- (* -1/2 (/ (* z (+ y (* -1 (pow y 2)))) t)) (/ y t))))
(fma.f64 (-.f64 (.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64)) (/.f64 y t)) z x)
(+ x (* z (- (* z (- (* -1/6 (/ (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3))))) t)) (* 1/2 (/ (+ y (* -1 (pow y 2))) t)))) (/ y t))))
(fma.f64 (-.f64 (.f64 (/.f64 (fma.f64 (.f64 #s(literal -1/6 binary64) z) (fma.f64 (.f64 #s(literal -3 binary64) y) y (fma.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 2 binary64) y)) (.f64 (-.f64 y (*.f64 y y)) #s(literal -1/2 binary64))) t) z) (/.f64 y t)) z x)
(/ (* y z) t)
(/.f64 (*.f64 z y) t)
(* z (+ (* 1/2 (/ (* z (+ y (* -1 (pow y 2)))) t)) (/ y t)))
(.f64 (/.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) t) z)
(* z (+ (* z (+ (* 1/6 (/ (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3))))) t)) (* 1/2 (/ (+ y (* -1 (pow y 2))) t)))) (/ y t)))
(.f64 (/.f64 (fma.f64 (fma.f64 (fma.f64 y y (neg.f64 y)) #s(literal -1/2 binary64) (.f64 (.f64 #s(literal 1/6 binary64) z) (fma.f64 (.f64 #s(literal -3 binary64) y) y (fma.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 2 binary64) y)))) z y) t) z)
(* z (+ (* z (+ (* 1/2 (/ (+ y (* -1 (pow y 2))) t)) (* z (+ (* 1/24 (/ (* z (+ y (+ (* -6 (pow y 4)) (+ (* -4 (pow y 2)) (+ (* -3 (pow y 2)) (* 12 (pow y 3))))))) t)) (* 1/6 (/ (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))) t)))))) (/ y t)))
(.f64 (fma.f64 (/.f64 (fma.f64 (fma.f64 y y (neg.f64 y)) #s(literal -1/2 binary64) (.f64 (fma.f64 (.f64 #s(literal 1/24 binary64) (+.f64 (fma.f64 (pow.f64 y #s(literal 4 binary64)) #s(literal -6 binary64) (fma.f64 (.f64 y y) #s(literal -7 binary64) (.f64 #s(literal 12 binary64) (pow.f64 y #s(literal 3 binary64))))) y)) z (.f64 (fma.f64 (*.f64 #s(literal -3 binary64) y) y (fma.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 2 binary64) y)) #s(literal 1/6 binary64))) z)) t) z (/.f64 y t)) z)
y
(+ y (* y z))
(fma.f64 z y y)
(+ y (* z (+ y (* 1/2 (* y z)))))
(fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z y)
(+ y (* z (+ y (* z (+ (* 1/6 (* y z)) (* 1/2 y))))))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z y)
(log (- (+ 1 (* y (exp z))) y))
(log1p.f64 (*.f64 (expm1.f64 z) y))
(- (+ 1 (* y (exp z))) y)
(fma.f64 (expm1.f64 z) y #s(literal 1 binary64))
(/ (log (- (+ 1 (* y (exp z))) y)) t)
(/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) t)
(/ (- (* t x) (log (- (+ 1 (* y (exp z))) y))) t)
(/.f64 (-.f64 (.f64 t x) (log1p.f64 (.f64 (expm1.f64 z) y))) t)
(+ x (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)))
(-.f64 x (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) t))

rewrite51.0ms (0.4%)

Memory

-16.4MiB live, 78.7MiB allocated; 12ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	45
0	19	45
1	72	45
0	553	41

Stop Event

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

Counts

5 → 41

Calls

Call 1

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

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

eval50.0ms (0.4%)

Memory: 2.4MiB live, 44.2MiB allocated; 9ms collecting garbage
Compiler: Compiled 3 074 to 583 computations (81% saved)

prune18.0ms (0.1%)

Memory

-8.3MiB live, 32.1MiB allocated; 13ms collecting garbage

Pruning

12 alts after pruning (12 fresh and 0 done)

	Pruned	Kept	Total
New	93	12	105
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	94	12	106

Accuracy

99.6%

Counts

106 → 12

Alt Table

Click to see full alt table

Status	Accuracy	Program
	61.5%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t))
▶	58.9%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
	68.7%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
	37.7%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (*.f64 (expm1.f64 z) y))) t))
	69.8%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))
▶	64.4%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t))
▶	84.7%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
▶	76.1%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
	64.0%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) t) z)))
▶	85.4%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))
	84.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x))
	31.6%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) (neg.f64 t)))

Compiler

Compiled 520 to 410 computations (21.2% saved)

simplify184.0ms (1.4%)

Memory

34.2MiB live, 180.5MiB allocated; 47ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))
cost-diff	0	(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))))
cost-diff	0	(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t)
cost-diff	0	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
cost-diff	0	(*.f64 (expm1.f64 z) y)
cost-diff	0	#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y))
cost-diff	0	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t)
cost-diff	0	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
cost-diff	0	#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z))
cost-diff	0	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t)
cost-diff	0	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t))
cost-diff	1	(fma.f64 (*.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y)
cost-diff	0	(*.f64 z y)
cost-diff	0	#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
cost-diff	0	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
cost-diff	0	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
cost-diff	0	(/.f64 (expm1.f64 z) t)
cost-diff	0	(*.f64 (/.f64 (expm1.f64 z) t) y)
cost-diff	0	#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y))
cost-diff	0	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	40	378
0	66	378
1	106	378
2	269	378
3	908	378
4	2747	378
0	8504	347

Stop Event

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

Calls

Call 1

Inputs
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))
x
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y))
(*.f64 (/.f64 (expm1.f64 z) t) y)
(/.f64 (expm1.f64 z) t)
(expm1.f64 z)
z
t
y
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
x
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
(*.f64 z y)
z
y
t
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t))
x
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z))
(.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)
(fma.f64 (*.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y)
(*.f64 #s(literal -1/2 binary64) z)
#s(literal -1/2 binary64)
z
(fma.f64 y y (neg.f64 y))
y
(neg.f64 y)
t
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
x
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y))
(*.f64 (expm1.f64 z) y)
(expm1.f64 z)
z
y
t
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
x
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))
(fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))
(fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y)
(*.f64 z y)
z
y
#s(literal 1/2 binary64)
#s(literal 1 binary64)
t

Outputs
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))
x
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y))
(*.f64 (/.f64 (expm1.f64 z) t) y)
(/.f64 (expm1.f64 z) t)
(expm1.f64 z)
z
t
y
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
x
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
(*.f64 z y)
z
y
t
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t))
x
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t)
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z))
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z))
(.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)
(.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)
(fma.f64 (*.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y)
(*.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y)
(*.f64 #s(literal -1/2 binary64) z)
#s(literal -1/2 binary64)
z
(fma.f64 y y (neg.f64 y))
y
(neg.f64 y)
t
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
x
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y))
(*.f64 (expm1.f64 z) y)
(expm1.f64 z)
z
y
t
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) z) y #s(literal 1 binary64)))) t))
x
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t)
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) z) y #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))))
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) z) y #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) z) y #s(literal 1 binary64)))
(fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))
(fma.f64 (*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) z) y #s(literal 1 binary64))
(fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y)
(fma.f64 (*.f64 #s(literal 1/2 binary64) z) y y)
(*.f64 z y)
z
y
#s(literal 1/2 binary64)
#s(literal 1 binary64)
t

localize347.0ms (2.7%)

Memory

-29.3MiB live, 274.3MiB allocated; 105ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.03125	(fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))
accuracy	3.7204307270692056	(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t)
accuracy	15.981963642484796	#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))
accuracy	36.14420139955308	(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))))
accuracy	0.0	(expm1.f64 z)
accuracy	0.0078125	(*.f64 (expm1.f64 z) y)
accuracy	3.7204307270692056	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t)
accuracy	13.695600467901714	#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y))
accuracy	0.9751360451035547	(.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)
accuracy	3.7204307270692056	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t)
accuracy	4.769083374168392	(fma.f64 (*.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y)
accuracy	23.167299991669946	#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z))
accuracy	0.0	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
accuracy	0.0	(*.f64 z y)
accuracy	3.7204307270692056	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
accuracy	22.414761402124178	#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
accuracy	0.0	(expm1.f64 z)
accuracy	0.015625	(/.f64 (expm1.f64 z) t)
accuracy	3.1705447211589446	(*.f64 (/.f64 (expm1.f64 z) t) y)
accuracy	13.684761118459427	#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y))

Samples

175.0ms	165×	1	valid
136.0ms	55×	2	valid
11.0ms	36×	0	valid

Compiler

Compiled 278 to 32 computations (88.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 230.0ms

ival-log: 82.0ms (35.6% of total)

ival-div: 70.0ms (30.4% of total)

adjust: 25.0ms (10.9% of total)

ival-mult: 19.0ms (8.2% of total)

ival-exp: 17.0ms (7.4% of total)

ival-add: 8.0ms (3.5% of total)

ival-sub: 6.0ms (2.6% of total)

ival-expm1: 2.0ms (0.9% of total)

ival-neg: 1.0ms (0.4% of total)

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

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

exact: 0.0ms (0% of total)

series132.0ms (1%)

Memory

-5.6MiB live, 176.9MiB allocated; 26ms collecting garbage

Counts

23 → 106

Calls

Call 1

Inputs
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y))
(*.f64 (/.f64 (expm1.f64 z) t) y)
(/.f64 (expm1.f64 z) t)
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
(*.f64 z y)
(fma.f64 (*.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y)
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y))
(*.f64 (expm1.f64 z) y)
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))
(expm1.f64 z)
(.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)
(fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))

Outputs
(* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t))
(- x (/ (log (- (+ 1 (* y (exp z))) y)) t))
x
(* x (+ 1 (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(* -1 (* x (- (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)) 1)))
(+ x (* y (- (/ 1 t) (/ (exp z) t))))
(+ x (* y (- (+ (* 1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (* -1/3 (/ (* y (pow (- (exp z) 1) 3)) t)) (* -1/2 (/ (pow (- (exp z) 1) 2) t)))) (/ 1 t)) (/ (exp z) t))))
(/ (* y (- (exp z) 1)) t)
(* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) t)))) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* y (+ (* -1/4 (/ (* y (pow (- (exp z) 1) 4)) t)) (* 1/3 (/ (pow (- (exp z) 1) 3) t)))))) (/ (exp z) t)) (/ 1 t)))
(* y (- (exp z) 1))
(* y (- (+ (exp z) (* -1/2 (* y (pow (- (exp z) 1) 2)))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* 1/3 (* y (pow (- (exp z) 1) 3)))))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* y (+ (* -1/4 (* y (pow (- (exp z) 1) 4))) (* 1/3 (pow (- (exp z) 1) 3))))))) 1))
(* y z)
(* y (+ 1 (* 1/2 z)))
(* y (+ 1 (+ (* -1/2 (* y z)) (* 1/2 z))))
1
(+ 1 (* y (- (exp z) 1)))
(* y (* z (+ 1 (* 1/2 z))))
(* y (+ (* -1/2 (* y (pow z 2))) (* z (+ 1 (* 1/2 z)))))
(+ 1 (* y (* z (+ 1 (* 1/2 z)))))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (/ (log (- (exp z) 1)) t)))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))))
(- (+ x (/ 1/2 (* t (* (pow y 2) (pow (- (exp z) 1) 2))))) (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))))
(- (+ x (* 1/2 (/ 1 (* t (* (pow y 2) (pow (- (exp z) 1) 2)))))) (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (+ (* 1/3 (/ 1 (* t (* (pow y 3) (pow (- (exp z) 1) 3))))) (/ (log (- (exp z) 1)) t)))))
(/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)
(+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t)))
(- (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))) (/ 1/2 (* t (* (pow y 2) (pow (- (exp z) 1) 2)))))
(- (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (+ (* 1/3 (/ 1 (* t (* (pow y 3) (pow (- (exp z) 1) 3))))) (/ (log (- (exp z) 1)) t)))) (* 1/2 (/ 1 (* t (* (pow y 2) (pow (- (exp z) 1) 2))))))
(+ (log (- (exp z) 1)) (* -1 (log (/ 1 y))))
(+ (log (- (exp z) 1)) (+ (* -1 (log (/ 1 y))) (/ 1 (* y (- (exp z) 1)))))
(- (+ (log (- (exp z) 1)) (+ (* -1 (log (/ 1 y))) (/ 1 (* y (- (exp z) 1))))) (/ 1/2 (* (pow y 2) (pow (- (exp z) 1) 2))))
(- (+ (log (- (exp z) 1)) (+ (* -1 (log (/ 1 y))) (+ (/ 1 (* y (- (exp z) 1))) (* 1/3 (/ 1 (* (pow y 3) (pow (- (exp z) 1) 3))))))) (* 1/2 (/ 1 (* (pow y 2) (pow (- (exp z) 1) 2)))))
(* -1/2 (* (pow y 2) z))
(* (pow y 2) (+ (* -1/2 z) (+ (* 1/2 (/ z y)) (/ 1 y))))
(* y (- (+ (exp z) (/ 1 y)) 1))
(* -1/2 (* (pow y 2) (pow z 2)))
(* (pow y 2) (+ (* -1/2 (pow z 2)) (/ (* z (+ 1 (* 1/2 z))) y)))
(* y (+ (* z (+ 1 (* 1/2 z))) (/ 1 y)))
(- x (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(- (+ x (/ 1 (* t (* y (+ 1 (* -1 (exp z))))))) (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(- (+ x (+ (/ 1/2 (* t (* (pow y 2) (pow (+ 1 (* -1 (exp z))) 2)))) (/ 1 (* t (* y (+ 1 (* -1 (exp z)))))))) (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(- (+ x (* -1 (/ (- (* -1 (/ (+ (* 1/3 (/ 1 (* t (* y (pow (+ 1 (* -1 (exp z))) 3))))) (* 1/2 (/ 1 (* t (pow (+ 1 (* -1 (exp z))) 2))))) y)) (/ 1 (* t (+ 1 (* -1 (exp z)))))) y))) (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(/ (+ (log (+ 1 (* -1 (exp z)))) (* -1 (log (/ -1 y)))) t)
(- (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)) (/ 1 (* t (* y (+ 1 (* -1 (exp z)))))))
(+ (* -1 (/ (log (/ -1 y)) t)) (+ (* -1 (/ (+ (* 1/2 (/ 1 (* t (* y (pow (+ 1 (* -1 (exp z))) 2))))) (/ 1 (* t (+ 1 (* -1 (exp z)))))) y)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(+ (* -1 (/ (log (/ -1 y)) t)) (+ (* -1 (/ (+ (/ 1/3 (* t (* (pow y 2) (pow (+ 1 (* -1 (exp z))) 3)))) (+ (/ 1/2 (* t (* y (pow (+ 1 (* -1 (exp z))) 2)))) (/ 1 (* t (+ 1 (* -1 (exp z))))))) y)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(+ (log (+ 1 (* -1 (exp z)))) (* -1 (log (/ -1 y))))
(- (+ (log (+ 1 (* -1 (exp z)))) (* -1 (log (/ -1 y)))) (/ 1 (* y (+ 1 (* -1 (exp z))))))
(+ (log (+ 1 (* -1 (exp z)))) (+ (* -1 (log (/ -1 y))) (* -1 (/ (+ (* 1/2 (/ 1 (* y (pow (+ 1 (* -1 (exp z))) 2)))) (/ 1 (+ 1 (* -1 (exp z))))) y))))
(+ (log (+ 1 (* -1 (exp z)))) (+ (* -1 (log (/ -1 y))) (* -1 (/ (+ (/ 1/3 (* (pow y 2) (pow (+ 1 (* -1 (exp z))) 3))) (+ (/ 1/2 (* y (pow (+ 1 (* -1 (exp z))) 2))) (/ 1 (+ 1 (* -1 (exp z)))))) y))))
(* (pow y 2) (+ (* -1 (/ (- (* -1/2 z) 1) y)) (* -1/2 z)))
(* -1 (* y (+ 1 (* -1 (exp z)))))
(* -1 (* y (- (+ 1 (* -1 (exp z))) (/ 1 y))))
(* (pow y 2) (+ (* -1 (/ (* z (- (* -1/2 z) 1)) y)) (* -1/2 (pow z 2))))
(* -1 (* y (* z (- (* -1/2 z) 1))))
(* -1 (* y (- (* z (- (* -1/2 z) 1)) (/ 1 y))))
(+ x (* -1 (/ (* y z) t)))
(+ x (* z (- (* -1/2 (/ (* z (+ y (* -1 (pow y 2)))) t)) (/ y t))))
(+ x (* z (- (* z (- (* -1/6 (/ (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3))))) t)) (* 1/2 (/ (+ y (* -1 (pow y 2))) t)))) (/ y t))))
(/ (* y z) t)
(* z (+ (* 1/2 (/ (* z (+ y (* -1 (pow y 2)))) t)) (/ y t)))
(* z (+ (* z (+ (* 1/6 (/ (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3))))) t)) (* 1/2 (/ (+ y (* -1 (pow y 2))) t)))) (/ y t)))
(* z (+ (* z (+ (* 1/2 (/ (+ y (* -1 (pow y 2))) t)) (* z (+ (* 1/24 (/ (* z (+ y (+ (* -6 (pow y 4)) (+ (* -4 (pow y 2)) (+ (* -3 (pow y 2)) (* 12 (pow y 3))))))) t)) (* 1/6 (/ (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))) t)))))) (/ y t)))
(* z (+ (* 1/2 (/ (* y z) t)) (/ y t)))
(* z (+ (* z (+ (* 1/6 (/ (* y z) t)) (* 1/2 (/ y t)))) (/ y t)))
(* z (+ (* z (+ (* 1/2 (/ y t)) (* z (+ (* 1/24 (/ (* y z) t)) (* 1/6 (/ y t)))))) (/ y t)))
(/ z t)
(* z (+ (* 1/2 (/ z t)) (/ 1 t)))
(* z (+ (* z (+ (* 1/6 (/ z t)) (* 1/2 (/ 1 t)))) (/ 1 t)))
(* z (+ (* z (+ (* z (+ (* 1/24 (/ z t)) (* 1/6 (/ 1 t)))) (* 1/2 (/ 1 t)))) (/ 1 t)))
(* z (+ y (* 1/2 (* z (+ y (* -1 (pow y 2)))))))
(* z (+ y (* z (+ (* 1/6 (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))))) (* 1/2 (+ y (* -1 (pow y 2))))))))
(* z (+ y (* z (+ (* 1/2 (+ y (* -1 (pow y 2)))) (* z (+ (* 1/24 (* z (+ y (+ (* -6 (pow y 4)) (+ (* -4 (pow y 2)) (+ (* -3 (pow y 2)) (* 12 (pow y 3)))))))) (* 1/6 (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))))))))))
y
(+ y (* -1/2 (* z (- (pow y 2) y))))
(* z (+ y (* 1/2 (* y z))))
(* z (+ y (* z (+ (* 1/6 (* y z)) (* 1/2 y)))))
(* z (+ y (* z (+ (* 1/2 y) (* z (+ (* 1/24 (* y z)) (* 1/6 y)))))))
(+ 1 (* y z))
(+ 1 (* z (+ y (* 1/2 (* y z)))))
(+ 1 (* z (+ y (* z (+ (* 1/6 (* y z)) (* 1/2 y))))))
z
(* z (+ 1 (* 1/2 z)))
(* z (+ 1 (* z (+ 1/2 (* 1/6 z)))))
(* z (+ 1 (* z (+ 1/2 (* z (+ 1/6 (* 1/24 z)))))))
(* z (+ y (* -1/2 (* z (- (pow y 2) y)))))
(/ (log (- (+ 1 (* y (exp z))) y)) t)
(/ (- (exp z) 1) t)
(log (- (+ 1 (* y (exp z))) y))
(* -1/2 (* z (- (pow y 2) y)))
(* z (+ (* -1/2 (- (pow y 2) y)) (/ y z)))
(- (+ 1 (* y (exp z))) y)
(- (exp z) 1)
(* -1/2 (* (pow z 2) (- (pow y 2) y)))
(* (pow z 2) (+ (* -1/2 (- (pow y 2) y)) (/ y z)))
(* 1/2 (* y (pow z 2)))
(* (pow z 2) (+ (* 1/2 y) (/ y z)))
(* (pow z 2) (+ (* 1/2 y) (+ (/ 1 (pow z 2)) (/ y z))))
(* -1 (* z (+ (* -1 (/ y z)) (* 1/2 (- (pow y 2) y)))))
(* (pow z 2) (+ (* -1 (/ (- (* -1 y) (/ 1 z)) z)) (* 1/2 y)))
(/ (- (* t x) (log (- (+ 1 (* y (exp z))) y))) t)
(+ x (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)))

Calls

12 calls:

Time	Variable		Point	Expression
31.0ms	z	@	inf	((- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* z y) (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (- (exp z) 1) y) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (- (exp z) 1) (* (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) z) (+ (* (+ (* (* z y) 1/2) y) z) 1))
21.0ms	y	@	-inf	((- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* z y) (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (- (exp z) 1) y) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (- (exp z) 1) (* (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) z) (+ (* (+ (* (* z y) 1/2) y) z) 1))
18.0ms	y	@	inf	((- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* z y) (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (- (exp z) 1) y) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (- (exp z) 1) (* (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) z) (+ (* (+ (* (* z y) 1/2) y) z) 1))
17.0ms	t	@	-inf	((- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* z y) (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (- (exp z) 1) y) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (- (exp z) 1) (* (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) z) (+ (* (+ (* (* z y) 1/2) y) z) 1))
13.0ms	t	@	inf	((- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* z y) (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (- (exp z) 1) y) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (- (exp z) 1) (* (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) z) (+ (* (+ (* (* z y) 1/2) y) z) 1))

simplify200.0ms (1.5%)

Memory

43.0MiB live, 217.4MiB allocated; 68ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	465	2077
1	1588	1935
2	6202	1888
0	8387	1597

Stop Event

1×	iter limit
1×	node limit

Counts

106 → 103

Calls

Call 1

Inputs
(* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t))
(- x (/ (log (- (+ 1 (* y (exp z))) y)) t))
x
(* x (+ 1 (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(* -1 (* x (- (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)) 1)))
(+ x (* y (- (/ 1 t) (/ (exp z) t))))
(+ x (* y (- (+ (* 1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (* -1/3 (/ (* y (pow (- (exp z) 1) 3)) t)) (* -1/2 (/ (pow (- (exp z) 1) 2) t)))) (/ 1 t)) (/ (exp z) t))))
(/ (* y (- (exp z) 1)) t)
(* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) t)))) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* y (+ (* -1/4 (/ (* y (pow (- (exp z) 1) 4)) t)) (* 1/3 (/ (pow (- (exp z) 1) 3) t)))))) (/ (exp z) t)) (/ 1 t)))
(* y (- (exp z) 1))
(* y (- (+ (exp z) (* -1/2 (* y (pow (- (exp z) 1) 2)))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* 1/3 (* y (pow (- (exp z) 1) 3)))))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* y (+ (* -1/4 (* y (pow (- (exp z) 1) 4))) (* 1/3 (pow (- (exp z) 1) 3))))))) 1))
(* y z)
(* y (+ 1 (* 1/2 z)))
(* y (+ 1 (+ (* -1/2 (* y z)) (* 1/2 z))))
1
(+ 1 (* y (- (exp z) 1)))
(* y (* z (+ 1 (* 1/2 z))))
(* y (+ (* -1/2 (* y (pow z 2))) (* z (+ 1 (* 1/2 z)))))
(+ 1 (* y (* z (+ 1 (* 1/2 z)))))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (/ (log (- (exp z) 1)) t)))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))))
(- (+ x (/ 1/2 (* t (* (pow y 2) (pow (- (exp z) 1) 2))))) (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))))
(- (+ x (* 1/2 (/ 1 (* t (* (pow y 2) (pow (- (exp z) 1) 2)))))) (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (+ (* 1/3 (/ 1 (* t (* (pow y 3) (pow (- (exp z) 1) 3))))) (/ (log (- (exp z) 1)) t)))))
(/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)
(+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t)))
(- (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))) (/ 1/2 (* t (* (pow y 2) (pow (- (exp z) 1) 2)))))
(- (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (+ (* 1/3 (/ 1 (* t (* (pow y 3) (pow (- (exp z) 1) 3))))) (/ (log (- (exp z) 1)) t)))) (* 1/2 (/ 1 (* t (* (pow y 2) (pow (- (exp z) 1) 2))))))
(+ (log (- (exp z) 1)) (* -1 (log (/ 1 y))))
(+ (log (- (exp z) 1)) (+ (* -1 (log (/ 1 y))) (/ 1 (* y (- (exp z) 1)))))
(- (+ (log (- (exp z) 1)) (+ (* -1 (log (/ 1 y))) (/ 1 (* y (- (exp z) 1))))) (/ 1/2 (* (pow y 2) (pow (- (exp z) 1) 2))))
(- (+ (log (- (exp z) 1)) (+ (* -1 (log (/ 1 y))) (+ (/ 1 (* y (- (exp z) 1))) (* 1/3 (/ 1 (* (pow y 3) (pow (- (exp z) 1) 3))))))) (* 1/2 (/ 1 (* (pow y 2) (pow (- (exp z) 1) 2)))))
(* -1/2 (* (pow y 2) z))
(* (pow y 2) (+ (* -1/2 z) (+ (* 1/2 (/ z y)) (/ 1 y))))
(* y (- (+ (exp z) (/ 1 y)) 1))
(* -1/2 (* (pow y 2) (pow z 2)))
(* (pow y 2) (+ (* -1/2 (pow z 2)) (/ (* z (+ 1 (* 1/2 z))) y)))
(* y (+ (* z (+ 1 (* 1/2 z))) (/ 1 y)))
(- x (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(- (+ x (/ 1 (* t (* y (+ 1 (* -1 (exp z))))))) (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(- (+ x (+ (/ 1/2 (* t (* (pow y 2) (pow (+ 1 (* -1 (exp z))) 2)))) (/ 1 (* t (* y (+ 1 (* -1 (exp z)))))))) (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(- (+ x (* -1 (/ (- (* -1 (/ (+ (* 1/3 (/ 1 (* t (* y (pow (+ 1 (* -1 (exp z))) 3))))) (* 1/2 (/ 1 (* t (pow (+ 1 (* -1 (exp z))) 2))))) y)) (/ 1 (* t (+ 1 (* -1 (exp z)))))) y))) (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(/ (+ (log (+ 1 (* -1 (exp z)))) (* -1 (log (/ -1 y)))) t)
(- (+ (* -1 (/ (log (/ -1 y)) t)) (/ (log (+ 1 (* -1 (exp z)))) t)) (/ 1 (* t (* y (+ 1 (* -1 (exp z)))))))
(+ (* -1 (/ (log (/ -1 y)) t)) (+ (* -1 (/ (+ (* 1/2 (/ 1 (* t (* y (pow (+ 1 (* -1 (exp z))) 2))))) (/ 1 (* t (+ 1 (* -1 (exp z)))))) y)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(+ (* -1 (/ (log (/ -1 y)) t)) (+ (* -1 (/ (+ (/ 1/3 (* t (* (pow y 2) (pow (+ 1 (* -1 (exp z))) 3)))) (+ (/ 1/2 (* t (* y (pow (+ 1 (* -1 (exp z))) 2)))) (/ 1 (* t (+ 1 (* -1 (exp z))))))) y)) (/ (log (+ 1 (* -1 (exp z)))) t)))
(+ (log (+ 1 (* -1 (exp z)))) (* -1 (log (/ -1 y))))
(- (+ (log (+ 1 (* -1 (exp z)))) (* -1 (log (/ -1 y)))) (/ 1 (* y (+ 1 (* -1 (exp z))))))
(+ (log (+ 1 (* -1 (exp z)))) (+ (* -1 (log (/ -1 y))) (* -1 (/ (+ (* 1/2 (/ 1 (* y (pow (+ 1 (* -1 (exp z))) 2)))) (/ 1 (+ 1 (* -1 (exp z))))) y))))
(+ (log (+ 1 (* -1 (exp z)))) (+ (* -1 (log (/ -1 y))) (* -1 (/ (+ (/ 1/3 (* (pow y 2) (pow (+ 1 (* -1 (exp z))) 3))) (+ (/ 1/2 (* y (pow (+ 1 (* -1 (exp z))) 2))) (/ 1 (+ 1 (* -1 (exp z)))))) y))))
(* (pow y 2) (+ (* -1 (/ (- (* -1/2 z) 1) y)) (* -1/2 z)))
(* -1 (* y (+ 1 (* -1 (exp z)))))
(* -1 (* y (- (+ 1 (* -1 (exp z))) (/ 1 y))))
(* (pow y 2) (+ (* -1 (/ (* z (- (* -1/2 z) 1)) y)) (* -1/2 (pow z 2))))
(* -1 (* y (* z (- (* -1/2 z) 1))))
(* -1 (* y (- (* z (- (* -1/2 z) 1)) (/ 1 y))))
(+ x (* -1 (/ (* y z) t)))
(+ x (* z (- (* -1/2 (/ (* z (+ y (* -1 (pow y 2)))) t)) (/ y t))))
(+ x (* z (- (* z (- (* -1/6 (/ (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3))))) t)) (* 1/2 (/ (+ y (* -1 (pow y 2))) t)))) (/ y t))))
(/ (* y z) t)
(* z (+ (* 1/2 (/ (* z (+ y (* -1 (pow y 2)))) t)) (/ y t)))
(* z (+ (* z (+ (* 1/6 (/ (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3))))) t)) (* 1/2 (/ (+ y (* -1 (pow y 2))) t)))) (/ y t)))
(* z (+ (* z (+ (* 1/2 (/ (+ y (* -1 (pow y 2))) t)) (* z (+ (* 1/24 (/ (* z (+ y (+ (* -6 (pow y 4)) (+ (* -4 (pow y 2)) (+ (* -3 (pow y 2)) (* 12 (pow y 3))))))) t)) (* 1/6 (/ (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))) t)))))) (/ y t)))
(* z (+ (* 1/2 (/ (* y z) t)) (/ y t)))
(* z (+ (* z (+ (* 1/6 (/ (* y z) t)) (* 1/2 (/ y t)))) (/ y t)))
(* z (+ (* z (+ (* 1/2 (/ y t)) (* z (+ (* 1/24 (/ (* y z) t)) (* 1/6 (/ y t)))))) (/ y t)))
(/ z t)
(* z (+ (* 1/2 (/ z t)) (/ 1 t)))
(* z (+ (* z (+ (* 1/6 (/ z t)) (* 1/2 (/ 1 t)))) (/ 1 t)))
(* z (+ (* z (+ (* z (+ (* 1/24 (/ z t)) (* 1/6 (/ 1 t)))) (* 1/2 (/ 1 t)))) (/ 1 t)))
(* z (+ y (* 1/2 (* z (+ y (* -1 (pow y 2)))))))
(* z (+ y (* z (+ (* 1/6 (* z (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))))) (* 1/2 (+ y (* -1 (pow y 2))))))))
(* z (+ y (* z (+ (* 1/2 (+ y (* -1 (pow y 2)))) (* z (+ (* 1/24 (* z (+ y (+ (* -6 (pow y 4)) (+ (* -4 (pow y 2)) (+ (* -3 (pow y 2)) (* 12 (pow y 3)))))))) (* 1/6 (+ y (+ (* -3 (pow y 2)) (* 2 (pow y 3)))))))))))
y
(+ y (* -1/2 (* z (- (pow y 2) y))))
(* z (+ y (* 1/2 (* y z))))
(* z (+ y (* z (+ (* 1/6 (* y z)) (* 1/2 y)))))
(* z (+ y (* z (+ (* 1/2 y) (* z (+ (* 1/24 (* y z)) (* 1/6 y)))))))
(+ 1 (* y z))
(+ 1 (* z (+ y (* 1/2 (* y z)))))
(+ 1 (* z (+ y (* z (+ (* 1/6 (* y z)) (* 1/2 y))))))
z
(* z (+ 1 (* 1/2 z)))
(* z (+ 1 (* z (+ 1/2 (* 1/6 z)))))
(* z (+ 1 (* z (+ 1/2 (* z (+ 1/6 (* 1/24 z)))))))
(* z (+ y (* -1/2 (* z (- (pow y 2) y)))))
(/ (log (- (+ 1 (* y (exp z))) y)) t)
(/ (- (exp z) 1) t)
(log (- (+ 1 (* y (exp z))) y))
(* -1/2 (* z (- (pow y 2) y)))
(* z (+ (* -1/2 (- (pow y 2) y)) (/ y z)))
(- (+ 1 (* y (exp z))) y)
(- (exp z) 1)
(* -1/2 (* (pow z 2) (- (pow y 2) y)))
(* (pow z 2) (+ (* -1/2 (- (pow y 2) y)) (/ y z)))
(* 1/2 (* y (pow z 2)))
(* (pow z 2) (+ (* 1/2 y) (/ y z)))
(* (pow z 2) (+ (* 1/2 y) (+ (/ 1 (pow z 2)) (/ y z))))
(* -1 (* z (+ (* -1 (/ y z)) (* 1/2 (- (pow y 2) y)))))
(* (pow z 2) (+ (* -1 (/ (- (* -1 y) (/ 1 z)) z)) (* 1/2 y)))
(/ (- (* t x) (log (- (+ 1 (* y (exp z))) y))) t)
(+ x (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)))

Outputs
(* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t))
(/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) (neg.f64 t))
(- x (/ (log (- (+ 1 (* y (exp z))) y)) t))
(-.f64 x (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) t))
x
(* x (+ 1 (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x)
(* -1 (* x (- (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)) 1)))
(fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x)
(+ x (* y (- (/ 1 t) (/ (exp z) t))))
(fma.f64 (-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (exp.f64 z) t)) y x)
(+ x (* y (- (+ (* 1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ 1 t)) (/ (exp z) t))))
(fma.f64 (-.f64 (/.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) (pow.f64 (expm1.f64 z) #s(literal 2 binary64)) #s(literal 1 binary64)) t) (/.f64 (exp.f64 z) t)) y x)
(+ x (* y (- (+ (* y (- (* -1/3 (/ (* y (pow (- (exp z) 1) 3)) t)) (* -1/2 (/ (pow (- (exp z) 1) 2) t)))) (/ 1 t)) (/ (exp z) t))))
(fma.f64 (fma.f64 (/.f64 (fma.f64 #s(literal 1/2 binary64) (pow.f64 (expm1.f64 z) #s(literal 2 binary64)) (.f64 (.f64 (pow.f64 (expm1.f64 z) #s(literal 3 binary64)) y) #s(literal -1/3 binary64))) t) y (-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (exp.f64 z) t))) y x)
(/ (* y (- (exp z) 1)) t)
(/.f64 (*.f64 (expm1.f64 z) y) t)
(* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ (exp z) t)) (/ 1 t)))
(.f64 (/.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 (expm1.f64 z) #s(literal 2 binary64)) y) (expm1.f64 z)) t) y)
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) t)))) (/ (exp z) t)) (/ 1 t)))
(.f64 (fma.f64 (/.f64 (fma.f64 #s(literal 1/3 binary64) (.f64 (pow.f64 (expm1.f64 z) #s(literal 3 binary64)) y) (*.f64 #s(literal -1/2 binary64) (pow.f64 (expm1.f64 z) #s(literal 2 binary64)))) t) y (/.f64 (expm1.f64 z) t)) y)
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* y (+ (* -1/4 (/ (* y (pow (- (exp z) 1) 4)) t)) (* 1/3 (/ (pow (- (exp z) 1) 3) t)))))) (/ (exp z) t)) (/ 1 t)))
(.f64 (fma.f64 (/.f64 (fma.f64 (fma.f64 (.f64 (pow.f64 (expm1.f64 z) #s(literal 4 binary64)) y) #s(literal -1/4 binary64) (.f64 #s(literal 1/3 binary64) (pow.f64 (expm1.f64 z) #s(literal 3 binary64)))) y (.f64 #s(literal -1/2 binary64) (pow.f64 (expm1.f64 z) #s(literal 2 binary64)))) t) y (/.f64 (expm1.f64 z) t)) y)
(* y (- (exp z) 1))
(*.f64 (expm1.f64 z) y)
(* y (- (+ (exp z) (* -1/2 (* y (pow (- (exp z) 1) 2)))) 1))
(.f64 (fma.f64 #s(literal -1/2 binary64) (.f64 (pow.f64 (expm1.f64 z) #s(literal 2 binary64)) y) (expm1.f64 z)) y)
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* 1/3 (* y (pow (- (exp z) 1) 3)))))) 1))
(.f64 (fma.f64 (fma.f64 #s(literal 1/3 binary64) (.f64 (pow.f64 (expm1.f64 z) #s(literal 3 binary64)) y) (*.f64 #s(literal -1/2 binary64) (pow.f64 (expm1.f64 z) #s(literal 2 binary64)))) y (expm1.f64 z)) y)
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* y (+ (* -1/4 (* y (pow (- (exp z) 1) 4))) (* 1/3 (pow (- (exp z) 1) 3))))))) 1))
(.f64 (fma.f64 (fma.f64 (fma.f64 (.f64 (pow.f64 (expm1.f64 z) #s(literal 4 binary64)) y) #s(literal -1/4 binary64) (.f64 #s(literal 1/3 binary64) (pow.f64 (expm1.f64 z) #s(literal 3 binary64)))) y (.f64 #s(literal -1/2 binary64) (pow.f64 (expm1.f64 z) #s(literal 2 binary64)))) y (expm1.f64 z)) y)
(* y z)
(*.f64 z y)
(* y (+ 1 (* 1/2 z)))
(*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)
(* y (+ 1 (+ (* -1/2 (* y z)) (* 1/2 z))))
(*.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y)
1
#s(literal 1 binary64)
(+ 1 (* y (- (exp z) 1)))
(fma.f64 (expm1.f64 z) y #s(literal 1 binary64))
(* y (* z (+ 1 (* 1/2 z))))
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(.f64 (.f64 (fma.f64 (-.f64 (*.f64 y y) y) #s(literal -1/2 binary64) (/.f64 y z)) z) z)
(* 1/2 (* y (pow z 2)))
(.f64 (.f64 (*.f64 z z) #s(literal 1/2 binary64)) y)
(* (pow z 2) (+ (* 1/2 y) (/ y z)))
(.f64 (.f64 (fma.f64 #s(literal 1/2 binary64) y (/.f64 y z)) z) z)
(* (pow z 2) (+ (* 1/2 y) (+ (/ 1 (pow z 2)) (/ y z))))
(.f64 (fma.f64 #s(literal 1/2 binary64) y (/.f64 (+.f64 (/.f64 #s(literal 1 binary64) z) y) z)) (.f64 z z))
(* -1 (* z (+ (* -1 (/ y z)) (* 1/2 (- (pow y 2) y)))))
(.f64 (fma.f64 (-.f64 (.f64 y y) y) #s(literal -1/2 binary64) (/.f64 y z)) z)
(* (pow z 2) (+ (* -1 (/ (- (* -1 y) (/ 1 z)) z)) (* 1/2 y)))
(.f64 (fma.f64 #s(literal 1/2 binary64) y (/.f64 (-.f64 (neg.f64 y) (/.f64 #s(literal 1 binary64) z)) (neg.f64 z))) (.f64 z z))
(/ (- (* t x) (log (- (+ 1 (* y (exp z))) y))) t)
(/.f64 (-.f64 (.f64 t x) (log1p.f64 (.f64 (expm1.f64 z) y))) t)
(+ x (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)))
(-.f64 x (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) t))

rewrite205.0ms (1.6%)

Memory

-23.9MiB live, 224.7MiB allocated; 69ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	40	334
0	66	334
1	249	334
2	2006	334
0	9231	314

Stop Event

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

Counts

23 → 292

Calls

Call 1

Inputs
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y))
(*.f64 (/.f64 (expm1.f64 z) t) y)
(/.f64 (expm1.f64 z) t)
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
(*.f64 z y)
(fma.f64 (*.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y)
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y))
(*.f64 (expm1.f64 z) y)
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))
(expm1.f64 z)
(.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)
(fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64))

Outputs
(/.f64 (neg.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)) x))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x) (.f64 x x)))))
(/.f64 (-.f64 (.f64 (.f64 x x) (+.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x)) (.f64 (+.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x) (pow.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) #s(literal 2 binary64)))) (.f64 (+.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)) x)))
(/.f64 (-.f64 (.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x) (.f64 x x))) (.f64 (fma.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x) (.f64 x x)) (pow.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) #s(literal 3 binary64)))) (.f64 (fma.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x) (.f64 x x)) (fma.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x) (.f64 x x))))
(/.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) #s(literal 2 binary64)))) (neg.f64 (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)) x)))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) #s(literal 3 binary64)))) (neg.f64 (fma.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x) (.f64 x x))))
(/.f64 (-.f64 (.f64 x x) (pow.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) #s(literal 2 binary64))) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)) x))
(/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) #s(literal 3 binary64))) (fma.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x) (.f64 x x)))
(-.f64 (/.f64 (.f64 x x) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x)) (/.f64 (pow.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) #s(literal 2 binary64)) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)) x)))
(-.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x) (.f64 x x))) (/.f64 (pow.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) #s(literal 3 binary64)) (fma.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x) (.f64 x x))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))
(+.f64 (/.f64 (.f64 x x) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y)) x)) (/.f64 (.f64 (neg.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y))) #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y))) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)) x)))
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y))
(*.f64 (/.f64 (expm1.f64 z) t) y)
(*.f64 (expm1.f64 z) (/.f64 y t))
(*.f64 y (/.f64 (expm1.f64 z) t))
(/.f64 (neg.f64 (*.f64 (neg.f64 (expm1.f64 z)) y)) (neg.f64 (neg.f64 t)))
(/.f64 (neg.f64 (*.f64 y (neg.f64 (expm1.f64 z)))) (neg.f64 (neg.f64 t)))
(/.f64 (neg.f64 (neg.f64 (*.f64 (expm1.f64 z) y))) (neg.f64 (neg.f64 t)))
(/.f64 (*.f64 (neg.f64 (expm1.f64 z)) y) (neg.f64 t))
(/.f64 (*.f64 y (neg.f64 (expm1.f64 z))) (neg.f64 t))
(/.f64 (neg.f64 (*.f64 (expm1.f64 z) y)) (neg.f64 t))
(/.f64 (*.f64 (expm1.f64 z) y) t)
(*.f64 (/.f64 (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64))) (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64)))) (/.f64 (expm1.f64 z) t))
(*.f64 (/.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) (-.f64 (exp.f64 z) #s(literal -1 binary64))) (/.f64 (expm1.f64 z) t))
(/.f64 (neg.f64 (-.f64 (pow.f64 (/.f64 (exp.f64 z) t) #s(literal 2 binary64)) (pow.f64 t #s(literal -2 binary64)))) (neg.f64 (/.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) t)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (/.f64 (exp.f64 z) t) #s(literal 3 binary64)) (pow.f64 t #s(literal -3 binary64)))) (neg.f64 (+.f64 (pow.f64 (/.f64 (exp.f64 z) t) #s(literal 2 binary64)) (+.f64 (pow.f64 t #s(literal -2 binary64)) (*.f64 (/.f64 (exp.f64 z) t) (pow.f64 t #s(literal -1 binary64)))))))
(/.f64 (neg.f64 (neg.f64 (neg.f64 (expm1.f64 z)))) (neg.f64 (neg.f64 (neg.f64 t))))
(/.f64 (neg.f64 (-.f64 (.f64 (exp.f64 z) t) (.f64 t #s(literal 1 binary64)))) (neg.f64 (*.f64 t t)))
(/.f64 (-.f64 (.f64 (neg.f64 (exp.f64 z)) (neg.f64 t)) (.f64 (neg.f64 t) #s(literal -1 binary64))) (*.f64 t t))
(/.f64 (-.f64 (.f64 (neg.f64 (exp.f64 z)) t) (.f64 (neg.f64 t) #s(literal 1 binary64))) (*.f64 (neg.f64 t) t))
(/.f64 (-.f64 (.f64 (exp.f64 z) (neg.f64 t)) (.f64 t #s(literal -1 binary64))) (*.f64 t (neg.f64 t)))
(/.f64 (-.f64 (neg.f64 (exp.f64 z)) #s(literal -1 binary64)) (neg.f64 t))
(/.f64 (-.f64 (pow.f64 (/.f64 (exp.f64 z) t) #s(literal 2 binary64)) (pow.f64 t #s(literal -2 binary64))) (/.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) t))
(/.f64 (-.f64 (pow.f64 (/.f64 (exp.f64 z) t) #s(literal 3 binary64)) (pow.f64 t #s(literal -3 binary64))) (+.f64 (pow.f64 (/.f64 (exp.f64 z) t) #s(literal 2 binary64)) (+.f64 (pow.f64 t #s(literal -2 binary64)) (*.f64 (/.f64 (exp.f64 z) t) (pow.f64 t #s(literal -1 binary64))))))
(/.f64 (neg.f64 (neg.f64 (expm1.f64 z))) (neg.f64 (neg.f64 t)))
(/.f64 (neg.f64 (expm1.f64 (+.f64 z z))) (neg.f64 (*.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) t)))
(/.f64 (neg.f64 (expm1.f64 (.f64 z #s(literal 3 binary64)))) (neg.f64 (.f64 (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64))) t)))
(/.f64 (-.f64 (.f64 (exp.f64 z) t) (.f64 t #s(literal 1 binary64))) (*.f64 t t))
(/.f64 (expm1.f64 (+.f64 z z)) (*.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) t))
(/.f64 (expm1.f64 (.f64 z #s(literal 3 binary64))) (.f64 (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64))) t))
(/.f64 (neg.f64 (expm1.f64 z)) (neg.f64 t))
(/.f64 (expm1.f64 z) t)
(neg.f64 (/.f64 (neg.f64 (expm1.f64 z)) t))
(neg.f64 (/.f64 (expm1.f64 z) (neg.f64 t)))
(-.f64 (/.f64 (pow.f64 (/.f64 (exp.f64 z) t) #s(literal 2 binary64)) (/.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) t)) (/.f64 (pow.f64 t #s(literal -2 binary64)) (/.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) t)))
(-.f64 (/.f64 (pow.f64 (/.f64 (exp.f64 z) t) #s(literal 3 binary64)) (+.f64 (pow.f64 (/.f64 (exp.f64 z) t) #s(literal 2 binary64)) (+.f64 (pow.f64 t #s(literal -2 binary64)) (.f64 (/.f64 (exp.f64 z) t) (pow.f64 t #s(literal -1 binary64)))))) (/.f64 (pow.f64 t #s(literal -3 binary64)) (+.f64 (pow.f64 (/.f64 (exp.f64 z) t) #s(literal 2 binary64)) (+.f64 (pow.f64 t #s(literal -2 binary64)) (.f64 (/.f64 (exp.f64 z) t) (pow.f64 t #s(literal -1 binary64)))))))
(-.f64 (/.f64 (.f64 (exp.f64 z) t) (.f64 t t)) (/.f64 (.f64 t #s(literal 1 binary64)) (.f64 t t)))
(-.f64 (/.f64 (pow.f64 (exp.f64 z) #s(literal 2 binary64)) (.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) t)) (/.f64 #s(literal 1 binary64) (.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) t)))
(-.f64 (/.f64 (pow.f64 (exp.f64 z) #s(literal 3 binary64)) (.f64 (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64))) t)) (/.f64 #s(literal 1 binary64) (.f64 (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64))) t)))
(-.f64 (/.f64 (/.f64 (pow.f64 (exp.f64 z) #s(literal 2 binary64)) (-.f64 (exp.f64 z) #s(literal -1 binary64))) t) (/.f64 (pow.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) #s(literal -1 binary64)) t))
(-.f64 (/.f64 (/.f64 (pow.f64 (exp.f64 z) #s(literal 3 binary64)) (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64)))) t) (/.f64 (pow.f64 (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64))) #s(literal -1 binary64)) t))
(-.f64 (/.f64 (exp.f64 z) t) (pow.f64 t #s(literal -1 binary64)))
(+.f64 (/.f64 (pow.f64 (exp.f64 z) #s(literal 2 binary64)) (.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) t)) (/.f64 #s(literal -1 binary64) (.f64 (-.f64 (exp.f64 z) #s(literal -1 binary64)) t)))
(+.f64 (/.f64 (pow.f64 (exp.f64 z) #s(literal 3 binary64)) (.f64 (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64))) t)) (/.f64 #s(literal -1 binary64) (.f64 (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64))) t)))
(+.f64 (/.f64 (cosh.f64 z) t) (/.f64 (-.f64 (sinh.f64 z) #s(literal 1 binary64)) t))
(+.f64 (/.f64 (exp.f64 z) t) (/.f64 #s(literal -1 binary64) t))
(/.f64 (neg.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x) (.f64 x x)))))
(/.f64 (-.f64 (.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t) x)) (.f64 (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t) x) (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) #s(literal 2 binary64)))) (.f64 (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t) x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x)))
(/.f64 (-.f64 (.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x) (.f64 x x))) (.f64 (fma.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x) (.f64 x x)) (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t) #s(literal 3 binary64)))) (.f64 (fma.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x) (.f64 x x)) (fma.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x) (.f64 x x))))
(/.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) #s(literal 2 binary64)))) (neg.f64 (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x)))
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eval53.0ms (0.4%)

Memory: 11.3MiB live, 102.9MiB allocated; 7ms collecting garbage
Compiler: Compiled 18 252 to 2 298 computations (87.4% saved)

prune23.0ms (0.2%)

Memory

-11.6MiB live, 40.8MiB allocated; 8ms collecting garbage

Pruning

19 alts after pruning (16 fresh and 3 done)

	Pruned	Kept	Total
New	416	10	426
Fresh	1	6	7
Picked	2	3	5
Done	0	0	0
Total	419	19	438

Accuracy

99.6%

Counts

438 → 19

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	61.5%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t))
✓	58.9%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
	68.7%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
	37.7%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (*.f64 (expm1.f64 z) y))) t))
	6.8%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(approx (+ (* (+ (* (* z y) 1/2) y) z) 1) (.f64 (.f64 (*.f64 z z) #s(literal 1/2 binary64)) y)))) t))
	69.8%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))
	69.8%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 (.f64 #s(literal -1/2 binary64) z) y) y (fma.f64 (.f64 (neg.f64 y) z) #s(literal -1/2 binary64) y)) z)) t))
	69.8%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t))
✓	84.7%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
	72.2%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)) z)) t))
	67.5%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)) y) y)) z)) t))
▶	55.0%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t))
✓	76.1%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
▶	77.9%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
	72.9%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) t) z)) y)))
	70.3%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y) t) z))))
▶	45.0%	(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x)))
▶	84.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x))
	31.6%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) (neg.f64 t)))

Compiler

Compiled 1 040 to 713 computations (31.4% saved)

simplify184.0ms (1.4%)

Memory

2.7MiB live, 139.2MiB allocated; 12ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64))))
cost-diff	0	(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t)
cost-diff	0	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t))
cost-diff	2	(fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y))
cost-diff	0	(+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t) x)
cost-diff	0	(*.f64 x x)
cost-diff	0	(/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
cost-diff	9	(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x)))
cost-diff	0	(.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)
cost-diff	0	#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z))
cost-diff	0	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t)
cost-diff	0	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t))
cost-diff	0	#s(approx (/ (- (exp z) 1) t) (/.f64 z t))
cost-diff	0	(*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)
cost-diff	0	#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y))
cost-diff	0	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
cost-diff	0	(/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))
cost-diff	0	(neg.f64 x)
cost-diff	0	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x))
cost-diff	4	(fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x)

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	62	697
0	99	679
1	182	671
2	481	666
3	1565	662
4	3961	658
0	8837	599

Stop Event

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

Calls

Call 1

Inputs
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x))
(fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x)
(neg.f64 x)
x
(/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))
(log1p.f64 (*.f64 (expm1.f64 z) y))
(*.f64 (expm1.f64 z) y)
(expm1.f64 z)
z
y
(*.f64 t x)
t
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
x
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y))
(*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)
#s(approx (/ (- (exp z) 1) t) (/.f64 z t))
(/.f64 z t)
z
t
y
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t))
x
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z))
(.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)
#s(approx (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z))
(.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)
(.f64 (.f64 #s(literal -1/2 binary64) y) y)
(*.f64 #s(literal -1/2 binary64) y)
#s(literal -1/2 binary64)
y
z
t
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x)))
(/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
(*.f64 x x)
x
(+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t) x)
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
(*.f64 z y)
z
y
t
(/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
(.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t))
(neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t))
x
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64))
(fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y)
(fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y))
#s(literal 1/6 binary64)
(*.f64 z y)
z
y
(*.f64 #s(literal 1/2 binary64) y)
#s(literal 1/2 binary64)
#s(literal 1 binary64)
t

Outputs
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (-.f64 x (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) t)))
(fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x)
(-.f64 x (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) t))
(neg.f64 x)
x
(/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))
(log1p.f64 (*.f64 (expm1.f64 z) y))
(*.f64 (expm1.f64 z) y)
(expm1.f64 z)
z
y
(*.f64 t x)
t
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
x
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y))
(*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)
#s(approx (/ (- (exp z) 1) t) (/.f64 z t))
(/.f64 z t)
z
t
y
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t))
x
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z))
(.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)
#s(approx (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z))
(.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)
(.f64 (.f64 #s(literal -1/2 binary64) y) y)
(*.f64 #s(literal -1/2 binary64) y)
#s(literal -1/2 binary64)
y
z
t
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x)))
(/.f64 (fma.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) (.f64 (neg.f64 t) t)) #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) (.f64 x x)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t) x))
(/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
(*.f64 x x)
x
(+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t) x)
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
(*.f64 z y)
z
y
t
(/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
(/.f64 (.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) (.f64 (neg.f64 t) t)) #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y))) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
(.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t))
(.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) (.f64 (neg.f64 t) t)) #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)))
(neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) (neg.f64 t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z #s(literal 1 binary64)))) t))
x
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t)
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64))))
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z #s(literal 1 binary64)))
(fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64))
(fma.f64 (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z #s(literal 1 binary64))
(fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y)
(*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y)
(fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y))
(*.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) y)
#s(literal 1/6 binary64)
(*.f64 z y)
z
y
(*.f64 #s(literal 1/2 binary64) y)
#s(literal 1/2 binary64)
#s(literal 1 binary64)
t

localize466.0ms (3.6%)

Memory

-17.9MiB live, 419.0MiB allocated; 63ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.08203125	(fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y))
accuracy	3.7204307270692056	(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t)
accuracy	16.589545080794725	#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))
accuracy	36.14420139955308	(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64))))
accuracy	3.7204307270692056	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
accuracy	7.778195264932269	(/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
accuracy	22.414761402124178	#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
accuracy	23.742058679969162	(/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
accuracy	3.7204307270692056	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t)
accuracy	7.241837729210947	(.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)
accuracy	23.167299991669946	#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z))
accuracy	48.372546800333964	#s(approx (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z))
accuracy	0.0	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
accuracy	3.1705447211589446	(*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)
accuracy	13.684761118459427	#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y))
accuracy	17.348461719729578	#s(approx (/ (- (exp z) 1) t) (/.f64 z t))
accuracy	0.0078125	(*.f64 (expm1.f64 z) y)
accuracy	0.4841369469205088	(log1p.f64 (*.f64 (expm1.f64 z) y))
accuracy	3.351959667002715	(fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x)
accuracy	8.54157362350249	(/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))

Samples

238.0ms	165×	1	valid
126.0ms	55×	2	valid
31.0ms	36×	0	valid

Compiler

Compiled 481 to 53 computations (89% saved)

Precisions

Click to see histograms. Total time spent on operations: 301.0ms

ival-mult: 124.0ms (41.2% of total)

ival-log: 52.0ms (17.3% of total)

adjust: 38.0ms (12.6% of total)

ival-exp: 23.0ms (7.6% of total)

ival-div: 17.0ms (5.7% of total)

ival-add: 16.0ms (5.3% of total)

ival-expm1: 12.0ms (4% of total)

ival-sub: 6.0ms (2% of total)

const: 5.0ms (1.7% of total)

ival-neg: 4.0ms (1.3% of total)

ival-log1p: 4.0ms (1.3% of total)

exact: 1.0ms (0.3% of total)

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

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

series415.0ms (3.2%)

Memory

44.0MiB live, 457.4MiB allocated; 93ms collecting garbage

Counts

28 → 236

Calls

Call 1

Inputs
(fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x)
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x))
(neg.f64 x)
(/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y))
(*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)
#s(approx (/ (- (exp z) 1) t) (/.f64 z t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z))
(.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x)))
(/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
(*.f64 x x)
(+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t) x)
(fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t))
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64))))
(log1p.f64 (*.f64 (expm1.f64 z) y))
(*.f64 (expm1.f64 z) y)
#s(approx (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z))
(.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
(/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))

Outputs
(* -1 (/ (log (+ 1 (* y (- (exp z) 1)))) t))
(+ x (* -1 (/ (log (+ 1 (* y (- (exp z) 1)))) t)))
(* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t))
(- x (/ (log (- (+ 1 (* y (exp z))) y)) t))
(* -1 x)
(/ (log (+ 1 (* y (- (exp z) 1)))) (* t x))
(+ x (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)))
(+ (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)) (* x (+ 1 (* x (+ (* -1 (/ t (log (- (+ 1 (* y (exp z))) y)))) (/ t (log (- (+ 1 (* y (exp z))) y))))))))
(/ (* t (pow x 2)) (log (- (+ 1 (* y (exp z))) y)))
(* (pow x 2) (+ (* -1 (/ (* (pow t 2) x) (pow (log (- (+ 1 (* y (exp z))) y)) 2))) (/ t (log (- (+ 1 (* y (exp z))) y)))))
(* (pow x 2) (+ (* x (- (/ (* (pow t 3) x) (pow (log (- (+ 1 (* y (exp z))) y)) 3)) (/ (pow t 2) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))) (/ t (log (- (+ 1 (* y (exp z))) y)))))
(* (pow x 2) (+ (* x (- (* x (- (* -1 (/ (* (pow t 4) x) (pow (log (- (+ 1 (* y (exp z))) y)) 4))) (* -1 (/ (pow t 3) (pow (log (- (+ 1 (* y (exp z))) y)) 3))))) (/ (pow t 2) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))) (/ t (log (- (+ 1 (* y (exp z))) y)))))
(pow x 2)
(/ (log (- (+ 1 (* y (exp z))) y)) t)
(+ x (/ (log (- (+ 1 (* y (exp z))) y)) t))
(+ (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)) (* x (+ 1 (* -1 (/ (* t x) (log (- (+ 1 (* y (exp z))) y)))))))
(+ (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)) (* x (+ 1 (* x (+ (* -1 (/ t (log (- (+ 1 (* y (exp z))) y)))) (/ (* (pow t 2) x) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))))))
x
(* x (+ 1 (* -1 (/ (log (+ 1 (* y (- (exp z) 1)))) (* t x)))))
(* x (+ 1 (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(* x (- (+ 1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) (pow x 2)))) (/ (log (- (+ 1 (* y (exp z))) y)) (* t x))))
(* x (- (+ 1 (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) (pow x 3))))) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) (pow x 2)))) (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(* x (+ 1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x))))
(* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) x)))
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x))) x)
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 4) (pow x 2)))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x)))) x)
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 4) (pow x 2)))) (+ (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 5) (* (pow t 5) (pow x 3)))))) x)
(* -1 (* x (- (/ (log (+ 1 (* y (- (exp z) 1)))) (* t x)) 1)))
(* -1 (* x (- (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)) 1)))
(* -1 (* x (- (* -1 (/ (- (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) x)) (/ (log (- (+ 1 (* y (exp z))) y)) t)) x)) 1)))
(* -1 (* x (- (* -1 (/ (- (* -1 (/ (- (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x)) (/ (log (- (+ 1 (* y (exp z))) y)) t)) x)) 1)))
(* -1 (* x (- (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x))) 1)))
(* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x))
(* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 4) x))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (pow t 3))) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x))
(* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 5) (* (pow t 5) x))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (pow t 4))) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (pow t 3))) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x))
(+ x (* -1 (/ (* y (- (exp z) 1)) t)))
(+ x (* y (+ (* -1 (/ (- (exp z) 1) t)) (* 1/2 (/ (* y (pow (- (exp z) 1) 2)) t)))))
(+ x (* y (+ (* -1 (/ (- (exp z) 1) t)) (* y (+ (* -1/3 (/ (* y (pow (- (exp z) 1) 3)) t)) (* 1/2 (/ (pow (- (exp z) 1) 2) t)))))))
(+ x (* y (- (/ 1 t) (/ (exp z) t))))
(+ x (* y (- (+ (* 1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (* -1/3 (/ (* y (pow (- (exp z) 1) 3)) t)) (* -1/2 (/ (pow (- (exp z) 1) 2) t)))) (/ 1 t)) (/ (exp z) t))))
(/ (* y (- (exp z) 1)) (* t x))
(* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) (* t x))) (/ (exp z) (* t x))) (/ 1 (* t x))))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) (* t x))) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) (* t x))))) (/ (exp z) (* t x))) (/ 1 (* t x))))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) (* t x))) (* y (+ (* -1/4 (/ (* y (pow (- (exp z) 1) 4)) (* t x))) (* 1/3 (/ (pow (- (exp z) 1) 3) (* t x))))))) (/ (exp z) (* t x))) (/ 1 (* t x))))
(/ (* y (- (exp z) 1)) t)
(* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) t)))) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* y (+ (* -1/4 (/ (* y (pow (- (exp z) 1) 4)) t)) (* 1/3 (/ (pow (- (exp z) 1) 3) t)))))) (/ (exp z) t)) (/ 1 t)))
(* y (- (exp z) 1))
(* y (- (+ (exp z) (* -1/2 (* y (pow (- (exp z) 1) 2)))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* 1/3 (* y (pow (- (exp z) 1) 3)))))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* y (+ (* -1/4 (* y (pow (- (exp z) 1) 4))) (* 1/3 (pow (- (exp z) 1) 3))))))) 1))
(* y (* z (+ 1 (* 1/2 z))))
(* y (+ (* -1/2 (* y (pow z 2))) (* z (+ 1 (* 1/2 z)))))
(+ x (* y (- (+ (* y (- (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x))) (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (+ (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x))) (* y (- (* -1 (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2))))) (+ (* -1 (/ (* (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)) (- (/ (exp z) t) (/ 1 t))) x)) (+ (* -1/2 (/ (* (pow (- (exp z) 1) 2) (- (/ 1 t) (/ (exp z) t))) (* t x))) (* 1/3 (/ (pow (- (exp z) 1) 3) t))))))) (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* -1 (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (* -1 (* y (+ (* -1 (/ (* (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)) (- (/ (exp z) t) (/ 1 t))) x)) (+ (* -1/2 (/ (* (pow (- (exp z) 1) 2) (- (/ 1 t) (/ (exp z) t))) (* t x))) (* 1/3 (/ (pow (- (exp z) 1) 3) t)))))) (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (/ (exp z) t) (/ 1 t))))
(+ x (* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ (exp z) t)) (/ 1 t))))
(+ x (* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) t)))) (/ (exp z) t)) (/ 1 t))))
(* y (+ 1/2 (* 1/6 z)))
(* y (+ 1 (* 1/2 z)))
(* y (+ 1 (+ (* -1/2 (* y z)) (* 1/2 z))))
(* -1/2 (* (pow y 2) z))
(* -1 (/ (* (pow y 2) (pow (- (exp z) 1) 2)) (* (pow t 2) x)))
(* (pow y 2) (+ (* -1 (* y (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2)))))) (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x)))))
(* (pow y 2) (+ (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x))) (* y (+ (* -1 (* y (- (+ (* 1/4 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x))) (* 2/3 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x)))) (+ (* -1/2 (/ (pow (- (exp z) 1) 4) (* (pow t 3) (pow x 2)))) (/ (* (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2)))) (- (/ (exp z) t) (/ 1 t))) x))))) (* -1 (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2)))))))))
(* (pow y 2) (+ (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x))) (* y (+ (* -1 (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2))))) (* y (+ (* -1 (* y (- (+ (* -1/2 (/ (pow (- (exp z) 1) 5) (* (pow t 2) x))) (* -1/3 (/ (pow (- (exp z) 1) 5) (* (pow t 2) x)))) (+ (* -1/2 (/ (* (pow (- (exp z) 1) 2) (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2))))) (* t x))) (+ (* 1/3 (/ (pow (- (exp z) 1) 5) (* (pow t 3) (pow x 2)))) (/ (* (- (+ (* 1/4 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x))) (* 2/3 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x)))) (+ (* -1/2 (/ (pow (- (exp z) 1) 4) (* (pow t 3) (pow x 2)))) (/ (* (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2)))) (- (/ (exp z) t) (/ 1 t))) x))) (- (/ (exp z) t) (/ 1 t))) x)))))) (* -1 (- (+ (* 1/4 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x))) (* 2/3 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x)))) (+ (* -1/2 (/ (pow (- (exp z) 1) 4) (* (pow t 3) (pow x 2)))) (/ (* (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2)))) (- (/ (exp z) t) (/ 1 t))) x))))))))))
1
(+ 1 (* y (- (exp z) 1)))
(+ x (* -1 (/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)))
(- (+ x (* -1 (/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t))) (/ 1 (* t (* y (- (exp z) 1)))))
(- (+ x (+ (* -1 (/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)) (/ 1/2 (* t (* (pow y 2) (pow (- (exp z) 1) 2)))))) (/ 1 (* t (* y (- (exp z) 1)))))
(- (+ x (+ (* -1 (/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)) (* 1/2 (/ 1 (* t (* (pow y 2) (pow (- (exp z) 1) 2))))))) (+ (/ 1 (* t (* y (- (exp z) 1)))) (* 1/3 (/ 1 (* t (* (pow y 3) (pow (- (exp z) 1) 3)))))))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (/ (log (- (exp z) 1)) t)))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))))
(- (+ x (/ 1/2 (* t (* (pow y 2) (pow (- (exp z) 1) 2))))) (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))))
(- (+ x (* 1/2 (/ 1 (* t (* (pow y 2) (pow (- (exp z) 1) 2)))))) (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (+ (* 1/3 (/ 1 (* t (* (pow y 3) (pow (- (exp z) 1) 3))))) (/ (log (- (exp z) 1)) t)))))
(/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) (* t x))
(+ (* -1 (/ (log (/ 1 y)) (* t x))) (+ (/ 1 (* t (* x (* y (- (exp z) 1))))) (/ (log (- (exp z) 1)) (* t x))))
(- (+ (* -1 (/ (log (/ 1 y)) (* t x))) (+ (/ 1 (* t (* x (* y (- (exp z) 1))))) (/ (log (- (exp z) 1)) (* t x)))) (/ 1/2 (* t (* x (* (pow y 2) (pow (- (exp z) 1) 2))))))
(- (+ (* -1 (/ (log (/ 1 y)) (* t x))) (+ (/ 1 (* t (* x (* y (- (exp z) 1))))) (+ (* 1/3 (/ 1 (* t (* x (* (pow y 3) (pow (- (exp z) 1) 3)))))) (/ (log (- (exp z) 1)) (* t x))))) (* 1/2 (/ 1 (* t (* x (* (pow y 2) (pow (- (exp z) 1) 2)))))))
(/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)
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Calls

12 calls:

Time	Variable		Point	Expression
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55.0ms	z	@	inf	((+ (* (neg x) (/ (log (+ 1 (* (- (exp z) 1) y))) (* t x))) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (neg x) (/ (log (+ 1 (* (- (exp z) 1) y))) (* t x)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) z) (+ (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x))) (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (+ (* 1/6 (* z y)) (* 1/2 y)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (log (+ 1 (* (- (exp z) 1) y))) (* (- (exp z) 1) y) (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (* (* (* -1/2 y) y) z) (log (+ (- 1 y) (* y (exp z)))) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (+ (- 1 y) (* y (exp z))))
53.0ms	t	@	-inf	((+ (* (neg x) (/ (log (+ 1 (* (- (exp z) 1) y))) (* t x))) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (neg x) (/ (log (+ 1 (* (- (exp z) 1) y))) (* t x)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) z) (+ (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x))) (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (+ (* 1/6 (* z y)) (* 1/2 y)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (log (+ 1 (* (- (exp z) 1) y))) (* (- (exp z) 1) y) (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (* (* (* -1/2 y) y) z) (log (+ (- 1 y) (* y (exp z)))) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (+ (- 1 y) (* y (exp z))))
37.0ms	x	@	-inf	((+ (* (neg x) (/ (log (+ 1 (* (- (exp z) 1) y))) (* t x))) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (neg x) (/ (log (+ 1 (* (- (exp z) 1) y))) (* t x)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) z) (+ (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x))) (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (+ (* 1/6 (* z y)) (* 1/2 y)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (log (+ 1 (* (- (exp z) 1) y))) (* (- (exp z) 1) y) (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (* (* (* -1/2 y) y) z) (log (+ (- 1 y) (* y (exp z)))) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (+ (- 1 y) (* y (exp z))))
37.0ms	z	@	0	((+ (* (neg x) (/ (log (+ 1 (* (- (exp z) 1) y))) (* t x))) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (neg x) (/ (log (+ 1 (* (- (exp z) 1) y))) (* t x)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) z) (+ (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x))) (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (+ (* 1/6 (* z y)) (* 1/2 y)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (log (+ 1 (* (- (exp z) 1) y))) (* (- (exp z) 1) y) (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (* (* (* -1/2 y) y) z) (log (+ (- 1 y) (* y (exp z)))) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (+ (- 1 y) (* y (exp z))))

simplify554.0ms (4.2%)

Memory

-93.5MiB live, 162.2MiB allocated; 754ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1487	14794
1	5171	13737
0	8050	12014

Stop Event

1×	iter limit
1×	node limit

Counts

236 → 234

Calls

Call 1

Inputs
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(pow x 2)
(/ (log (- (+ 1 (* y (exp z))) y)) t)
(+ x (/ (log (- (+ 1 (* y (exp z))) y)) t))
(+ (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)) (* x (+ 1 (* -1 (/ (* t x) (log (- (+ 1 (* y (exp z))) y)))))))
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x
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1
(+ 1 (* y (- (exp z) 1)))
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(/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) (* t x))
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(.f64 (fma.f64 (fma.f64 (fma.f64 (neg.f64 z) (-.f64 (/.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 (+.f64 (fma.f64 #s(literal -3 binary64) (.f64 y y) (.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 2 binary64))) y) (fma.f64 (neg.f64 y) y y)) (.f64 #s(literal 1/12 binary64) (.f64 (+.f64 (fma.f64 (pow.f64 y #s(literal 4 binary64)) #s(literal -6 binary64) (fma.f64 #s(literal -4 binary64) (.f64 y y) (fma.f64 #s(literal 12 binary64) (pow.f64 y #s(literal 3 binary64)) (.f64 #s(literal -3 binary64) (.f64 y y))))) y) y))) (.f64 (.f64 t t) x)) (fma.f64 (/.f64 #s(literal 1/6 binary64) (pow.f64 t #s(literal 3 binary64))) (/.f64 (.f64 (+.f64 (fma.f64 #s(literal -3 binary64) (.f64 y y) (.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 2 binary64))) y) (.f64 y y)) (.f64 x x)) (/.f64 (fma.f64 (-.f64 (/.f64 (fma.f64 #s(literal 1/3 binary64) (.f64 (+.f64 (fma.f64 #s(literal -3 binary64) (.f64 y y) (.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 2 binary64))) y) y) (.f64 #s(literal 1/4 binary64) (pow.f64 (fma.f64 (neg.f64 y) y y) #s(literal 2 binary64)))) (.f64 (.f64 t t) x)) (fma.f64 (/.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (/.f64 (.f64 (fma.f64 (neg.f64 y) y y) (.f64 y y)) (.f64 x x)) (.f64 (/.f64 (-.f64 (/.f64 (.f64 (fma.f64 (neg.f64 y) y y) y) (.f64 (.f64 t t) x)) (/.f64 (pow.f64 (/.f64 y t) #s(literal 3 binary64)) (.f64 x x))) t) (/.f64 y x)))) y (.f64 #s(literal 1/2 binary64) (.f64 (-.f64 (/.f64 (.f64 (fma.f64 (neg.f64 y) y y) y) (.f64 (.f64 t t) x)) (/.f64 (pow.f64 (/.f64 y t) #s(literal 3 binary64)) (.f64 x x))) (fma.f64 (neg.f64 y) y y)))) (.f64 t x)))) (neg.f64 (-.f64 (/.f64 (fma.f64 #s(literal 1/3 binary64) (.f64 (+.f64 (fma.f64 #s(literal -3 binary64) (.f64 y y) (.f64 (pow.f64 y #s(literal 3 binary64)) #s(literal 2 binary64))) y) y) (.f64 #s(literal 1/4 binary64) (pow.f64 (fma.f64 (neg.f64 y) y y) #s(literal 2 binary64)))) (.f64 (.f64 t t) x)) (fma.f64 (/.f64 #s(literal 1/2 binary64) (pow.f64 t #s(literal 3 binary64))) (/.f64 (.f64 (fma.f64 (neg.f64 y) y y) (.f64 y y)) (.f64 x x)) (.f64 (/.f64 (-.f64 (/.f64 (.f64 (fma.f64 (neg.f64 y) y y) y) (.f64 (.f64 t t) x)) (/.f64 (pow.f64 (/.f64 y t) #s(literal 3 binary64)) (.f64 x x))) t) (/.f64 y x)))))) z (neg.f64 (-.f64 (/.f64 (.f64 (fma.f64 (neg.f64 y) y y) y) (.f64 (.f64 t t) x)) (/.f64 (pow.f64 (/.f64 y t) #s(literal 3 binary64)) (.f64 x x))))) z (/.f64 (.f64 (neg.f64 y) y) (.f64 (.f64 t t) x))) (*.f64 z z))
(+ 1 (* y z))
(fma.f64 y z #s(literal 1 binary64))
(+ 1 (* z (+ y (* 1/2 (* y z)))))
(fma.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y) z #s(literal 1 binary64))
(+ 1 (* z (+ y (* z (+ (* 1/6 (* y z)) (* 1/2 y))))))
(fma.f64 (fma.f64 (fma.f64 (.f64 y z) #s(literal 1/6 binary64) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64))
(/ (- (exp z) 1) t)
(/.f64 (expm1.f64 z) t)
(log (- (+ 1 (* y (exp z))) y))
(log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y))
(* -1/2 (* (pow z 2) (- (pow y 2) y)))
(.f64 (.f64 (.f64 z z) #s(literal -1/2 binary64)) (-.f64 (.f64 y y) y))
(* (pow z 2) (+ (* -1/2 (- (pow y 2) y)) (/ y z)))
(.f64 (fma.f64 (-.f64 (.f64 y y) y) #s(literal -1/2 binary64) (/.f64 y z)) (*.f64 z z))
(+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) (+ x (/ (log (- (+ 1 (* y (exp z))) y)) t))))) (/ (pow x 2) (+ x (/ (log (- (+ 1 (* y (exp z))) y)) t))))
(fma.f64 (/.f64 #s(literal -1 binary64) (.f64 t t)) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) (+.f64 (/.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) t) x)) (/.f64 (.f64 x x) (+.f64 (/.f64 (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)) t) x)))
(/ (pow x 2) (+ x (/ (log (- (+ 1 (* y (exp z))) y)) t)))
(/.f64 (.f64 x x) (+.f64 (/.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) t) x))
(* 1/6 (* y z))
(.f64 (.f64 y z) #s(literal 1/6 binary64))
(* z (+ (* 1/6 y) (* 1/2 (/ y z))))
(.f64 (fma.f64 (/.f64 y z) #s(literal 1/2 binary64) (.f64 #s(literal 1/6 binary64) y)) z)
(log (+ 1 (* y (- (exp z) 1))))
(log1p.f64 (*.f64 (expm1.f64 z) y))
(* -1/2 (* z (- (pow y 2) y)))
(.f64 (.f64 (-.f64 (*.f64 y y) y) z) #s(literal -1/2 binary64))
(* z (+ (* -1/2 (- (pow y 2) y)) (/ y z)))
(.f64 (fma.f64 (-.f64 (.f64 y y) y) #s(literal -1/2 binary64) (/.f64 y z)) z)
(* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) (+ x (/ (log (- (+ 1 (* y (exp z))) y)) t)))))
(neg.f64 (/.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) (.f64 t t)) (+.f64 (/.f64 (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)) t) x)))
(- (+ 1 (* y (exp z))) y)
(-.f64 (fma.f64 (exp.f64 z) y #s(literal 1 binary64)) y)
(* -1 (* z (+ (* -1/2 (/ y z)) (* -1/6 y))))
(.f64 (neg.f64 z) (fma.f64 (/.f64 y z) #s(literal -1/2 binary64) (.f64 #s(literal -1/6 binary64) y)))
(* -1 (* z (+ (* -1 (/ y z)) (* 1/2 (- (pow y 2) y)))))
(.f64 (neg.f64 z) (fma.f64 (-.f64 (.f64 y y) y) #s(literal 1/2 binary64) (neg.f64 (/.f64 y z))))
(/ (+ (* -1 (log (+ 1 (* y (- (exp z) 1))))) (* t x)) t)
(/.f64 (fma.f64 t x (neg.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)))) t)
(/ (- (* t x) (log (- (+ 1 (* y (exp z))) y))) t)
(/.f64 (-.f64 (.f64 t x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y))) t)
(/ (+ (* -1 (log (- (+ 1 (* y (exp z))) y))) (* t x)) t)
(/.f64 (fma.f64 t x (neg.f64 (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)))) t)
(/ (+ (* -1 (log (- (+ 1 (* y (exp z))) y))) (* t (+ x (* t (+ (* -1 (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))) (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))))))) t)
(/.f64 (fma.f64 (fma.f64 (.f64 #s(literal 0 binary64) (/.f64 (.f64 x x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t x) t (neg.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t)
(* t (+ (* -1 (/ (* t (pow x 3)) (pow (log (- (+ 1 (* y (exp z))) y)) 2))) (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))))
(.f64 (fma.f64 (neg.f64 t) (/.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64))) (/.f64 (.f64 x x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t)
(* t (+ (* t (- (/ (* t (pow x 4)) (pow (log (- (+ 1 (* y (exp z))) y)) 3)) (/ (pow x 3) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))) (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))))
(.f64 (fma.f64 (-.f64 (/.f64 (.f64 (pow.f64 x #s(literal 4 binary64)) t) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)))) t (/.f64 (.f64 x x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t)
(* t (+ (* t (- (* t (- (* -1 (/ (* t (pow x 5)) (pow (log (- (+ 1 (* y (exp z))) y)) 4))) (* -1 (/ (pow x 4) (pow (log (- (+ 1 (* y (exp z))) y)) 3))))) (/ (pow x 3) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))) (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))))
(.f64 (fma.f64 (-.f64 (.f64 (-.f64 (.f64 (neg.f64 t) (/.f64 (pow.f64 x #s(literal 5 binary64)) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 4 binary64)))) (neg.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64))))) t) (/.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)))) t (/.f64 (.f64 x x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t)
(/ (+ (log (- (+ 1 (* y (exp z))) y)) (* t x)) t)
(/.f64 (fma.f64 t x (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y))) t)
(/ (+ (* -1 (log (- (+ 1 (* y (exp z))) y))) (* t (+ x (* -1 (/ (* t (pow x 2)) (log (- (+ 1 (* y (exp z))) y))))))) t)
(/.f64 (fma.f64 (fma.f64 (neg.f64 t) (/.f64 (.f64 x x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y))) x) t (neg.f64 (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)))) t)
(/ (+ (* -1 (log (- (+ 1 (* y (exp z))) y))) (* t (+ x (* t (+ (* -1 (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))) (/ (* t (pow x 3)) (pow (log (- (+ 1 (* y (exp z))) y)) 2))))))) t)
(/.f64 (fma.f64 (fma.f64 (fma.f64 t (/.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64))) (neg.f64 (/.f64 (.f64 x x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y))))) t x) t (neg.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t)
(- (+ x (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) x))) (/ (log (- (+ 1 (* y (exp z))) y)) t))
(-.f64 (+.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) (.f64 (.f64 t t) x)) x) (/.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) t))
(- (+ x (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) (pow x 2))))) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) x))) (/ (log (- (+ 1 (* y (exp z))) y)) t)))
(-.f64 (fma.f64 (/.f64 #s(literal -1 binary64) (.f64 x x)) (pow.f64 (/.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) t) #s(literal 3 binary64)) x) (fma.f64 (/.f64 #s(literal -1 binary64) x) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) (.f64 t t)) (/.f64 (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)) t)))
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* t (pow x 2)))) (pow t 2))
(/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x) #s(literal -1 binary64) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) (.f64 (.f64 x x) t))) (*.f64 t t))
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x)) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 2) (pow x 3)))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* t (pow x 2))))) (pow t 2))
(/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x) #s(literal -1 binary64) (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 4 binary64)) (.f64 (pow.f64 x #s(literal 3 binary64)) (.f64 t t))) #s(literal -1 binary64) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) (.f64 (.f64 x x) t)))) (.f64 t t))
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x)) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 2) (pow x 3)))) (+ (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* t (pow x 2))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 5) (* (pow t 3) (pow x 4)))))) (pow t 2))
(/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x) #s(literal -1 binary64) (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 4 binary64)) (.f64 (pow.f64 x #s(literal 3 binary64)) (.f64 t t))) #s(literal -1 binary64) (+.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 5 binary64)) (.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 t #s(literal 3 binary64)))) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) (.f64 (.f64 x x) t))))) (.f64 t t))
(+ x (* -1 (/ (- (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* t x))) (* -1 (log (- (+ 1 (* y (exp z))) y)))) t)))
(fma.f64 (/.f64 (.f64 #s(literal -1 binary64) (-.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) (.f64 t x)) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t) #s(literal -1 binary64) x)
(+ x (* -1 (/ (- (* -1 (/ (- (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* t (pow x 2)))) (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x))) t)) (* -1 (log (- (+ 1 (* y (exp z))) y)))) t)))
(fma.f64 (/.f64 (.f64 #s(literal -1 binary64) (-.f64 (/.f64 (.f64 #s(literal -1 binary64) (-.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) (.f64 (.f64 x x) t)) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x))) t) (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)))) t) #s(literal -1 binary64) x)
(/ (+ (* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (pow x 2))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* t (pow x 3)))) t)) (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x))) (pow t 2))
(/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 #s(literal -1 binary64) x) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) x) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 4 binary64)) (.f64 (pow.f64 x #s(literal 3 binary64)) t))) t) #s(literal -1 binary64) (neg.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x))) (*.f64 t t))
(/ (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (pow x 3))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 5) (* t (pow x 4)))) t)) (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (pow x 2)))) t)) (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x))) (pow t 2))
(/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 4 binary64)) (pow.f64 x #s(literal 3 binary64))) #s(literal -1 binary64) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 5 binary64)) (.f64 (pow.f64 x #s(literal 4 binary64)) t))) t) #s(literal -1 binary64) (neg.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) (.f64 x x)))) t) #s(literal -1 binary64) (neg.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x))) (*.f64 t t))

rewrite242.0ms (1.8%)

Memory

2.2MiB live, 193.2MiB allocated; 22ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	62	575
0	99	557
1	378	523
2	3129	518
0	9444	485

Stop Event

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

Counts

28 → 285

Calls

Call 1

Inputs
(fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x)
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x))
(neg.f64 x)
(/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y))
(*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)
#s(approx (/ (- (exp z) 1) t) (/.f64 z t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z))
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(*.f64 x x)
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#s(approx (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z))
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Outputs
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(log.f64 (fma.f64 y (expm1.f64 z) #s(literal 1 binary64)))
(.f64 (.f64 #s(literal 1 binary64) (expm1.f64 z)) y)
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(*.f64 y (expm1.f64 z))
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(/.f64 (*.f64 y (expm1.f64 (+.f64 z z))) (-.f64 (exp.f64 z) #s(literal -1 binary64)))
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#s(approx (+ (* (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z))
(.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) z) y)
(.f64 (.f64 z (*.f64 #s(literal -1/2 binary64) y)) y)
(.f64 (.f64 (*.f64 y y) z) #s(literal -1/2 binary64))
(.f64 (.f64 (*.f64 #s(literal -1/2 binary64) z) y) y)
(.f64 (.f64 (*.f64 (neg.f64 y) z) #s(literal -1/2 binary64)) (neg.f64 y))
(.f64 (.f64 y z) (*.f64 #s(literal -1/2 binary64) y))
(.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)
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(.f64 #s(literal -1/2 binary64) (.f64 y (*.f64 y z)))
(.f64 #s(literal -1/2 binary64) (.f64 (*.f64 y y) z))
(.f64 #s(literal -1/2 binary64) (.f64 z (*.f64 y y)))
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#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 y z))
(.f64 (/.f64 (neg.f64 (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t) #s(literal 2 binary64))) (-.f64 (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t) #s(literal 2 binary64)) (.f64 x x))) (-.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 y z)) t) x))
(.f64 (/.f64 (neg.f64 (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t) #s(literal 2 binary64))) (+.f64 (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (fma.f64 x (-.f64 x (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t)) (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 y z)) t) #s(literal 2 binary64))))
(.f64 (/.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t) x)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 y z)) (neg.f64 t)))
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(/.f64 (neg.f64 (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 y z)))) (neg.f64 (neg.f64 t)))
(/.f64 (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 y z))) (neg.f64 t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 y z)) t)
(neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 y z)) (neg.f64 t)))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 y (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64))) z y) z #s(literal 1 binary64)))

eval164.0ms (1.3%)

Memory: 11.7MiB live, 102.6MiB allocated; 10ms collecting garbage
Compiler: Compiled 44 153 to 3 102 computations (93% saved)

prune46.0ms (0.4%)

Memory

-14.5MiB live, 41.0MiB allocated; 6ms collecting garbage

Pruning

26 alts after pruning (20 fresh and 6 done)

	Pruned	Kept	Total
New	549	10	559
Fresh	1	10	11
Picked	2	3	5
Done	0	3	3
Total	552	26	578

Accuracy

99.6%

Counts

578 → 26

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	58.9%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
	61.5%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 y (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64))) z y) z #s(literal 1 binary64)))) t))
▶	61.4%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t))
	68.7%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
	37.7%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (*.f64 (expm1.f64 z) y))) t))
	6.8%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(approx (+ (* (+ (* (* z y) 1/2) y) z) 1) (.f64 (.f64 (*.f64 z z) #s(literal 1/2 binary64)) y)))) t))
	69.8%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))
	69.8%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 (.f64 #s(literal -1/2 binary64) z) y) y (fma.f64 (.f64 (neg.f64 y) z) #s(literal -1/2 binary64) y)) z)) t))
▶	69.8%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t))
✓	84.7%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
	72.2%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)) z)) t))
	67.5%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)) y) y)) z)) t))
	57.0%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) z) y) y)) z)) t))
✓	55.0%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t))
✓	76.1%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
✓	77.9%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
	72.9%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) t) z)) y)))
▶	70.3%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))))
▶	44.9%	(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))))
	44.5%	(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 y z))) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t)) (.f64 t (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 y z)) t) x))))
▶	87.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x))
	84.3%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (/.f64 (.f64 (expm1.f64 (.f64 z #s(literal 3 binary64))) y) (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64))))) (*.f64 t x)) x))
✓	84.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x))
	61.0%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal 1/24 binary64) (.f64 y z) (.f64 #s(literal 1/6 binary64) y)) z (.f64 #s(literal 1/2 binary64) y)) z y) z))) (*.f64 t x)) x))
	61.9%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) z))) (*.f64 t x)) x))
	31.6%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) (neg.f64 t)))

Compiler

Compiled 1 543 to 1 015 computations (34.2% saved)

simplify144.0ms (1.1%)

Memory

8.0MiB live, 195.4MiB allocated; 21ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))
cost-diff	0	(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64))))
cost-diff	0	(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t)
cost-diff	0	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t))
cost-diff	0	(+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t) x)
cost-diff	0	(*.f64 x x)
cost-diff	0	(/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
cost-diff	1	(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))))
cost-diff	0	(.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)
cost-diff	0	#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z))
cost-diff	0	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t)
cost-diff	0	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t))
cost-diff	0	(.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)
cost-diff	0	#s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))
cost-diff	0	#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)))
cost-diff	0	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))))
cost-diff	0	(neg.f64 x)
cost-diff	0	(/.f64 (neg.f64 x) t)
cost-diff	0	(fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x)
cost-diff	0	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x))

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	67	762
0	111	762
1	200	747
2	456	747
3	1197	747
4	3959	655
0	8183	644

Stop Event

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

Calls

Call 1

Inputs
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x))
(fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x)
(/.f64 (neg.f64 x) t)
(neg.f64 x)
x
t
(/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x)
(log1p.f64 (*.f64 y (expm1.f64 z)))
(*.f64 y (expm1.f64 z))
y
(expm1.f64 z)
z
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))))
x
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)))
#s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))
(.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)
(/.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y) t)
(fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y)
(*.f64 #s(literal 1/2 binary64) y)
#s(literal 1/2 binary64)
y
z
t
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t))
x
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z))
(.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)
(*.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y)
(fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64))
z
(fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64))
#s(literal -1/2 binary64)
y
#s(literal 1/2 binary64)
#s(literal 1 binary64)
t
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))))
(/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
(*.f64 x x)
x
(+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t) x)
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
(*.f64 z y)
z
y
t
(/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x)))
(.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t))
(neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
#s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))
(fma.f64 y (/.f64 z t) x)
(/.f64 z t)
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t))
x
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))
(fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64))
(fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y)
#s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64)))
(.f64 (.f64 y z) #s(literal 1/6 binary64))
(*.f64 y z)
y
z
#s(literal 1/6 binary64)
#s(literal 1 binary64)
t

Outputs
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (/.f64 (neg.f64 x) t) x) (log1p.f64 (*.f64 (expm1.f64 z) y)) x))
(fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x)
(fma.f64 (/.f64 (/.f64 (neg.f64 x) t) x) (log1p.f64 (*.f64 (expm1.f64 z) y)) x)
(/.f64 (neg.f64 x) t)
(neg.f64 x)
x
t
(/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x)
(/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) x)
(log1p.f64 (*.f64 y (expm1.f64 z)))
(log1p.f64 (*.f64 (expm1.f64 z) y))
(*.f64 y (expm1.f64 z))
(*.f64 (expm1.f64 z) y)
y
(expm1.f64 z)
z
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))))
x
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)))
#s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))
(.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)
(/.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y) t)
(fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y)
(*.f64 #s(literal 1/2 binary64) y)
#s(literal 1/2 binary64)
y
z
t
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z)) t))
x
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t)
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z))
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z))
(.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)
(.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z)
(*.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y)
(*.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y)
(fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64))
(fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64))
z
(fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64))
#s(literal -1/2 binary64)
y
#s(literal 1/2 binary64)
#s(literal 1 binary64)
t
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))))
(fma.f64 (/.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) (.f64 t t)) #s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x))) (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y))) (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t) x)))
(/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
(*.f64 x x)
x
(+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t) x)
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
(*.f64 z y)
z
y
t
(/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x)))
(/.f64 (.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) (.f64 (neg.f64 t) t)) #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y))) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x)))
(.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t))
(.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) (.f64 (neg.f64 t) t)) #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)))
(neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) (neg.f64 t))
#s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))
#s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x))
(fma.f64 y (/.f64 z t) x)
(fma.f64 (/.f64 z t) y x)
(/.f64 z t)
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 #s(literal 1/6 binary64) y) z)) z y) z #s(literal 1 binary64)))) t))
x
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t)
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 #s(literal 1/6 binary64) y) z)) z y) z #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64))))
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 #s(literal 1/6 binary64) y) z)) z y) z #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 #s(literal 1/6 binary64) y) z)) z y) z #s(literal 1 binary64)))
(fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64))
(fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 #s(literal 1/6 binary64) y) z)) z y) z #s(literal 1 binary64))
(fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y)
(fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 #s(literal 1/6 binary64) y) z)) z y)
#s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64)))
#s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 #s(literal 1/6 binary64) y) z))
(.f64 (.f64 y z) #s(literal 1/6 binary64))
(.f64 (.f64 #s(literal 1/6 binary64) y) z)
(*.f64 y z)
(*.f64 z y)
y
z
#s(literal 1/6 binary64)
#s(literal 1 binary64)
t

localize486.0ms (3.7%)

Memory

48.9MiB live, 464.4MiB allocated; 127ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	3.7204307270692056	(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t)
accuracy	16.589545080794725	#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))
accuracy	36.14420139955308	(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64))))
accuracy	44.374064539307824	#s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64)))
accuracy	7.778195264932269	(/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x)))
accuracy	14.037032978704122	#s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))
accuracy	22.414761402124178	#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
accuracy	23.742058679969162	(/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
accuracy	0.0234375	(*.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y)
accuracy	0.9751360451035547	(.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)
accuracy	3.7204307270692056	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t)
accuracy	23.167299991669946	#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z))
accuracy	1.9738449953338288	(/.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y) t)
accuracy	3.6112044981084184	(.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)
accuracy	13.684761118459427	#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)))
accuracy	17.792122168153842	#s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))
accuracy	0.0078125	(*.f64 y (expm1.f64 z))
accuracy	0.4841369469205088	(log1p.f64 (*.f64 y (expm1.f64 z)))
accuracy	3.355389192083614	(/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x)
accuracy	7.187684033582733	(fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x)

Samples

209.0ms	55×	2	valid
199.0ms	165×	1	valid
14.0ms	36×	0	valid

Compiler

Compiled 525 to 57 computations (89.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 322.0ms

ival-log: 101.0ms (31.4% of total)

ival-mult: 66.0ms (20.5% of total)

adjust: 57.0ms (17.7% of total)

ival-exp: 24.0ms (7.5% of total)

ival-div: 24.0ms (7.5% of total)

ival-add: 19.0ms (5.9% of total)

ival-expm1: 12.0ms (3.7% of total)

ival-sub: 6.0ms (1.9% of total)

const: 5.0ms (1.6% of total)

ival-log1p: 4.0ms (1.2% of total)

ival-neg: 3.0ms (0.9% of total)

exact: 1.0ms (0.3% of total)

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

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

series255.0ms (1.9%)

Memory

14.0MiB live, 294.2MiB allocated; 25ms collecting garbage

Counts

29 → 243

Calls

Call 1

Inputs
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x))
(fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x)
(/.f64 (neg.f64 x) t)
(neg.f64 x)
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))))
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)))
#s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))
(.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z))
(.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))))
(/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
(*.f64 x x)
(+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t) x)
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t))
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))
(/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x)
(log1p.f64 (*.f64 y (expm1.f64 z)))
(*.f64 y (expm1.f64 z))
(/.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y) t)
(*.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
#s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))
(/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x)))
#s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64)))

Outputs
(* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t))
(- x (/ (log (- (+ 1 (* y (exp z))) y)) t))
(* -1 (/ (log (+ 1 (* y (- (exp z) 1)))) t))
(+ x (* -1 (/ (log (+ 1 (* y (- (exp z) 1)))) t)))
(* -1 (/ x t))
(* -1 x)
(+ x (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)))
(+ (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)) (* x (+ 1 (* x (+ (* -1 (/ t (log (- (+ 1 (* y (exp z))) y)))) (/ t (log (- (+ 1 (* y (exp z))) y))))))))
(/ (* t (pow x 2)) (log (- (+ 1 (* y (exp z))) y)))
(* (pow x 2) (+ (* -1 (/ (* (pow t 2) x) (pow (log (- (+ 1 (* y (exp z))) y)) 2))) (/ t (log (- (+ 1 (* y (exp z))) y)))))
(* (pow x 2) (+ (* x (- (/ (* (pow t 3) x) (pow (log (- (+ 1 (* y (exp z))) y)) 3)) (/ (pow t 2) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))) (/ t (log (- (+ 1 (* y (exp z))) y)))))
(* (pow x 2) (+ (* x (- (* x (- (* -1 (/ (* (pow t 4) x) (pow (log (- (+ 1 (* y (exp z))) y)) 4))) (* -1 (/ (pow t 3) (pow (log (- (+ 1 (* y (exp z))) y)) 3))))) (/ (pow t 2) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))) (/ t (log (- (+ 1 (* y (exp z))) y)))))
(pow x 2)
(/ (log (- (+ 1 (* y (exp z))) y)) t)
(+ x (/ (log (- (+ 1 (* y (exp z))) y)) t))
(/ (log (+ 1 (* y (- (exp z) 1)))) x)
(+ (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)) (* x (+ 1 (* -1 (/ (* t x) (log (- (+ 1 (* y (exp z))) y)))))))
(+ (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)) (* x (+ 1 (* x (+ (* -1 (/ t (log (- (+ 1 (* y (exp z))) y)))) (/ (* (pow t 2) x) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))))))
x
(* x (+ 1 (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(* x (+ 1 (* -1 (/ (log (+ 1 (* y (- (exp z) 1)))) (* t x)))))
(* x (- (+ 1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) (pow x 2)))) (/ (log (- (+ 1 (* y (exp z))) y)) (* t x))))
(* x (- (+ 1 (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) (pow x 3))))) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) (pow x 2)))) (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(* x (+ 1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x))))
(* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) x)))
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x))) x)
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 4) (pow x 2)))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x)))) x)
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 4) (pow x 2)))) (+ (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 5) (* (pow t 5) (pow x 3)))))) x)
(* -1 (* x (- (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)) 1)))
(* -1 (* x (- (/ (log (+ 1 (* y (- (exp z) 1)))) (* t x)) 1)))
(* -1 (* x (- (* -1 (/ (- (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) x)) (/ (log (- (+ 1 (* y (exp z))) y)) t)) x)) 1)))
(* -1 (* x (- (* -1 (/ (- (* -1 (/ (- (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x)) (/ (log (- (+ 1 (* y (exp z))) y)) t)) x)) 1)))
(* -1 (* x (- (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x))) 1)))
(* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x))
(* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 4) x))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (pow t 3))) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x))
(* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 5) (* (pow t 5) x))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (pow t 4))) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (pow t 3))) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x))
(+ x (* y (- (/ 1 t) (/ (exp z) t))))
(+ x (* y (- (+ (* 1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (* -1/3 (/ (* y (pow (- (exp z) 1) 3)) t)) (* -1/2 (/ (pow (- (exp z) 1) 2) t)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* -1 (/ (* y (- (exp z) 1)) t)))
(+ x (* y (+ (* -1 (/ (- (exp z) 1) t)) (* 1/2 (/ (* y (pow (- (exp z) 1) 2)) t)))))
(+ x (* y (+ (* -1 (/ (- (exp z) 1) t)) (* y (+ (* -1/3 (/ (* y (pow (- (exp z) 1) 3)) t)) (* 1/2 (/ (pow (- (exp z) 1) 2) t)))))))
(/ (* y (- (exp z) 1)) t)
(* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) t)))) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* y (+ (* -1/4 (/ (* y (pow (- (exp z) 1) 4)) t)) (* 1/3 (/ (pow (- (exp z) 1) 3) t)))))) (/ (exp z) t)) (/ 1 t)))
(/ (* y (* z (+ 1 (* 1/2 z)))) t)
(* y (- (exp z) 1))
(* y (- (+ (exp z) (* -1/2 (* y (pow (- (exp z) 1) 2)))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* 1/3 (* y (pow (- (exp z) 1) 3)))))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* y (+ (* -1/4 (* y (pow (- (exp z) 1) 4))) (* 1/3 (pow (- (exp z) 1) 3))))))) 1))
(* y (* z (+ 1 (* 1/2 z))))
(* y (+ (* -1/2 (* y (pow z 2))) (* z (+ 1 (* 1/2 z)))))
(+ x (* y (- (+ (* y (- (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x))) (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (+ (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x))) (* y (- (* -1 (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2))))) (+ (* -1 (/ (* (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)) (- (/ (exp z) t) (/ 1 t))) x)) (+ (* -1/2 (/ (* (pow (- (exp z) 1) 2) (- (/ 1 t) (/ (exp z) t))) (* t x))) (* 1/3 (/ (pow (- (exp z) 1) 3) t))))))) (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* -1 (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (* -1 (* y (+ (* -1 (/ (* (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)) (- (/ (exp z) t) (/ 1 t))) x)) (+ (* -1/2 (/ (* (pow (- (exp z) 1) 2) (- (/ 1 t) (/ (exp z) t))) (* t x))) (* 1/3 (/ (pow (- (exp z) 1) 3) t)))))) (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (/ (exp z) t) (/ 1 t))))
(+ x (* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ (exp z) t)) (/ 1 t))))
(+ x (* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) t)))) (/ (exp z) t)) (/ 1 t))))
1
(+ 1 (* y (- (exp z) 1)))
(/ (* y (- (exp z) 1)) x)
(* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) x)) (/ (exp z) x)) (/ 1 x)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) x)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) x)))) (/ (exp z) x)) (/ 1 x)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) x)) (* y (+ (* -1/4 (/ (* y (pow (- (exp z) 1) 4)) x)) (* 1/3 (/ (pow (- (exp z) 1) 3) x)))))) (/ (exp z) x)) (/ 1 x)))
(/ (* y (+ 1 (* 1/2 z))) t)
(* y (+ 1 (* 1/2 z)))
(* y (+ 1 (+ (* -1/2 (* y z)) (* 1/2 z))))
(* -1 (/ (* (pow y 2) (pow (- (exp z) 1) 2)) (* (pow t 2) x)))
(* (pow y 2) (+ (* -1 (* y (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2)))))) (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x)))))
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Calls

12 calls:

Time	Variable		Point	Expression
57.0ms	x	@	inf	((- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (/ (neg x) t) (/ (log (+ 1 (* y (- (exp z) 1)))) x)) x) (/ (neg x) t) (neg x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (* (/ (+ (* (* 1/2 y) z) y) t) z) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (* (+ (* z (+ (* -1/2 y) 1/2)) 1) y) z) (+ (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x))) (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (/ (log (+ 1 (* y (- (exp z) 1)))) x) (log (+ 1 (* y (- (exp z) 1)))) (* y (- (exp z) 1)) (/ (+ (* (* 1/2 y) z) y) t) (* (+ (* z (+ (* -1/2 y) 1/2)) 1) y) (log (+ (- 1 y) (* y (exp z)))) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (+ (* 1/6 (* z y)) (* 1/2 y)))
47.0ms	z	@	inf	((- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (/ (neg x) t) (/ (log (+ 1 (* y (- (exp z) 1)))) x)) x) (/ (neg x) t) (neg x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (* (/ (+ (* (* 1/2 y) z) y) t) z) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (* (+ (* z (+ (* -1/2 y) 1/2)) 1) y) z) (+ (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x))) (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (/ (log (+ 1 (* y (- (exp z) 1)))) x) (log (+ 1 (* y (- (exp z) 1)))) (* y (- (exp z) 1)) (/ (+ (* (* 1/2 y) z) y) t) (* (+ (* z (+ (* -1/2 y) 1/2)) 1) y) (log (+ (- 1 y) (* y (exp z)))) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (+ (* 1/6 (* z y)) (* 1/2 y)))
18.0ms	z	@	-inf	((- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (/ (neg x) t) (/ (log (+ 1 (* y (- (exp z) 1)))) x)) x) (/ (neg x) t) (neg x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (* (/ (+ (* (* 1/2 y) z) y) t) z) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (* (+ (* z (+ (* -1/2 y) 1/2)) 1) y) z) (+ (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x))) (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (/ (log (+ 1 (* y (- (exp z) 1)))) x) (log (+ 1 (* y (- (exp z) 1)))) (* y (- (exp z) 1)) (/ (+ (* (* 1/2 y) z) y) t) (* (+ (* z (+ (* -1/2 y) 1/2)) 1) y) (log (+ (- 1 y) (* y (exp z)))) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (+ (* 1/6 (* z y)) (* 1/2 y)))
17.0ms	t	@	-inf	((- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (/ (neg x) t) (/ (log (+ 1 (* y (- (exp z) 1)))) x)) x) (/ (neg x) t) (neg x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (* (/ (+ (* (* 1/2 y) z) y) t) z) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (* (+ (* z (+ (* -1/2 y) 1/2)) 1) y) z) (+ (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x))) (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (/ (log (+ 1 (* y (- (exp z) 1)))) x) (log (+ 1 (* y (- (exp z) 1)))) (* y (- (exp z) 1)) (/ (+ (* (* 1/2 y) z) y) t) (* (+ (* z (+ (* -1/2 y) 1/2)) 1) y) (log (+ (- 1 y) (* y (exp z)))) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (+ (* 1/6 (* z y)) (* 1/2 y)))
14.0ms	x	@	0	((- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (/ (neg x) t) (/ (log (+ 1 (* y (- (exp z) 1)))) x)) x) (/ (neg x) t) (neg x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (* (/ (+ (* (* 1/2 y) z) y) t) z) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (* (* (+ (* z (+ (* -1/2 y) 1/2)) 1) y) z) (+ (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x))) (/ (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (* x x) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (log (+ (- 1 y) (* y (exp z)))) (+ (- 1 y) (* y (exp z))) (/ (log (+ 1 (* y (- (exp z) 1)))) x) (log (+ 1 (* y (- (exp z) 1)))) (* y (- (exp z) 1)) (/ (+ (* (* 1/2 y) z) y) t) (* (+ (* z (+ (* -1/2 y) 1/2)) 1) y) (log (+ (- 1 y) (* y (exp z)))) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (/ (* (neg (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x)) (+ (* 1/6 (* z y)) (* 1/2 y)))

simplify235.0ms (1.8%)

Memory

20.2MiB live, 290.3MiB allocated; 69ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	1480	14732
1	5115	13699
0	8301	11970

Stop Event

1×	iter limit
1×	node limit

Counts

243 → 241

Calls

Call 1

Inputs
(* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t))
(- x (/ (log (- (+ 1 (* y (exp z))) y)) t))
(* -1 (/ (log (+ 1 (* y (- (exp z) 1)))) t))
(+ x (* -1 (/ (log (+ 1 (* y (- (exp z) 1)))) t)))
(* -1 (/ x t))
(* -1 x)
(+ x (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)))
(+ (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)) (* x (+ 1 (* x (+ (* -1 (/ t (log (- (+ 1 (* y (exp z))) y)))) (/ t (log (- (+ 1 (* y (exp z))) y))))))))
(/ (* t (pow x 2)) (log (- (+ 1 (* y (exp z))) y)))
(* (pow x 2) (+ (* -1 (/ (* (pow t 2) x) (pow (log (- (+ 1 (* y (exp z))) y)) 2))) (/ t (log (- (+ 1 (* y (exp z))) y)))))
(* (pow x 2) (+ (* x (- (/ (* (pow t 3) x) (pow (log (- (+ 1 (* y (exp z))) y)) 3)) (/ (pow t 2) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))) (/ t (log (- (+ 1 (* y (exp z))) y)))))
(* (pow x 2) (+ (* x (- (* x (- (* -1 (/ (* (pow t 4) x) (pow (log (- (+ 1 (* y (exp z))) y)) 4))) (* -1 (/ (pow t 3) (pow (log (- (+ 1 (* y (exp z))) y)) 3))))) (/ (pow t 2) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))) (/ t (log (- (+ 1 (* y (exp z))) y)))))
(pow x 2)
(/ (log (- (+ 1 (* y (exp z))) y)) t)
(+ x (/ (log (- (+ 1 (* y (exp z))) y)) t))
(/ (log (+ 1 (* y (- (exp z) 1)))) x)
(+ (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)) (* x (+ 1 (* -1 (/ (* t x) (log (- (+ 1 (* y (exp z))) y)))))))
(+ (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t)) (* x (+ 1 (* x (+ (* -1 (/ t (log (- (+ 1 (* y (exp z))) y)))) (/ (* (pow t 2) x) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))))))
x
(* x (+ 1 (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(* x (+ 1 (* -1 (/ (log (+ 1 (* y (- (exp z) 1)))) (* t x)))))
(* x (- (+ 1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) (pow x 2)))) (/ (log (- (+ 1 (* y (exp z))) y)) (* t x))))
(* x (- (+ 1 (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) (pow x 3))))) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) (pow x 2)))) (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(* x (+ 1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x))))
(* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) x)))
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x))) x)
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 4) (pow x 2)))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x)))) x)
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 4) (pow x 2)))) (+ (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 5) (* (pow t 5) (pow x 3)))))) x)
(* -1 (* x (- (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)) 1)))
(* -1 (* x (- (/ (log (+ 1 (* y (- (exp z) 1)))) (* t x)) 1)))
(* -1 (* x (- (* -1 (/ (- (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) x)) (/ (log (- (+ 1 (* y (exp z))) y)) t)) x)) 1)))
(* -1 (* x (- (* -1 (/ (- (* -1 (/ (- (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x)) (/ (log (- (+ 1 (* y (exp z))) y)) t)) x)) 1)))
(* -1 (* x (- (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x))) 1)))
(* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) x))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x))
(* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 4) x))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (pow t 3))) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x))
(* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 5) (* (pow t 5) x))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (pow t 4))) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (pow t 3))) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (pow t 2))) x))
(+ x (* y (- (/ 1 t) (/ (exp z) t))))
(+ x (* y (- (+ (* 1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (* -1/3 (/ (* y (pow (- (exp z) 1) 3)) t)) (* -1/2 (/ (pow (- (exp z) 1) 2) t)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* -1 (/ (* y (- (exp z) 1)) t)))
(+ x (* y (+ (* -1 (/ (- (exp z) 1) t)) (* 1/2 (/ (* y (pow (- (exp z) 1) 2)) t)))))
(+ x (* y (+ (* -1 (/ (- (exp z) 1) t)) (* y (+ (* -1/3 (/ (* y (pow (- (exp z) 1) 3)) t)) (* 1/2 (/ (pow (- (exp z) 1) 2) t)))))))
(/ (* y (- (exp z) 1)) t)
(* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) t)))) (/ (exp z) t)) (/ 1 t)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* y (+ (* -1/4 (/ (* y (pow (- (exp z) 1) 4)) t)) (* 1/3 (/ (pow (- (exp z) 1) 3) t)))))) (/ (exp z) t)) (/ 1 t)))
(/ (* y (* z (+ 1 (* 1/2 z)))) t)
(* y (- (exp z) 1))
(* y (- (+ (exp z) (* -1/2 (* y (pow (- (exp z) 1) 2)))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* 1/3 (* y (pow (- (exp z) 1) 3)))))) 1))
(* y (- (+ (exp z) (* y (+ (* -1/2 (pow (- (exp z) 1) 2)) (* y (+ (* -1/4 (* y (pow (- (exp z) 1) 4))) (* 1/3 (pow (- (exp z) 1) 3))))))) 1))
(* y (* z (+ 1 (* 1/2 z))))
(* y (+ (* -1/2 (* y (pow z 2))) (* z (+ 1 (* 1/2 z)))))
(+ x (* y (- (+ (* y (- (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x))) (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (+ (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x))) (* y (- (* -1 (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2))))) (+ (* -1 (/ (* (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)) (- (/ (exp z) t) (/ 1 t))) x)) (+ (* -1/2 (/ (* (pow (- (exp z) 1) 2) (- (/ 1 t) (/ (exp z) t))) (* t x))) (* 1/3 (/ (pow (- (exp z) 1) 3) t))))))) (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* -1 (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (+ (* y (- (* -1 (* y (+ (* -1 (/ (* (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)) (- (/ (exp z) t) (/ 1 t))) x)) (+ (* -1/2 (/ (* (pow (- (exp z) 1) 2) (- (/ 1 t) (/ (exp z) t))) (* t x))) (* 1/3 (/ (pow (- (exp z) 1) 3) t)))))) (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (/ (* (- (/ 1 t) (/ (exp z) t)) (- (/ (exp z) t) (/ 1 t))) x)))) (/ 1 t)) (/ (exp z) t))))
(+ x (* y (- (/ (exp z) t) (/ 1 t))))
(+ x (* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) t)) (/ (exp z) t)) (/ 1 t))))
(+ x (* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) t)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) t)))) (/ (exp z) t)) (/ 1 t))))
1
(+ 1 (* y (- (exp z) 1)))
(/ (* y (- (exp z) 1)) x)
(* y (- (+ (* -1/2 (/ (* y (pow (- (exp z) 1) 2)) x)) (/ (exp z) x)) (/ 1 x)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) x)) (* 1/3 (/ (* y (pow (- (exp z) 1) 3)) x)))) (/ (exp z) x)) (/ 1 x)))
(* y (- (+ (* y (+ (* -1/2 (/ (pow (- (exp z) 1) 2) x)) (* y (+ (* -1/4 (/ (* y (pow (- (exp z) 1) 4)) x)) (* 1/3 (/ (pow (- (exp z) 1) 3) x)))))) (/ (exp z) x)) (/ 1 x)))
(/ (* y (+ 1 (* 1/2 z))) t)
(* y (+ 1 (* 1/2 z)))
(* y (+ 1 (+ (* -1/2 (* y z)) (* 1/2 z))))
(* -1 (/ (* (pow y 2) (pow (- (exp z) 1) 2)) (* (pow t 2) x)))
(* (pow y 2) (+ (* -1 (* y (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2)))))) (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x)))))
(* (pow y 2) (+ (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x))) (* y (+ (* -1 (* y (- (+ (* 1/4 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x))) (* 2/3 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x)))) (+ (* -1/2 (/ (pow (- (exp z) 1) 4) (* (pow t 3) (pow x 2)))) (/ (* (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2)))) (- (/ (exp z) t) (/ 1 t))) x))))) (* -1 (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2)))))))))
(* (pow y 2) (+ (* -1 (/ (pow (- (exp z) 1) 2) (* (pow t 2) x))) (* y (+ (* -1 (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2))))) (* y (+ (* -1 (* y (- (+ (* -1/2 (/ (pow (- (exp z) 1) 5) (* (pow t 2) x))) (* -1/3 (/ (pow (- (exp z) 1) 5) (* (pow t 2) x)))) (+ (* -1/2 (/ (* (pow (- (exp z) 1) 2) (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2))))) (* t x))) (+ (* 1/3 (/ (pow (- (exp z) 1) 5) (* (pow t 3) (pow x 2)))) (/ (* (- (+ (* 1/4 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x))) (* 2/3 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x)))) (+ (* -1/2 (/ (pow (- (exp z) 1) 4) (* (pow t 3) (pow x 2)))) (/ (* (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2)))) (- (/ (exp z) t) (/ 1 t))) x))) (- (/ (exp z) t) (/ 1 t))) x)))))) (* -1 (- (+ (* 1/4 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x))) (* 2/3 (/ (pow (- (exp z) 1) 4) (* (pow t 2) x)))) (+ (* -1/2 (/ (pow (- (exp z) 1) 4) (* (pow t 3) (pow x 2)))) (/ (* (- (* -1 (/ (pow (- (exp z) 1) 3) (* (pow t 2) x))) (/ (* (pow (- (exp z) 1) 2) (- (/ (exp z) t) (/ 1 t))) (* (pow t 2) (pow x 2)))) (- (/ (exp z) t) (/ 1 t))) x))))))))))
(* y (+ 1/2 (* 1/6 z)))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (/ (log (- (exp z) 1)) t)))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))))
(- (+ x (/ 1/2 (* t (* (pow y 2) (pow (- (exp z) 1) 2))))) (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))))
(- (+ x (* 1/2 (/ 1 (* t (* (pow y 2) (pow (- (exp z) 1) 2)))))) (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (+ (* 1/3 (/ 1 (* t (* (pow y 3) (pow (- (exp z) 1) 3))))) (/ (log (- (exp z) 1)) t)))))
(+ x (* -1 (/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)))
(- (+ x (* -1 (/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t))) (/ 1 (* t (* y (- (exp z) 1)))))
(- (+ x (+ (* -1 (/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)) (/ 1/2 (* t (* (pow y 2) (pow (- (exp z) 1) 2)))))) (/ 1 (* t (* y (- (exp z) 1)))))
(- (+ x (+ (* -1 (/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)) (* 1/2 (/ 1 (* t (* (pow y 2) (pow (- (exp z) 1) 2))))))) (+ (/ 1 (* t (* y (- (exp z) 1)))) (* 1/3 (/ 1 (* t (* (pow y 3) (pow (- (exp z) 1) 3)))))))
(/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)
(+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t)))
(- (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))) (/ 1/2 (* t (* (pow y 2) (pow (- (exp z) 1) 2)))))
(- (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (+ (* 1/3 (/ 1 (* t (* (pow y 3) (pow (- (exp z) 1) 3))))) (/ (log (- (exp z) 1)) t)))) (* 1/2 (/ 1 (* t (* (pow y 2) (pow (- (exp z) 1) 2))))))
(+ (log (- (exp z) 1)) (* -1 (log (/ 1 y))))
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(* 1/2 y)
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(* 1/2 (/ (* y (pow z 2)) t))
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(log (- (+ 1 (* y (exp z))) y))
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(* (pow z 2) (+ (* y (+ 1/2 (* -1/2 y))) (/ y z)))
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(+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) (+ x (/ (log (- (+ 1 (* y (exp z))) y)) t))))) (/ (pow x 2) (+ x (/ (log (- (+ 1 (* y (exp z))) y)) t))))
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(*.f64 (neg.f64 z) (fma.f64 (/.f64 y t) #s(literal -1/2 binary64) (neg.f64 (/.f64 (/.f64 y t) z))))
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(/ (- (* t x) (log (- (+ 1 (* y (exp z))) y))) t)
(/.f64 (-.f64 (.f64 t x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y))) t)
(/ (+ (* -1 (log (+ 1 (* y (- (exp z) 1))))) (* t x)) t)
(/.f64 (fma.f64 t x (neg.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)))) t)
(/ (* z (+ y (* 1/2 (* y z)))) t)
(.f64 (/.f64 (fma.f64 (.f64 z y) #s(literal 1/2 binary64) y) t) z)
(/ (+ (* -1 (log (- (+ 1 (* y (exp z))) y))) (* t x)) t)
(/.f64 (fma.f64 t x (neg.f64 (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)))) t)
(/ (+ (* -1 (log (- (+ 1 (* y (exp z))) y))) (* t (+ x (* t (+ (* -1 (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))) (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))))))) t)
(/.f64 (fma.f64 (fma.f64 (.f64 #s(literal 0 binary64) (/.f64 (.f64 x x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t x) t (neg.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t)
(* t (+ (* -1 (/ (* t (pow x 3)) (pow (log (- (+ 1 (* y (exp z))) y)) 2))) (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))))
(.f64 (fma.f64 (neg.f64 t) (/.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64))) (/.f64 (.f64 x x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t)
(* t (+ (* t (- (/ (* t (pow x 4)) (pow (log (- (+ 1 (* y (exp z))) y)) 3)) (/ (pow x 3) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))) (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))))
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(* t (+ (* t (- (* t (- (* -1 (/ (* t (pow x 5)) (pow (log (- (+ 1 (* y (exp z))) y)) 4))) (* -1 (/ (pow x 4) (pow (log (- (+ 1 (* y (exp z))) y)) 3))))) (/ (pow x 3) (pow (log (- (+ 1 (* y (exp z))) y)) 2)))) (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))))
(.f64 (fma.f64 (-.f64 (.f64 (-.f64 (.f64 (neg.f64 t) (/.f64 (pow.f64 x #s(literal 5 binary64)) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 4 binary64)))) (neg.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64))))) t) (/.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)))) t (/.f64 (.f64 x x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t)
(/ (+ (log (- (+ 1 (* y (exp z))) y)) (* t x)) t)
(/.f64 (fma.f64 t x (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y))) t)
(/ (+ y (* 1/2 (* y z))) t)
(/.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) t)
(/ (+ (* -1 (log (- (+ 1 (* y (exp z))) y))) (* t (+ x (* -1 (/ (* t (pow x 2)) (log (- (+ 1 (* y (exp z))) y))))))) t)
(/.f64 (fma.f64 (fma.f64 (neg.f64 t) (/.f64 (.f64 x x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y))) x) t (neg.f64 (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)))) t)
(/ (+ (* -1 (log (- (+ 1 (* y (exp z))) y))) (* t (+ x (* t (+ (* -1 (/ (pow x 2) (log (- (+ 1 (* y (exp z))) y)))) (/ (* t (pow x 3)) (pow (log (- (+ 1 (* y (exp z))) y)) 2))))))) t)
(/.f64 (fma.f64 (fma.f64 (fma.f64 t (/.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64))) (neg.f64 (/.f64 (.f64 x x) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y))))) t x) t (neg.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t)
(- (+ x (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) x))) (/ (log (- (+ 1 (* y (exp z))) y)) t))
(-.f64 (+.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) (.f64 (.f64 t t) x)) x) (/.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) t))
(- (+ x (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* (pow t 3) (pow x 2))))) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* (pow t 2) x))) (/ (log (- (+ 1 (* y (exp z))) y)) t)))
(-.f64 (fma.f64 (/.f64 #s(literal -1 binary64) (.f64 x x)) (pow.f64 (/.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) t) #s(literal 3 binary64)) x) (fma.f64 (/.f64 #s(literal -1 binary64) x) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) (.f64 t t)) (/.f64 (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)) t)))
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x)) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* t (pow x 2)))) (pow t 2))
(/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x) #s(literal -1 binary64) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) (.f64 (.f64 x x) t))) (*.f64 t t))
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x)) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 2) (pow x 3)))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* t (pow x 2))))) (pow t 2))
(/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x) #s(literal -1 binary64) (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 4 binary64)) (.f64 (pow.f64 x #s(literal 3 binary64)) (.f64 t t))) #s(literal -1 binary64) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) (.f64 (.f64 x x) t)))) (.f64 t t))
(/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x)) (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* (pow t 2) (pow x 3)))) (+ (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* t (pow x 2))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 5) (* (pow t 3) (pow x 4)))))) (pow t 2))
(/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x) #s(literal -1 binary64) (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 4 binary64)) (.f64 (pow.f64 x #s(literal 3 binary64)) (.f64 t t))) #s(literal -1 binary64) (+.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 5 binary64)) (.f64 (pow.f64 x #s(literal 4 binary64)) (pow.f64 t #s(literal 3 binary64)))) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) (.f64 (.f64 x x) t))))) (.f64 t t))
(+ x (* -1 (/ (- (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) (* t x))) (* -1 (log (- (+ 1 (* y (exp z))) y)))) t)))
(fma.f64 (/.f64 (.f64 #s(literal -1 binary64) (-.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) (.f64 t x)) (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)))) t) #s(literal -1 binary64) x)
(+ x (* -1 (/ (- (* -1 (/ (- (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (* t (pow x 2)))) (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x))) t)) (* -1 (log (- (+ 1 (* y (exp z))) y)))) t)))
(fma.f64 (/.f64 (.f64 #s(literal -1 binary64) (-.f64 (/.f64 (.f64 #s(literal -1 binary64) (-.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) (.f64 (.f64 x x) t)) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x))) t) (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)))) t) #s(literal -1 binary64) x)
(/ (+ (* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (pow x 2))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (* t (pow x 3)))) t)) (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x))) (pow t 2))
(/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 #s(literal -1 binary64) x) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) x) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 4 binary64)) (.f64 (pow.f64 x #s(literal 3 binary64)) t))) t) #s(literal -1 binary64) (neg.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x))) (*.f64 t t))
(/ (+ (* -1 (/ (+ (* -1 (/ (+ (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 4) (pow x 3))) (/ (pow (log (- (+ 1 (* y (exp z))) y)) 5) (* t (pow x 4)))) t)) (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 3) (pow x 2)))) t)) (* -1 (/ (pow (log (- (+ 1 (* y (exp z))) y)) 2) x))) (pow t 2))
(/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (fma.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 4 binary64)) (pow.f64 x #s(literal 3 binary64))) #s(literal -1 binary64) (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 5 binary64)) (.f64 (pow.f64 x #s(literal 4 binary64)) t))) t) #s(literal -1 binary64) (neg.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 3 binary64)) (.f64 x x)))) t) #s(literal -1 binary64) (neg.f64 (/.f64 (pow.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) #s(literal 2 binary64)) x))) (*.f64 t t))

rewrite210.0ms (1.6%)

Memory

-0.7MiB live, 241.7MiB allocated; 99ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	67	592
0	111	592
1	435	554
2	3523	554
0	8180	529

Stop Event

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

Counts

29 → 209

Calls

Call 1

Inputs
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x))
(fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x)
(/.f64 (neg.f64 x) t)
(neg.f64 x)
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))))
#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)))
#s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))
(.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t))
(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z))
(.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))))
(/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x))
(*.f64 x x)
(+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t) x)
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t))
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))
(/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x)
(log1p.f64 (*.f64 y (expm1.f64 z)))
(*.f64 y (expm1.f64 z))
(/.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y) t)
(*.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y)
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
#s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))
(/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x)))
#s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64)))

Outputs
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x))
(/.f64 (-.f64 (.f64 x x) (pow.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))) #s(literal 2 binary64))) (-.f64 x (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (*.f64 t x)))))
(/.f64 (neg.f64 (fma.f64 (.f64 x x) (pow.f64 (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) #s(literal 2 binary64)) (.f64 x x))) (neg.f64 (-.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (*.f64 t x))) x)))
(/.f64 (neg.f64 (+.f64 (pow.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64)))) (neg.f64 (fma.f64 x (-.f64 x (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)))) (pow.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (*.f64 t x))) #s(literal 2 binary64)))))
(/.f64 (fma.f64 (.f64 x x) (pow.f64 (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) #s(literal 2 binary64)) (.f64 x x)) (-.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (*.f64 t x))) x))
(/.f64 (+.f64 (pow.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 x x (-.f64 (pow.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))) #s(literal 2 binary64)) (.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))) x))))
(/.f64 (+.f64 (pow.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))) #s(literal 3 binary64)) (pow.f64 x #s(literal 3 binary64))) (fma.f64 x (-.f64 x (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)))) (pow.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (*.f64 t x))) #s(literal 2 binary64))))
(fma.f64 (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) x) (/.f64 (neg.f64 x) t) x)
(fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) x) x)
(fma.f64 (neg.f64 x) (/.f64 (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) x) t) x)
(fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x)
(-.f64 (/.f64 (pow.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))) #s(literal 2 binary64)) (-.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))) x)) (/.f64 (.f64 x x) (-.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))) x)))
(-.f64 x (.f64 (/.f64 x t) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) x)))
(-.f64 x (.f64 (neg.f64 (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) x)) (/.f64 (neg.f64 x) t)))
(-.f64 x (.f64 (neg.f64 (/.f64 (neg.f64 x) t)) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) x)))
(+.f64 (/.f64 (pow.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))) #s(literal 3 binary64)) (fma.f64 x (-.f64 x (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)))) (pow.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x))) #s(literal 2 binary64)))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x (-.f64 x (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)))) (pow.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (*.f64 t x))) #s(literal 2 binary64)))))
(+.f64 (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (*.f64 t x))) x)
(+.f64 x (.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (*.f64 t x))))
(/.f64 (neg.f64 x) (neg.f64 (neg.f64 t)))
(/.f64 (neg.f64 x) t)
(/.f64 x (neg.f64 t))
(neg.f64 (/.f64 x t))
(neg.f64 x)
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(-.f64 (/.f64 (.f64 x x) (+.f64 #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))) x)) (/.f64 (pow.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))) #s(literal 2 binary64)) (+.f64 #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))) x)))
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#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z)))
#s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))
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(/.f64 (.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) z) t)
(fma.f64 (.f64 #s(literal 1/2 binary64) (.f64 (/.f64 z t) y)) z (*.f64 (/.f64 y t) z))
(fma.f64 z (.f64 #s(literal 1/2 binary64) (.f64 (/.f64 z t) y)) (*.f64 (/.f64 z t) y))
(+.f64 (.f64 (.f64 #s(literal 1/2 binary64) (.f64 (/.f64 z t) y)) z) (.f64 (/.f64 y t) z))
(+.f64 (.f64 z (.f64 #s(literal 1/2 binary64) (.f64 (/.f64 z t) y))) (.f64 (/.f64 z t) y))
(/.f64 (neg.f64 (-.f64 (.f64 x x) (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z)) t) #s(literal 2 binary64)))) (neg.f64 (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z)) t) x)))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z)) t) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z)) t) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z)) t) x) (*.f64 x x))))
(/.f64 (-.f64 (.f64 x x) (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z)) t) #s(literal 2 binary64))) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y) z)) t) x))
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(/.f64 (fma.f64 #s(literal -1/8 binary64) (pow.f64 (.f64 z y) #s(literal 3 binary64)) (pow.f64 y #s(literal 3 binary64))) (.f64 (fma.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) #s(literal 1/4 binary64) (.f64 y (-.f64 y (.f64 (.f64 z y) #s(literal 1/2 binary64))))) t))
(/.f64 (neg.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y)) (neg.f64 t))
(/.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y) t)
(neg.f64 (/.f64 (neg.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y)) t))
(neg.f64 (/.f64 (fma.f64 (*.f64 #s(literal 1/2 binary64) y) z y) (neg.f64 t)))
(fma.f64 (*.f64 #s(literal 1/2 binary64) y) (/.f64 z t) (/.f64 y t))
(fma.f64 #s(literal 1/2 binary64) (*.f64 (/.f64 z t) y) (/.f64 y t))
(fma.f64 z (/.f64 (*.f64 #s(literal 1/2 binary64) y) t) (/.f64 y t))
(+.f64 (/.f64 y t) (.f64 #s(literal 1/2 binary64) (.f64 (/.f64 z t) y)))
(+.f64 (.f64 #s(literal 1/2 binary64) (.f64 (/.f64 z t) y)) (/.f64 y t))
(*.f64 (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)) y)
(*.f64 y (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal 1 binary64)))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) #s(literal 2 binary64)) #s(literal 1 binary64)) y) (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal -1 binary64)))
(/.f64 (.f64 (-.f64 (pow.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) #s(literal 3 binary64)) #s(literal -1 binary64)) y) (-.f64 (+.f64 (pow.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) #s(literal 2 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z)))
(/.f64 (.f64 y (-.f64 (pow.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) #s(literal 2 binary64)) #s(literal 1 binary64))) (fma.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z #s(literal -1 binary64)))
(/.f64 (.f64 y (-.f64 (pow.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) #s(literal 3 binary64)) #s(literal -1 binary64))) (-.f64 (+.f64 (pow.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) #s(literal 2 binary64)) #s(literal 1 binary64)) (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z)))
(fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) y y)
(fma.f64 y (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) y)
(+.f64 (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) y) y)
(+.f64 (.f64 y (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z)) y)
(+.f64 y (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) y))
(+.f64 y (.f64 y (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z)))
#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
#s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x))
(.f64 (/.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x))) (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) (neg.f64 t)))
(.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) (neg.f64 t)) (/.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x))))
(.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) (/.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) (neg.f64 t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x))))
(/.f64 (.f64 (neg.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y))) (/.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x)))) t)
(/.f64 (.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) (/.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x)))) (neg.f64 t))
(/.f64 (.f64 (neg.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y))) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (.f64 t #s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x))))
(/.f64 (.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (.f64 (neg.f64 t) #s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x))))
(/.f64 (/.f64 (pow.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) #s(literal 2 binary64)) (neg.f64 t)) (.f64 t #s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x))))
(/.f64 (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t) #s(literal 2 binary64)) (neg.f64 #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x))))
(/.f64 (neg.f64 (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t) #s(literal 2 binary64))) (neg.f64 (neg.f64 #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x)))))
(/.f64 (neg.f64 (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t) #s(literal 2 binary64))) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x)))
(neg.f64 (/.f64 (pow.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t) #s(literal 2 binary64)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x))))
(neg.f64 (.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) (/.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x)))))
#s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 #s(literal 1/6 binary64) y) z))

eval71.0ms (0.5%)

Memory: -17.9MiB live, 129.5MiB allocated; 20ms collecting garbage
Compiler: Compiled 34 775 to 2 676 computations (92.3% saved)

prune31.0ms (0.2%)

Memory

-28.4MiB live, 63.5MiB allocated; 6ms collecting garbage

Pruning

28 alts after pruning (20 fresh and 8 done)

	Pruned	Kept	Total
New	440	8	448
Fresh	3	12	15
Picked	3	2	5
Done	0	6	6
Total	446	28	474

Accuracy

99.6%

Counts

474 → 28

Alt Table

Click to see full alt table

Status	Accuracy	Program
✓	58.9%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
	61.5%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 y (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64))) z y) z #s(literal 1 binary64)))) t))
✓	61.4%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t))
	68.7%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
	37.7%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (*.f64 (expm1.f64 z) y))) t))
	6.8%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(approx (+ (* (+ (* (* z y) 1/2) y) z) 1) (.f64 (.f64 (*.f64 z z) #s(literal 1/2 binary64)) y)))) t))
	69.8%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))
	69.8%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) y y) z)) t))
✓	84.7%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
	67.5%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)) y) y)) z)) t))
	57.0%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) z) y) y)) z)) t))
✓	55.0%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t))
✓	76.1%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
✓	77.9%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
	72.9%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) t) z)) y)))
	52.9%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) #s(literal 1/4 binary64) (.f64 (neg.f64 y) y)) (.f64 (-.f64 (.f64 (.f64 z y) #s(literal 1/2 binary64)) y) t)) z))))
✓	70.3%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))))
	75.6%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 #s(approx (/ (+ ( (* 1/2 y) z) y) t) (/.f64 y t)) z))))
	57.3%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 #s(approx (/ (+ ( (* 1/2 y) z) y) t) (.f64 (/.f64 (.f64 z y) t) #s(literal 1/2 binary64))) z))))
	56.5%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) #s(approx (* (/ (+ (* (* 1/2 y) z) y) t) z) (.f64 (/.f64 (.f64 (*.f64 z z) y) t) #s(literal 1/2 binary64))))))
	44.4%	(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y))) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (.f64 t #s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x)))))
	44.5%	(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 y z))) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t)) (.f64 t (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 y z)) t) x))))
	65.5%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 #s(approx (* y (- (exp z) 1)) (.f64 (fma.f64 (.f64 z y) #s(literal 1/2 binary64) y) z))) x) x))
	68.3%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) #s(approx (/ (log (+ 1 (* y (- (exp z) 1)))) x) (/.f64 (*.f64 z y) x)) x))
✓	84.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x))
	61.0%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal 1/24 binary64) (.f64 y z) (.f64 #s(literal 1/6 binary64) y)) z (.f64 #s(literal 1/2 binary64) y)) z y) z))) (*.f64 t x)) x))
	61.9%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) z))) (*.f64 t x)) x))
	31.6%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) (neg.f64 t)))

Compiler

Compiled 2 369 to 946 computations (60.1% saved)

regimes117.0ms (0.9%)

Memory

23.4MiB live, 117.9MiB allocated; 15ms collecting garbage

Counts

41 → 3

Calls

Call 1

Inputs
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 #s(approx (/ (+ ( (* 1/2 y) z) y) t) (/.f64 y t)) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) #s(approx (* (/ (+ (* (* 1/2 y) z) y) t) z) (.f64 (/.f64 (.f64 (*.f64 z z) y) t) #s(literal 1/2 binary64))))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 #s(approx (/ (+ ( (* 1/2 y) z) y) t) (.f64 (/.f64 (.f64 z y) t) #s(literal 1/2 binary64))) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y) t) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) t) z)) y)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) z) y) y)) z)) t))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) #s(approx (/ (log (+ 1 (* y (- (exp z) 1)))) x) (/.f64 (*.f64 z y) x)) x))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) y y) z)) t))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) t) z)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 (.f64 #s(literal -1/2 binary64) z) y) y (fma.f64 (.f64 (neg.f64 y) z) #s(literal -1/2 binary64) y)) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)) y) y)) z)) t))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y))) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (.f64 t #s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x)))))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 y z))) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t)) (.f64 t (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 y z)) t) x))))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x)))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(approx (+ (* (+ (* (* z y) 1/2) y) z) 1) (.f64 (.f64 (*.f64 z z) #s(literal 1/2 binary64)) y)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 y (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64))) z y) z #s(literal 1 binary64)))) t))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) z))) (*.f64 t x)) x))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 #s(approx (* y (- (exp z) 1)) (.f64 (fma.f64 (.f64 z y) #s(literal 1/2 binary64) y) z))) x) x))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) #s(literal 1/4 binary64) (.f64 (neg.f64 y) y)) (.f64 (-.f64 (.f64 (.f64 z y) #s(literal 1/2 binary64)) y) t)) z))))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal 1/24 binary64) (.f64 y z) (.f64 #s(literal 1/6 binary64) y)) z (.f64 #s(literal 1/2 binary64) y)) z y) z))) (*.f64 t x)) x))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) (neg.f64 t)))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (*.f64 (expm1.f64 z) y))) t))
(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (.f64 (expm1.f64 z) y)) (.f64 t x)) x))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (*.f64 y (expm1.f64 z))) x) x))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (/.f64 (.f64 (expm1.f64 (.f64 z #s(literal 3 binary64))) y) (fma.f64 (exp.f64 z) (exp.f64 z) (-.f64 (exp.f64 z) #s(literal -1 binary64))))) (*.f64 t x)) x))

Outputs

#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 #s(approx (* y (- (exp z) 1)) (*.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z))) x) x))

(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))

(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (*.f64 (expm1.f64 z) y))) t))

Calls

9 calls:

40.0ms	(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))
10.0ms	(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))
10.0ms	t
10.0ms	x
10.0ms	y

Results

Accuracy	Segments	Branch
92.1%	2	`(exp.f64 z)`
97.5%	3	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
97.5%	3	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`
97.5%	4	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
95.7%	4	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
96.0%	3	`x`
96.4%	3	`y`
92.1%	2	`z`
94.1%	3	`t`

Compiler

Compiled 47 to 63 computations (-34% saved)

regimes119.0ms (0.9%)

Memory

15.9MiB live, 107.7MiB allocated; 6ms collecting garbage

Counts

36 → 3

Calls

Call 1

Inputs
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 #s(approx (/ (+ ( (* 1/2 y) z) y) t) (/.f64 y t)) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) #s(approx (* (/ (+ (* (* 1/2 y) z) y) t) z) (.f64 (/.f64 (.f64 (*.f64 z z) y) t) #s(literal 1/2 binary64))))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 #s(approx (/ (+ ( (* 1/2 y) z) y) t) (.f64 (/.f64 (.f64 z y) t) #s(literal 1/2 binary64))) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y) t) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) t) z)) y)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) z) y) y)) z)) t))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) #s(approx (/ (log (+ 1 (* y (- (exp z) 1)))) x) (/.f64 (*.f64 z y) x)) x))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) y y) z)) t))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) t) z)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 (.f64 #s(literal -1/2 binary64) z) y) y (fma.f64 (.f64 (neg.f64 y) z) #s(literal -1/2 binary64) y)) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)) y) y)) z)) t))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y))) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (.f64 t #s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x)))))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 y z))) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t)) (.f64 t (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 y z)) t) x))))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x)))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(approx (+ (* (+ (* (* z y) 1/2) y) z) 1) (.f64 (.f64 (*.f64 z z) #s(literal 1/2 binary64)) y)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 y (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64))) z y) z #s(literal 1 binary64)))) t))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) z))) (*.f64 t x)) x))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 #s(approx (* y (- (exp z) 1)) (.f64 (fma.f64 (.f64 z y) #s(literal 1/2 binary64) y) z))) x) x))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (pow.f64 (.f64 z y) #s(literal 2 binary64)) #s(literal 1/4 binary64) (.f64 (neg.f64 y) y)) (.f64 (-.f64 (.f64 (.f64 z y) #s(literal 1/2 binary64)) y) t)) z))))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal 1/24 binary64) (.f64 y z) (.f64 #s(literal 1/6 binary64) y)) z (.f64 #s(literal 1/2 binary64) y)) z y) z))) (*.f64 t x)) x))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/.f64 (log1p.f64 (*.f64 (expm1.f64 z) y)) (neg.f64 t)))

Outputs

#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 #s(approx (* y (- (exp z) 1)) (*.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z))) x) x))

(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))

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

Calls

9 calls:

44.0ms	(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))
17.0ms	t
9.0ms	y
9.0ms	x
9.0ms	z

Results

Accuracy	Segments	Branch
85.4%	1	`(exp.f64 z)`
87.2%	2	`z`
85.4%	1	`t`
89.6%	3	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
92.4%	4	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
87.3%	2	`x`
90.3%	3	`y`
91.9%	3	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
91.9%	3	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`

Compiler

Compiled 47 to 63 computations (-34% saved)

regimes57.0ms (0.4%)

Memory

-28.0MiB live, 20.7MiB allocated; 10ms collecting garbage

Counts

32 → 2

Calls

Call 1

Inputs
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 #s(approx (/ (+ ( (* 1/2 y) z) y) t) (/.f64 y t)) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) #s(approx (* (/ (+ (* (* 1/2 y) z) y) t) z) (.f64 (/.f64 (.f64 (*.f64 z z) y) t) #s(literal 1/2 binary64))))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 #s(approx (/ (+ ( (* 1/2 y) z) y) t) (.f64 (/.f64 (.f64 z y) t) #s(literal 1/2 binary64))) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y) t) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) t) z))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) t) z)) y)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (*.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) y) y) z)) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (*.f64 #s(literal -1/2 binary64) z) y) y)) z)) t))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) #s(approx (/ (log (+ 1 (* y (- (exp z) 1)))) x) (/.f64 (*.f64 z y) x)) x))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (.f64 (fma.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) #s(literal 1 binary64)) y) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal 1/2 binary64)) z) y y) z)) t))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) t) z)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal -1/2 binary64) z) (fma.f64 y y (neg.f64 y)) y) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 (.f64 #s(literal -1/2 binary64) z) y) y (fma.f64 (.f64 (neg.f64 y) z) #s(literal -1/2 binary64) y)) z)) t))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 #s(approx (+ ( (* -1/2 z) (+ (* y y) (neg y))) y) (.f64 (.f64 (fma.f64 #s(literal -1/2 binary64) z (/.f64 (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64)) y)) y) y)) z)) t))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y))) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (.f64 t #s(approx (+ (/ (log (+ (- 1 y) (* y (exp z)))) t) x) (fma.f64 (/.f64 z t) y x)))))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 y z))) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 y z)) t)) (.f64 t (+.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 y z)) t) x))))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) #s(approx (+ (/ (log (+ (- 1 y) ( y (exp z)))) t) x) (fma.f64 y (/.f64 z t) x))))
(+.f64 (/.f64 (.f64 x x) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t) x)) (/.f64 (.f64 (neg.f64 (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 z y)) t)) (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (.f64 z y)) t)) (+.f64 (/.f64 #s(approx (log (+ (- 1 y) ( y (exp z)))) (*.f64 z y)) t) x)))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))
(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(approx (+ (* (+ (* (* z y) 1/2) y) z) 1) (.f64 (.f64 (*.f64 z z) #s(literal 1/2 binary64)) y)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 z y) #s(literal 1/2 binary64) y) z #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 #s(approx (+ (* 1/6 (* z y)) (* 1/2 y)) (.f64 (.f64 y z) #s(literal 1/6 binary64))) z y) z #s(literal 1 binary64)))) t))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (*.f64 y (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64))) z y) z #s(literal 1 binary64)))) t))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) y) z y) z))) (*.f64 t x)) x))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) (.f64 z y) (.f64 #s(literal 1/2 binary64) y)) z y) z #s(literal 1 binary64)))) t))

Outputs
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))

Calls

2 calls:

49.0ms	(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))
6.0ms	(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))

Results

Accuracy	Segments	Branch
89.4%	2	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
89.4%	2	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`

Compiler

Compiled 17 to 19 computations (-11.8% saved)

regimes55.0ms (0.4%)

Memory

17.4MiB live, 105.0MiB allocated; 10ms collecting garbage

Counts

23 → 2

Calls

Call 1

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

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

Calls

9 calls:

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

Results

Accuracy	Segments	Branch
84.9%	2	`(exp.f64 z)`
82.8%	3	`t`
84.9%	2	`z`
82.4%	3	`x`
77.9%	1	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
80.7%	2	`y`
77.9%	1	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
82.0%	2	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
82.0%	2	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`

Compiler

Compiled 47 to 63 computations (-34% saved)

regimes40.0ms (0.3%)

Memory

24.3MiB live, 68.8MiB allocated; 3ms collecting garbage

Counts

22 → 1

Calls

Call 1

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

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

Calls

7 calls:

7.0ms	(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))
6.0ms	z
6.0ms	x
6.0ms	t
6.0ms	y

Results

Accuracy	Segments	Branch
77.9%	1	`y`
77.9%	1	`x`
77.9%	1	`t`
77.9%	1	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
77.9%	1	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`
77.9%	1	`(exp.f64 z)`
77.9%	1	`z`

Compiler

Compiled 23 to 40 computations (-73.9% saved)

regimes35.0ms (0.3%)

Memory

-48.5MiB live, 14.9MiB allocated; 27ms collecting garbage

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

9 calls:

27.0ms	(exp.f64 z)
1.0ms	t
1.0ms	x
1.0ms	(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))
1.0ms	z

Results

Accuracy	Segments	Branch
75.6%	1	`t`
75.6%	1	`(exp.f64 z)`
75.6%	1	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
75.6%	1	`y`
75.6%	1	`z`
75.6%	1	`x`
75.6%	1	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
75.6%	1	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
75.6%	1	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`

Compiler

Compiled 47 to 63 computations (-34% saved)

bsearch1.0ms (0%)

Memory

0.5MiB live, 0.5MiB allocated; 0ms collecting garbage

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	0.0	0.07480874407081259
0.0ms	-inf	-1.1102230246251565e-16

Compiler

Compiled 16 to 19 computations (-18.8% saved)

bsearch1.0ms (0%)

Memory

0.6MiB live, 0.6MiB allocated; 0ms collecting garbage

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	138.7286354704358	144.02373634463493
0.0ms	-inf	-1.1102230246251565e-16

Compiler

Compiled 16 to 19 computations (-18.8% saved)

bsearch0.0ms (0%)

Memory

0.4MiB live, 0.4MiB allocated; 0ms collecting garbage

Algorithm

1×	left-value

Steps

Time	Left	Right
0.0ms	138.7286354704358	144.02373634463493

Compiler

Compiled 16 to 19 computations (-18.8% saved)

bsearch24.0ms (0.2%)

Memory

32.2MiB live, 32.2MiB allocated; 0ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
22.0ms	-10259796459.921234	-1582932457.635374

Samples

11.0ms	39×	1	valid
5.0ms	57×	0	valid
1.0ms	19×	0	invalid

Compiler

Compiled 262 to 223 computations (14.9% saved)

Precisions

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

ival-log: 6.0ms (45.4% of total)

ival-sub: 2.0ms (15.1% of total)

adjust: 2.0ms (15.1% of total)

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

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

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

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

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

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

exact: 0.0ms (0% of total)

simplify90.0ms (0.7%)

Memory

-15.6MiB live, 74.6MiB allocated; 9ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	74	353
1	118	353
2	214	353
3	449	353
4	1143	353
5	5638	353

Stop Event

1×	node limit

Calls

Call 1

Inputs
(if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal -inf.0 binary64)) #s(approx (- x (/ (log (+ (- 1 y) ( y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 #s(approx (* y (- (exp z) 1)) (.f64 (fma.f64 (.f64 z y) #s(literal 1/2 binary64) y) z))) x) x)) (if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal 0 binary64)) (-.f64 x #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y))) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) ( y (exp z))) (*.f64 (expm1.f64 z) y))) t))))
(if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal -inf.0 binary64)) #s(approx (- x (/ (log (+ (- 1 y) ( y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 #s(approx (* y (- (exp z) 1)) (.f64 (fma.f64 (.f64 z y) #s(literal 1/2 binary64) y) z))) x) x)) (if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal 140 binary64)) (-.f64 x #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y))) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) ( y (exp z))) #s(literal 1 binary64))) t))))
(if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal 140 binary64)) (-.f64 x #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y))) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) ( y (exp z))) #s(literal 1 binary64))) t)))
(if (<=.f64 z #s(literal -4800000000 binary64)) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t)) (-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 #s(approx (/ (+ ( (* 1/2 y) z) y) t) (/.f64 y t)) z))))

Outputs
(if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal -inf.0 binary64)) #s(approx (- x (/ (log (+ (- 1 y) ( y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 #s(approx (* y (- (exp z) 1)) (.f64 (fma.f64 (.f64 z y) #s(literal 1/2 binary64) y) z))) x) x)) (if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal 0 binary64)) (-.f64 x #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y))) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) ( y (exp z))) (*.f64 (expm1.f64 z) y))) t))))
(if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal -inf.0 binary64)) #s(approx (- x (/ (log (+ (- 1 y) ( y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 #s(approx (* y (- (exp z) 1)) (.f64 (fma.f64 (.f64 z y) #s(literal 1/2 binary64) y) z))) x) x)) (if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal 140 binary64)) (-.f64 x #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y))) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) ( y (exp z))) #s(literal 1 binary64))) t))))
(if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal 140 binary64)) (-.f64 x #s(approx (/ (log (+ (- 1 y) ( y (exp z)))) t) (.f64 (/.f64 (expm1.f64 z) t) y))) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) ( y (exp z))) #s(literal 1 binary64))) t)))
(if (<=.f64 z #s(literal -4800000000 binary64)) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t)) (-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y))))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 #s(approx (/ (+ ( (* 1/2 y) z) y) t) (/.f64 y t)) z))))

derivations304.0ms (2.3%)

Memory

-5.6MiB live, 228.1MiB allocated; 35ms collecting garbage

Stop Event

1×

fuel

Compiler

Compiled 353 to 76 computations (78.5% saved)

preprocess69.0ms (0.5%)

Memory: 2.9MiB live, 59.1MiB allocated; 7ms collecting garbage
Compiler: Compiled 814 to 226 computations (72.2% saved)

end0.0ms (0%)

Memory: 0.0MiB live, 0.0MiB allocated; 0ms collecting garbage

start0.0ms (0%)

analyze696.0ms (5.3%)

sample5.4s (41.6%)

explain408.0ms (3.1%)

preprocess160.0ms (1.2%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify164.0ms (1.3%)

localize173.0ms (1.3%)

series181.0ms (1.4%)

simplify186.0ms (1.4%)

rewrite51.0ms (0.4%)

eval50.0ms (0.4%)

prune18.0ms (0.1%)

simplify184.0ms (1.4%)

localize347.0ms (2.7%)

series132.0ms (1%)

simplify200.0ms (1.5%)

rewrite205.0ms (1.6%)

eval53.0ms (0.4%)

prune23.0ms (0.2%)

simplify184.0ms (1.4%)

localize466.0ms (3.6%)

series415.0ms (3.2%)

simplify554.0ms (4.2%)

rewrite242.0ms (1.8%)

eval164.0ms (1.3%)

prune46.0ms (0.4%)

simplify144.0ms (1.1%)

localize486.0ms (3.7%)

series255.0ms (1.9%)

simplify235.0ms (1.8%)

rewrite210.0ms (1.6%)

eval71.0ms (0.5%)

prune31.0ms (0.2%)

regimes117.0ms (0.9%)

regimes119.0ms (0.9%)

regimes57.0ms (0.4%)

regimes55.0ms (0.4%)

regimes40.0ms (0.3%)

regimes35.0ms (0.3%)

bsearch1.0ms (0%)

bsearch1.0ms (0%)

bsearch0.0ms (0%)

bsearch24.0ms (0.2%)

simplify90.0ms (0.7%)

derivations304.0ms (2.3%)

preprocess69.0ms (0.5%)

end0.0ms (0%)

Profiling