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

start0.0ms (0%)

Memory: 0.1MiB live, 0.1MiB allocated; 0ms collecting garbage

analyze676.0ms (4.8%)

Memory

30.4MiB live, 477.6MiB allocated; 781ms 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)

sample5.8s (40.9%)

Memory

122.4MiB live, 5 794.9MiB allocated; 1.3s collecting garbage

Samples

2.2s	4 695×	1	valid
1.8s	1 629×	5	exit
488.0ms	3 561×	0	valid
273.0ms	669×	1	invalid
154.0ms	1 800×	0	invalid

Precisions

Click to see histograms. Total time spent on operations: 4.1s

ival-log: 1.5s (35.7% of total)

adjust: 830.0ms (20.2% of total)

ival-exp: 752.0ms (18.3% of total)

ival-sub: 319.0ms (7.8% of total)

ival-mult: 295.0ms (7.2% of total)

ival-div: 285.0ms (7% of total)

ival-add: 130.0ms (3.2% of total)

ival-true: 10.0ms (0.2% of total)

exact: 9.0ms (0.2% of total)

ival-assert: 6.0ms (0.1% of total)

Bogosity

explain361.0ms (2.5%)

Memory

6.9MiB live, 429.9MiB allocated; 93ms collecting garbage

FPErrors

Click to see full error table

Ground Truth	Overpredictions	Example	Underpredictions	Example	Subexpression
160	36	(-7.496788759739101e+124 2.5259929352823473e-286 -4.197733129483661e-65 2.5531567282611882e+44)	0	-	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`
76	1	(-3.97375591534112e-120 4016905382013391.5 6.788556817791979e-116 2.484162102521649e+86)	0	-	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
12	0	-	1	(2.0672893980528395e-144 -3.822767246376408e-50 2.5160340943205344e-267 5.0461248809773845e-170)	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
1	0	-	0	-	`(*.f64 y (exp.f64 z))`
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	-	`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	196	0
`+.f64`	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`	cancellation	29	0
`/.f64`	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`	u/n	3	0
↳	`(exp.f64 z)`	underflow	81
↳	`(*.f64 y (exp.f64 z))`	underflow	81
↳	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`	underflow	35
`*.f64`	`(*.f64 y (exp.f64 z))`	*no**	1	0

Confusion

	Predicted +	Predicted -
+	105	12
-	111	28

Precision

0.4861111111111111

Recall

0.8974358974358975

Confusion?

	Predicted +	Predicted Maybe	Predicted -
+	105	0	12
-	111	0	28

Precision?

0.4861111111111111

Recall?

0.8974358974358975

Freqs

test

number	freq
0	40
1	203
2	13

Total Confusion?

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

Precision?

1.0

Recall?

1.0

Samples

149.0ms	358×	1	valid
59.0ms	96×	2	valid
5.0ms	56×	0	valid
2.0ms	2×	3	valid

Compiler

Compiled 127 to 40 computations (68.5% saved)

Precisions

Click to see histograms. Total time spent on operations: 182.0ms

ival-log: 69.0ms (38% of total)

ival-exp: 49.0ms (27% of total)

adjust: 22.0ms (12.1% of total)

ival-sub: 20.0ms (11% of total)

ival-div: 8.0ms (4.4% of total)

ival-mult: 6.0ms (3.3% of total)

ival-add: 5.0ms (2.8% of total)

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

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

exact: 0.0ms (0% of total)

preprocess221.0ms (1.6%)

Memory

-18.6MiB live, 222.5MiB allocated; 27ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	67	194
1	137	194
2	356	192
3	1190	190
4	4104	190
0	12	13
0	19	13
1	31	13
2	63	13
3	183	13
4	544	13
5	3234	13
6	7960	13
0	8058	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 (*.f64 (+.f64 #s(literal -1 binary64) (exp.f64 z)) 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

0.9MiB live, 0.9MiB allocated; 0ms collecting garbage

Alt Table

Click to see full alt table

Status	Accuracy	Program
▶	56.7%	(-.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)

simplify142.0ms (1%)

Memory

-3.9MiB live, 143.3MiB allocated; 17ms 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	63	55
3	183	55
4	544	55
5	3234	55
6	7960	55
0	8058	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 (*.f64 (+.f64 #s(literal -1 binary64) (exp.f64 z)) y)) t))
x
(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)
(/.f64 (log1p.f64 (*.f64 (+.f64 #s(literal -1 binary64) (exp.f64 z)) y)) t)
(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))
(log1p.f64 (*.f64 (+.f64 #s(literal -1 binary64) (exp.f64 z)) 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

localize166.0ms (1.2%)

Memory

20.7MiB live, 170.7MiB allocated; 29ms collecting garbage

Localize:

Found 4 expressions of interest:

New	Metric	Score
accuracy	0.23869877330989958	(*.f64 y (exp.f64 z))
accuracy	2.493411556845621	(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)
accuracy	18.04964577923603	(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))
accuracy	36.44312023887389	(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))

Samples

88.0ms	179×	1	valid
64.0ms	48×	2	valid
3.0ms	28×	0	valid
1.0ms	1×	3	valid

Compiler

Compiled 57 to 14 computations (75.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 139.0ms

ival-exp: 56.0ms (40.3% of total)

ival-log: 42.0ms (30.2% of total)

adjust: 25.0ms (18% of total)

ival-sub: 6.0ms (4.3% of total)

ival-div: 4.0ms (2.9% of total)

ival-mult: 3.0ms (2.2% of total)

ival-add: 3.0ms (2.2% of total)

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

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

exact: 0.0ms (0% of total)

series209.0ms (1.5%)

Memory

-19.4MiB live, 165.5MiB allocated; 33ms 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
54.0ms	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)))
44.0ms	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)))
35.0ms	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)))
31.0ms	x	@	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)))
23.0ms	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)))

simplify231.0ms (1.6%)

Memory

-4.5MiB live, 229.3MiB allocated; 35ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	335	1597
1	1079	1468
2	4058	1425
0	9154	1220

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

rewrite191.0ms (1.3%)

Memory

41.3MiB live, 275.9MiB allocated; 29ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	12	45
0	19	45
1	72	45
2	528	45
3	7195	45
0	8155	41

Stop Event

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

Counts

5 → 188

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

eval134.0ms (0.9%)

Memory: -20.7MiB live, 98.3MiB allocated; 68ms collecting garbage
Compiler: Compiled 10 145 to 1 411 computations (86.1% saved)

prune45.0ms (0.3%)

Memory

-20.1MiB live, 26.1MiB allocated; 8ms collecting garbage

Pruning

15 alts after pruning (15 fresh and 0 done)

	Pruned	Kept	Total
New	239	15	254
Fresh	0	0	0
Picked	1	0	1
Done	0	0	0
Total	240	15	255

Accuracy

99.7%

Counts

255 → 15

Alt Table

Click to see full alt table

Status	Accuracy	Program
	62.5%	(-.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))
	65.3%	(-.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))
▶	82.0%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t))
▶	70.9%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
	69.8%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))
	14.2%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (+.f64 (log.f64 y) (log.f64 (expm1.f64 z)))) t))
	52.4%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) z) (-.f64 y (*.f64 y y)) y) z)) t))
	82.4%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
▶	69.4%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
	54.0%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/2 binary64) z) (-.f64 y (*.f64 y y)) y) t) z)))
▶	83.6%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y)))
	19.0%	(.f64 (/.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 (pow.f64 (/.f64 (log.f64 (fma.f64 (exp.f64 z) y (-.f64 #s(literal 1 binary64) y))) t) #s(literal 3 binary64)) (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)))
▶	54.0%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (-.f64 (.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64)) (/.f64 y t)) z x))
	17.1%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/.f64 (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)) (neg.f64 t)))
	79.0%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (.f64 (neg.f64 x) (-.f64 (/.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) (*.f64 t x)) #s(literal 1 binary64))))

Compiler

Compiled 756 to 542 computations (28.3% saved)

simplify218.0ms (1.5%)

Memory

-0.7MiB live, 143.3MiB allocated; 13ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))
cost-diff	0	(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64))))
cost-diff	0	(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t)
cost-diff	0	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t))
cost-diff	0	#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))
cost-diff	0	(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64))))
cost-diff	0	(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t)
cost-diff	0	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
cost-diff	0	(-.f64 (.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64)) (/.f64 y t))
cost-diff	0	(fma.f64 (-.f64 (.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64)) (/.f64 y t)) z x)
cost-diff	0	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (-.f64 (.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64)) (/.f64 y t)) z x))
cost-diff	1	(.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64))
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	41	361
0	66	361
1	100	361
2	193	361
3	483	361
4	1417	361
5	6001	361
0	8996	337

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

localize284.0ms (2%)

Memory

-17.2MiB live, 171.6MiB allocated; 25ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.0	#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))
accuracy	0.23479252330989958	(fma.f64 (expm1.f64 z) y #s(literal 1 binary64))
accuracy	2.493411556845621	(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t)
accuracy	36.44312023887389	(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64))))
accuracy	0.0	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
accuracy	2.493411556845621	(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t)
accuracy	13.844657622498579	#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))
accuracy	36.44312023887389	(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64))))
accuracy	3.644468724248357	(/.f64 (.f64 (-.f64 y (.f64 y y)) z) t)
accuracy	5.253879415792676	(-.f64 (.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64)) (/.f64 y t))
accuracy	6.191764939134571	(.f64 (-.f64 y (.f64 y y)) z)
accuracy	24.108280451393888	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (-.f64 (.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64)) (/.f64 y t)) z x))
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	2.493411556845621	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t)
accuracy	27.874529438476962	#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y))
accuracy	0.0	(expm1.f64 z)
accuracy	0.24286120014329166	(/.f64 (expm1.f64 z) t)
accuracy	2.5891367934685197	(*.f64 (/.f64 (expm1.f64 z) t) y)
accuracy	14.486061604728148	#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y))

Samples

150.0ms	179×	1	valid
42.0ms	48×	2	valid
42.0ms	1×	3	valid
6.0ms	28×	0	valid

Compiler

Compiled 287 to 31 computations (89.2% saved)

Precisions

Click to see histograms. Total time spent on operations: 203.0ms

adjust: 67.0ms (33% of total)

ival-mult: 35.0ms (17.2% of total)

ival-log: 31.0ms (15.3% of total)

ival-add: 30.0ms (14.8% of total)

ival-exp: 17.0ms (8.4% of total)

ival-div: 11.0ms (5.4% of total)

ival-sub: 9.0ms (4.4% of total)

ival-expm1: 2.0ms (1% of total)

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

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

exact: 0.0ms (0% of total)

series170.0ms (1.2%)

Memory

11.5MiB live, 143.7MiB allocated; 15ms collecting garbage

Counts

24 → 121

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

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

Calls

12 calls:

Time	Variable		Point	Expression
49.0ms	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) (* (/ (* (- y (* y y)) z) t) -1/2) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) (- 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))) (- 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) (* (- y (* y y)) z) (/ (* (- y (* y y)) z) t) (+ (* (- (exp z) 1) y) 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) (* (/ (* (- y (* y y)) z) t) -1/2) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) (- 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))) (- 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) (* (- y (* y y)) z) (/ (* (- y (* y y)) z) t) (+ (* (- (exp z) 1) y) 1))
15.0ms	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) (* (/ (* (- y (* y y)) z) t) -1/2) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) (- 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))) (- 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) (* (- y (* y y)) z) (/ (* (- y (* y y)) z) t) (+ (* (- (exp z) 1) y) 1))
12.0ms	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) (* (/ (* (- y (* y y)) z) t) -1/2) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) (- 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))) (- 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) (* (- y (* y y)) z) (/ (* (- y (* y y)) z) t) (+ (* (- (exp z) 1) y) 1))
10.0ms	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) (* (/ (* (- y (* y y)) z) t) -1/2) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) (- 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))) (- 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) (* (- y (* y y)) z) (/ (* (- y (* y y)) z) t) (+ (* (- (exp z) 1) y) 1))

simplify264.0ms (1.9%)

Memory

-2.6MiB live, 250.8MiB allocated; 40ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	518	2422
1	1750	2262
2	6443	2205
0	8374	1956

Stop Event

1×	iter limit
1×	node limit

Counts

121 → 119

Calls

Call 1

Inputs
(* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t))
(- x (/ (log (- (+ 1 (* y (exp z))) y)) t))
(* z (- (* -1/2 (/ (* z (- y (pow y 2))) t)) (/ y t)))
(+ x (* z (- (* -1/2 (/ (* z (- y (pow y 2))) t)) (/ y t))))
x
(* x (+ 1 (* -1 (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)))))
(* x (+ 1 (/ (* z (- (* -1/2 (/ (* z (- y (pow y 2))) t)) (/ y t))) x)))
(* -1 (* x (- (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)) 1)))
(* -1 (* x (- (* -1 (/ (* z (- (* -1/2 (/ (* z (- y (pow y 2))) t)) (/ 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)
(* -1/2 (/ (* y z) t))
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(/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)
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Outputs
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z
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rewrite192.0ms (1.4%)

Memory

33.7MiB live, 268.4MiB allocated; 23ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	41	321
0	66	321
1	255	315
2	1999	315
0	9540	301

Stop Event

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

Counts

24 → 283

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))
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(.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (-.f64 (.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64)) (/.f64 y t)) z x))
(fma.f64 (-.f64 (.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64)) (/.f64 y t)) z x)
(-.f64 (.f64 (/.f64 (.f64 (-.f64 y (*.f64 y y)) z) t) #s(literal -1/2 binary64)) (/.f64 y t))
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(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))
(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t))
(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t)
(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64))))
#s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))
(expm1.f64 z)
(.f64 (-.f64 y (.f64 y y)) z)
(/.f64 (.f64 (-.f64 y (.f64 y y)) z) t)
(fma.f64 (expm1.f64 z) y #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))))
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(*.f64 y (/.f64 (expm1.f64 z) t))
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(/.f64 (neg.f64 (neg.f64 (*.f64 (expm1.f64 z) y))) (neg.f64 (neg.f64 t)))
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(/.f64 (-.f64 (.f64 (exp.f64 z) t) (.f64 t #s(literal 1 binary64))) (*.f64 t t))
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eval87.0ms (0.6%)

Memory: -28.7MiB live, 113.8MiB allocated; 16ms collecting garbage
Compiler: Compiled 17 946 to 2 169 computations (87.9% saved)

prune23.0ms (0.2%)

Memory

11.4MiB live, 57.9MiB allocated; 4ms collecting garbage

Pruning

24 alts after pruning (21 fresh and 3 done)

	Pruned	Kept	Total
New	395	16	411
Fresh	5	5	10
Picked	2	3	5
Done	0	0	0
Total	402	24	426

Accuracy

99.9%

Counts

426 → 24

Alt Table

Click to see full alt table

Status	Accuracy	Program
	65.3%	(-.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))
✓	82.0%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t))
▶	62.5%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 #s(approx (- (exp z) 1) (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z)) y #s(literal 1 binary64)))) t))
✓	70.9%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
	69.8%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))
	14.2%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (+.f64 (log.f64 y) (log.f64 (expm1.f64 z)))) t))
▶	82.4%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
✓	69.4%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
▶	63.5%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 #s(approx (- (exp z) 1) (.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z)) t) y)))
	70.5%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
▶	63.9%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (*.f64 #s(literal 1/6 binary64) z) z (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64))) t) z)) y)))
	65.1%	(-.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)))
	63.6%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (/.f64 (.f64 (fma.f64 (.f64 z y) #s(literal 1/2 binary64) y) z) t))))
	19.0%	(.f64 (/.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 (pow.f64 (/.f64 (log.f64 (fma.f64 (exp.f64 z) y (-.f64 #s(literal 1 binary64) y))) t) #s(literal 3 binary64)) (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)))
	41.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (-.f64 (.f64 (.f64 #s(literal -1/2 binary64) (.f64 (-.f64 y (.f64 y y)) z)) t) (.f64 t y)) (.f64 t t)) z x))
	63.3%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (-.f64 (.f64 #s(approx (/ ( (- y (* y y)) z) t) (*.f64 (/.f64 y t) z)) #s(literal -1/2 binary64)) (/.f64 y t)) z x))
	62.3%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (-.f64 #s(approx (* (/ (* (- y (* y y)) z) t) -1/2) (.f64 (.f64 y (*.f64 (/.f64 y t) z)) #s(literal 1/2 binary64))) (/.f64 y t)) z x))
▶	68.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 z) (/.f64 y t) x))
	79.0%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) (*.f64 t x)) x))
	62.8%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 #s(approx (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) (.f64 (-.f64 (.f64 (/.f64 z t) #s(literal -1/2 binary64)) (/.f64 #s(literal 1 binary64) t)) y)) z x))
	17.1%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) (neg.f64 t)))
	64.0%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (fma.f64 (-.f64 (.f64 (/.f64 z t) #s(literal -1/2 binary64)) (/.f64 #s(literal 1 binary64) t)) (.f64 z y) x)))
	12.6%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (.f64 (-.f64 (.f64 (.f64 (-.f64 z (.f64 z y)) y) #s(literal -1/2 binary64)) y) (/.f64 z t))))
	3.1%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (.f64 (.f64 y (/.f64 (.f64 (.f64 z z) y) t)) #s(literal 1/2 binary64))))

Compiler

Compiled 1 456 to 991 computations (31.9% saved)

simplify155.0ms (1.1%)

Memory

27.3MiB live, 171.2MiB allocated; 15ms collecting garbage

Localize:

Found 20 expressions of interest:

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

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	47	532
0	77	530
1	123	518
2	247	518
3	645	518
4	1917	518
5	6852	518
0	8028	498

Stop Event

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

Calls

Call 1

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

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

localize357.0ms (2.5%)

Memory

-31.8MiB live, 340.2MiB allocated; 83ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	0.23479252330989958	(fma.f64 #s(approx (- (exp z) 1) (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z)) y #s(literal 1 binary64))
accuracy	2.493411556845621	(/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 #s(approx (- (exp z) 1) (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z)) y #s(literal 1 binary64)))) t)
accuracy	20.078682834791728	#s(approx (- (exp z) 1) (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z))
accuracy	36.44312023887389	(log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 #s(approx (- (exp z) 1) (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z)) y #s(literal 1 binary64))))
accuracy	2.5891367934685197	(.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (*.f64 #s(literal 1/6 binary64) z) z (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64))) t) z)) y)
accuracy	2.609835989778415	(/.f64 (fma.f64 (*.f64 #s(literal 1/6 binary64) z) z (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64))) t)
accuracy	14.486061604728148	#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (*.f64 #s(literal 1/6 binary64) z) z (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64))) t) z)) y))
accuracy	19.932344780195784	#s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (.f64 #s(literal 1/6 binary64) z) z (fma.f64 #s(literal 1/2 binary64) z #s(literal 1 binary64))) t) z))
accuracy	0.24286120014329166	(/.f64 #s(approx (- (exp z) 1) (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z)) t)
accuracy	2.5891367934685197	(.f64 (/.f64 #s(approx (- (exp z) 1) (.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z)) t) y)
accuracy	14.486061604728148	#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 (/.f64 #s(approx (- (exp z) 1) (.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z)) t) y))
accuracy	20.078682834791728	#s(approx (- (exp z) 1) (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z))
accuracy	0.0	(/.f64 y t)
accuracy	0.0	(neg.f64 z)
accuracy	4.0316463180336655	(fma.f64 (neg.f64 z) (/.f64 y t) x)
accuracy	18.53508593514594	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 z) (/.f64 y t) x))
accuracy	0.0	(expm1.f64 z)
accuracy	0.23869877330989958	(*.f64 (expm1.f64 z) y)
accuracy	2.493411556845621	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t)
accuracy	14.53840399953428	#s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y))

Samples

185.0ms	179×	1	valid
94.0ms	48×	2	valid
8.0ms	28×	0	valid
2.0ms	1×	3	valid

Compiler

Compiled 330 to 36 computations (89.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 207.0ms

adjust: 79.0ms (38.2% of total)

ival-log: 37.0ms (17.9% of total)

ival-mult: 36.0ms (17.4% of total)

ival-exp: 18.0ms (8.7% of total)

ival-add: 12.0ms (5.8% of total)

ival-div: 11.0ms (5.3% of total)

ival-sub: 6.0ms (2.9% of total)

const: 5.0ms (2.4% of total)

ival-expm1: 2.0ms (1% of total)

ival-neg: 1.0ms (0.5% of total)

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

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

exact: 0.0ms (0% of total)

series96.0ms (0.7%)

Memory

20.6MiB live, 68.6MiB allocated; 4ms collecting garbage

Counts

25 → 103

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
41.0ms	t	@	inf	((- 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)) (+ (* (neg z) (/ y t)) x) (neg z) (/ y t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) 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) (- (exp z) 1) (/ (- (exp z) 1) t) (/ (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) t) (+ (* (- (exp z) 1) y) 1))
12.0ms	t	@	-inf	((- 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)) (+ (* (neg z) (/ y t)) x) (neg z) (/ y t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) 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) (- (exp z) 1) (/ (- (exp z) 1) t) (/ (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) t) (+ (* (- (exp z) 1) y) 1))
9.0ms	t	@	0	((- 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)) (+ (* (neg z) (/ y t)) x) (neg z) (/ y t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) 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) (- (exp z) 1) (/ (- (exp z) 1) t) (/ (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) t) (+ (* (- (exp z) 1) y) 1))
9.0ms	z	@	inf	((- 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)) (+ (* (neg z) (/ y t)) x) (neg z) (/ y t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) 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) (- (exp z) 1) (/ (- (exp z) 1) t) (/ (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) t) (+ (* (- (exp z) 1) y) 1))
9.0ms	z	@	-inf	((- 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)) (+ (* (neg z) (/ y t)) x) (neg z) (/ y t) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/ (log (+ (- 1 y) (* y (exp z)))) t) (* (/ (- (exp z) 1) t) 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) (- (exp z) 1) (/ (- (exp z) 1) t) (/ (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) t) (+ (* (- (exp z) 1) y) 1))

simplify233.0ms (1.6%)

Memory

24.4MiB live, 160.7MiB allocated; 22ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	448	1982
1	1527	1832
2	5658	1778
0	8287	1541

Stop Event

1×	iter limit
1×	node limit

Counts

103 → 101

Calls

Call 1

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

Outputs
(* -1 (/ (log (- (+ 1 (* y (exp z))) y)) t))
(/.f64 (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)) (neg.f64 t))
(- x (/ (log (- (+ 1 (* y (exp z))) y)) t))
(-.f64 x (/.f64 (log1p.f64 (-.f64 (*.f64 (exp.f64 z) y) y)) t))
(* -1 (/ (* y z) t))
(*.f64 (neg.f64 z) (/.f64 y t))
(+ x (* -1 (/ (* y z) t)))
(-.f64 x (/.f64 (*.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 (.f64 (exp.f64 z) y) y)) (.f64 t x)) x)
(* x (+ 1 (* -1 (/ (* y z) (* t x)))))
(.f64 (-.f64 #s(literal 1 binary64) (/.f64 (/.f64 (.f64 z y) t) x)) x)
(* -1 (* x (- (/ (log (- (+ 1 (* y (exp z))) y)) (* t x)) 1)))
(.f64 (neg.f64 x) (-.f64 (/.f64 (log1p.f64 (-.f64 (.f64 (exp.f64 z) y) y)) (*.f64 t x)) #s(literal 1 binary64)))
(* -1 (* x (- (/ (* y z) (* t x)) 1)))
(.f64 (neg.f64 x) (-.f64 (/.f64 (/.f64 (.f64 z y) t) x) #s(literal 1 binary64)))
(+ 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) t) y)
(* 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 t)
(/.f64 y t)
1
#s(literal 1 binary64)
(+ 1 (* y (- (exp z) 1)))
(fma.f64 (expm1.f64 z) y #s(literal 1 binary64))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (/ (log (- (exp z) 1)) t)))
(-.f64 x (/.f64 (+.f64 (log.f64 y) (log.f64 (expm1.f64 z))) t))
(- x (+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t))))
(-.f64 x (/.f64 (+.f64 (+.f64 (/.f64 #s(literal 1 binary64) (*.f64 (expm1.f64 z) y)) (log.f64 y)) (log.f64 (expm1.f64 z))) 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))))
(-.f64 (+.f64 (/.f64 #s(literal 1/2 binary64) (.f64 (.f64 (.f64 (pow.f64 (expm1.f64 z) #s(literal 2 binary64)) y) y) t)) x) (/.f64 (+.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (expm1.f64 z) y)) (log.f64 y)) (log.f64 (expm1.f64 z))) 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)))))
(-.f64 (-.f64 (+.f64 (/.f64 #s(literal 1/2 binary64) (.f64 (.f64 (.f64 (pow.f64 (expm1.f64 z) #s(literal 2 binary64)) y) y) t)) x) (/.f64 (+.f64 (/.f64 #s(literal 1 binary64) (.f64 (expm1.f64 z) y)) (log.f64 y)) t)) (/.f64 (+.f64 (log.f64 (expm1.f64 z)) (/.f64 #s(literal 1/3 binary64) (pow.f64 (*.f64 (expm1.f64 z) y) #s(literal 3 binary64)))) t))
(/ (+ (log (- (exp z) 1)) (* -1 (log (/ 1 y)))) t)
(/.f64 (+.f64 (log.f64 y) (log.f64 (expm1.f64 z))) t)
(+ (* -1 (/ (log (/ 1 y)) t)) (+ (/ 1 (* t (* y (- (exp z) 1)))) (/ (log (- (exp z) 1)) t)))
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(* y z)
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z
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rewrite566.0ms (4%)

Memory

-39.6MiB live, 198.4MiB allocated; 750ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	47	431
0	77	431
1	291	419
2	2194	419
0	9614	407

Stop Event

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

Counts

25 → 308

Calls

Call 1

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

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

eval59.0ms (0.4%)

Memory: -12.6MiB live, 121.8MiB allocated; 21ms collecting garbage
Compiler: Compiled 21 554 to 2 460 computations (88.6% saved)

prune65.0ms (0.5%)

Memory

-14.4MiB live, 91.7MiB allocated; 46ms collecting garbage

Pruning

29 alts after pruning (23 fresh and 6 done)

	Pruned	Kept	Total
New	391	11	402
Fresh	4	12	16
Picked	2	3	5
Done	0	3	3
Total	397	29	426

Accuracy

99.9%

Counts

426 → 29

Alt Table

Click to see full alt table

Status	Accuracy	Program
	65.3%	(-.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))
✓	82.0%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t))
✓	62.5%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 #s(approx (- (exp z) 1) (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z)) y #s(literal 1 binary64)))) t))
✓	70.9%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
	69.8%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))
	14.2%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (+.f64 (log.f64 y) (log.f64 (expm1.f64 z)))) t))
✓	82.4%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
✓	69.4%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 z y)) t))
▶	63.6%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z y) y) z))) t))
	70.5%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
▶	63.9%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) t) z)) y)))
	52.2%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z) t (.f64 t #s(literal 1 binary64))) (*.f64 t t)) z)) y)))
	31.0%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 #s(approx (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) (.f64 (+.f64 (/.f64 (+.f64 (/.f64 #s(literal 1 binary64) z) #s(literal 1/2 binary64)) z) #s(literal 1/6 binary64)) (.f64 z z))) t) z)) y)))
	55.1%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 #s(approx (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) (.f64 (.f64 z z) #s(literal 1/6 binary64))) t) z)) y)))
	70.5%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 #s(approx (/ (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) t) (/.f64 #s(literal 1 binary64) t)) z)) y)))
	55.1%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 #s(approx (/ (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) t) (.f64 (.f64 (/.f64 #s(literal 1/6 binary64) t) z) z)) z)) y)))
	62.6%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) #s(approx (* (/ (- (exp z) 1) t) y) (.f64 (/.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z y) y) t) z))))
	19.0%	(.f64 (/.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 (pow.f64 (/.f64 (log.f64 (fma.f64 (exp.f64 z) y (-.f64 #s(literal 1 binary64) y))) t) #s(literal 3 binary64)) (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)))
▶	41.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (-.f64 (.f64 (.f64 #s(literal -1/2 binary64) (.f64 (-.f64 y (.f64 y y)) z)) t) (.f64 t y)) (.f64 t t)) z x))
	62.3%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (-.f64 #s(approx (* (/ (* (- y (* y y)) z) t) -1/2) (.f64 (.f64 y (*.f64 (/.f64 y t) z)) #s(literal 1/2 binary64))) (/.f64 y t)) z x))
✓	68.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 z) (/.f64 y t) x))
▶	79.0%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) (*.f64 t x)) x))
	62.8%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 #s(approx (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) (.f64 (-.f64 (.f64 (/.f64 z t) #s(literal -1/2 binary64)) (/.f64 #s(literal 1 binary64) t)) y)) z x))
	17.1%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) (neg.f64 t)))
	12.6%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (.f64 (-.f64 (.f64 (.f64 (-.f64 z (.f64 z y)) y) #s(literal -1/2 binary64)) y) (/.f64 z t))))
	3.1%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (.f64 (.f64 y (/.f64 (.f64 (.f64 z z) y) t)) #s(literal 1/2 binary64))))
	59.1%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (/.f64 (fma.f64 (neg.f64 z) y (*.f64 t x)) t)))
	68.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 (/.f64 (.f64 z y) t) x)) x)))
▶	12.2%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (*.f64 (neg.f64 z) (/.f64 y t))))

Compiler

Compiled 1 780 to 1 214 computations (31.8% saved)

simplify90.0ms (0.6%)

Memory

5.6MiB live, 148.1MiB allocated; 11ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
cost-diff	0	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (-.f64 (.f64 (.f64 #s(literal -1/2 binary64) (.f64 (-.f64 y (.f64 y y)) z)) t) (.f64 t y)) (.f64 t t)) z x))
cost-diff	1	(.f64 #s(literal -1/2 binary64) (.f64 (-.f64 y (*.f64 y y)) z))
cost-diff	2	(-.f64 (.f64 (.f64 #s(literal -1/2 binary64) (.f64 (-.f64 y (.f64 y y)) z)) t) (*.f64 t y))
cost-diff	4	(/.f64 (-.f64 (.f64 (.f64 #s(literal -1/2 binary64) (.f64 (-.f64 y (.f64 y y)) z)) t) (.f64 t y)) (.f64 t t))
cost-diff	0	#s(approx (/ (- (exp z) 1) t) (*.f64 (/.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) t) z))
cost-diff	0	(.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) t) z)) y)
cost-diff	0	#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) t) z)) y))
cost-diff	0	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) t) z)) y)))
cost-diff	0	#s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z y) y) z))
cost-diff	0	#s(approx (log (+ (- 1 y) (* y (exp z)))) #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z y) y) z)))
cost-diff	0	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z y) y) z))) t)
cost-diff	0	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z y) y) z))) t))
cost-diff	0	(neg.f64 z)
cost-diff	0	(*.f64 (neg.f64 z) (/.f64 y t))
cost-diff	0	#s(approx (+ (* (neg z) (/ y t)) x) (*.f64 (neg.f64 z) (/.f64 y t)))
cost-diff	0	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (*.f64 (neg.f64 z) (/.f64 y t))))
cost-diff	0	(/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 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 (fma.f64 (exp.f64 z) y (neg.f64 y))) (*.f64 t x)) x))
cost-diff	3	(fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) (*.f64 t x)) x)

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	62	537
0	100	537
1	180	527
2	486	521
3	1755	511
0	8021	471

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

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

localize396.0ms (2.8%)

Memory

52.7MiB live, 547.5MiB allocated; 94ms collecting garbage

Localize:

Found 20 expressions of interest:

New	Metric	Score
accuracy	5.101541858302059	(-.f64 (.f64 (.f64 #s(literal -1/2 binary64) (.f64 (-.f64 y (.f64 y y)) z)) t) (*.f64 t y))
accuracy	6.191764939134571	(.f64 (-.f64 y (.f64 y y)) z)
accuracy	21.335805264817868	(/.f64 (-.f64 (.f64 (.f64 #s(literal -1/2 binary64) (.f64 (-.f64 y (.f64 y y)) z)) t) (.f64 t y)) (.f64 t t))
accuracy	24.108280451393888	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (-.f64 (.f64 (.f64 #s(literal -1/2 binary64) (.f64 (-.f64 y (.f64 y y)) z)) t) (.f64 t y)) (.f64 t t)) z x))
accuracy	2.5891367934685197	(.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) t) z)) y)
accuracy	2.609835989778415	(/.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) t)
accuracy	14.486061604728148	#s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) t) z)) y))
accuracy	19.932344780195784	#s(approx (/ (- (exp z) 1) t) (*.f64 (/.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) t) z))
accuracy	0.05078125	(.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z y) y) z)
accuracy	2.493411556845621	(/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z y) y) z))) t)
accuracy	14.53840399953428	#s(approx (log (+ (- 1 y) (* y (exp z)))) #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z y) y) z)))
accuracy	20.679110418023818	#s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z y) y) z))
accuracy	0.0	(neg.f64 z)
accuracy	5.551473833988459	(*.f64 (neg.f64 z) (/.f64 y t))
accuracy	18.53508593514594	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (*.f64 (neg.f64 z) (/.f64 y t))))
accuracy	37.11234617162402	#s(approx (+ (* (neg z) (/ y t)) x) (*.f64 (neg.f64 z) (/.f64 y t)))
accuracy	0.0	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) (*.f64 t x)) x))
accuracy	2.665703184332631	(fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) (*.f64 t x)) x)
accuracy	7.595812445854219	(/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) (*.f64 t x))
accuracy	31.30147413766252	(fma.f64 (exp.f64 z) y (neg.f64 y))

Samples

207.0ms	179×	1	valid
128.0ms	48×	2	valid
11.0ms	28×	0	valid
2.0ms	1×	3	valid

Compiler

Compiled 375 to 55 computations (85.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 284.0ms

ival-log: 83.0ms (29.2% of total)

adjust: 51.0ms (17.9% of total)

ival-mult: 42.0ms (14.8% of total)

ival-log1p: 35.0ms (12.3% of total)

ival-exp: 23.0ms (8.1% of total)

ival-div: 16.0ms (5.6% of total)

ival-add: 14.0ms (4.9% of total)

ival-sub: 9.0ms (3.2% of total)

const: 5.0ms (1.8% of total)

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

ival-expm1: 2.0ms (0.7% of total)

exact: 1.0ms (0.4% of total)

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

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

series282.0ms (2%)

Memory

-57.6MiB live, 208.4MiB allocated; 130ms collecting garbage

Counts

24 → 153

Calls

Call 1

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

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

Calls

12 calls:

Time	Variable		Point	Expression
83.0ms	x	@	0	((+ (* (neg x) (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x))) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (neg x) (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (neg z) (/ y t)) x) (* (neg z) (/ y t)) (neg 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) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (/ (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (* t t)) (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (* -1/2 (* (- y (* y y)) z)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (exp z) y) (neg y)) (* (+ (* 1/2 (* z y)) y) z) (/ (+ (* (+ (* 1/6 z) 1/2) z) 1) t) (* (- y (* y y)) z))
52.0ms	z	@	inf	((+ (* (neg x) (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x))) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (neg x) (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (neg z) (/ y t)) x) (* (neg z) (/ y t)) (neg 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) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (/ (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (* t t)) (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (* -1/2 (* (- y (* y y)) z)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (exp z) y) (neg y)) (* (+ (* 1/2 (* z y)) y) z) (/ (+ (* (+ (* 1/6 z) 1/2) z) 1) t) (* (- y (* y y)) z))
52.0ms	x	@	-inf	((+ (* (neg x) (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x))) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (neg x) (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (neg z) (/ y t)) x) (* (neg z) (/ y t)) (neg 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) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (/ (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (* t t)) (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (* -1/2 (* (- y (* y y)) z)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (exp z) y) (neg y)) (* (+ (* 1/2 (* z y)) y) z) (/ (+ (* (+ (* 1/6 z) 1/2) z) 1) t) (* (- y (* y y)) z))
24.0ms	t	@	-inf	((+ (* (neg x) (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x))) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (neg x) (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (neg z) (/ y t)) x) (* (neg z) (/ y t)) (neg 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) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (/ (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (* t t)) (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (* -1/2 (* (- y (* y y)) z)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (exp z) y) (neg y)) (* (+ (* 1/2 (* z y)) y) z) (/ (+ (* (+ (* 1/6 z) 1/2) z) 1) t) (* (- y (* y y)) z))
15.0ms	t	@	0	((+ (* (neg x) (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x))) x) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (neg x) (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (neg z) (/ y t)) x) (* (neg z) (/ y t)) (neg 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) (* (/ (- (exp z) 1) t) y) (/ (- (exp z) 1) t) (/ (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (* t t)) (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (* -1/2 (* (- y (* y y)) z)) (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (+ (* (exp z) y) (neg y)) (* (+ (* 1/2 (* z y)) y) z) (/ (+ (* (+ (* 1/6 z) 1/2) z) 1) t) (* (- y (* y y)) z))

simplify144.0ms (1%)

Memory

44.0MiB live, 178.2MiB allocated; 14ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	671	3360
1	2308	3045
0	8743	2710

Stop Event

1×	iter limit
1×	node limit

Counts

153 → 152

Calls

Call 1

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

rewrite222.0ms (1.6%)

Memory

0.0MiB live, 186.4MiB allocated; 29ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	62	418
0	100	418
1	377	410
2	2854	410
0	8240	386

Stop Event

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

Counts

24 → 231

Calls

Call 1

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

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

eval109.0ms (0.8%)

Memory: -7.7MiB live, 92.9MiB allocated; 15ms collecting garbage
Compiler: Compiled 17 870 to 2 136 computations (88% saved)

prune61.0ms (0.4%)

Memory

0.5MiB live, 90.9MiB allocated; 8ms collecting garbage

Pruning

35 alts after pruning (26 fresh and 9 done)

	Pruned	Kept	Total
New	368	12	380
Fresh	4	14	18
Picked	1	4	5
Done	1	5	6
Total	374	35	409

Accuracy

99.9%

Counts

409 → 35

Alt Table

Click to see full alt table

Status	Accuracy	Program
	65.3%	(-.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))
✓	82.0%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t))
✓	62.5%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 #s(approx (- (exp z) 1) (*.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) z)) y #s(literal 1 binary64)))) t))
✓	70.9%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t))
	69.8%	(-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) #s(literal 1 binary64))) t))
	14.2%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (+.f64 (log.f64 y) (log.f64 (expm1.f64 z)))) t))
✓	82.4%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) (*.f64 (expm1.f64 z) y)) t))
✓	63.6%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) #s(approx (* (- (exp z) 1) y) (.f64 (fma.f64 #s(literal 1/2 binary64) (.f64 z y) y) z))) t))
	54.4%	(-.f64 x (/.f64 #s(approx (log (+ (- 1 y) (* y (exp z)))) #s(approx (* (- (exp z) 1) y) #s(approx (* (+ (* 1/2 (* z y)) y) z) (.f64 (.f64 (*.f64 z z) #s(literal 1/2 binary64)) y)))) t))
	70.5%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 #s(approx (/ (- (exp z) 1) t) (/.f64 z t)) y)))
✓	63.9%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z #s(literal 1 binary64)) t) z)) y)))
	52.2%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 (fma.f64 (.f64 (fma.f64 #s(literal 1/6 binary64) z #s(literal 1/2 binary64)) z) t (.f64 t #s(literal 1 binary64))) (*.f64 t t)) z)) y)))
	31.0%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 #s(approx (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) (.f64 (+.f64 (/.f64 (+.f64 (/.f64 #s(literal 1 binary64) z) #s(literal 1/2 binary64)) z) #s(literal 1/6 binary64)) (.f64 z z))) t) z)) y)))
	55.1%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 (/.f64 #s(approx (+ (* (* 1/6 z) z) (+ (* 1/2 z) 1)) (.f64 (.f64 z z) #s(literal 1/6 binary64))) t) z)) y)))
	70.5%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 #s(approx (/ (+ (* (+ (* 1/6 z) 1/2) z) 1) t) (/.f64 #s(literal 1 binary64) t)) z)) y)))
	55.1%	(-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (.f64 #s(approx (/ (- (exp z) 1) t) (.f64 #s(approx (/ (+ (* (+ (* 1/6 z) 1/2) z) 1) t) (.f64 (.f64 #s(literal 1/6 binary64) (/.f64 z t)) z)) z)) y)))
	19.0%	(.f64 (/.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 (pow.f64 (/.f64 (log.f64 (fma.f64 (exp.f64 z) y (-.f64 #s(literal 1 binary64) y))) t) #s(literal 3 binary64)) (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)))
	49.9%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (/.f64 (.f64 t (-.f64 (.f64 (*.f64 (fma.f64 (neg.f64 y) y y) z) #s(literal -1/2 binary64)) y)) t) t) z x))
	71.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 (neg.f64 x) t) (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) x) x))
	43.1%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 #s(approx (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (.f64 (.f64 (.f64 (.f64 y y) z) #s(literal 1/2 binary64)) t)) (*.f64 t t)) z x))
	51.3%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (/.f64 #s(approx (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (.f64 (neg.f64 t) y)) (.f64 t t)) z x))
✓	68.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 z) (/.f64 y t) x))
✓	79.0%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) (*.f64 t x)) x))
	13.1%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) #s(approx (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x)) (/.f64 (+.f64 (log.f64 y) (log.f64 (expm1.f64 z))) (*.f64 t x))) x))
	67.9%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) #s(approx (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x)) (/.f64 (*.f64 (/.f64 y t) z) x)) x))
	78.8%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 x) #s(approx (/ (log (+ 1 (+ (* (exp z) y) (neg y)))) (* t x)) (*.f64 y (/.f64 (/.f64 (expm1.f64 z) x) t))) x))
	55.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 #s(approx (/ (- (* (* -1/2 (* (- y (* y y)) z)) t) (* t y)) (* t t)) (.f64 (.f64 y (*.f64 (/.f64 y t) z)) #s(literal 1/2 binary64))) z x))
	62.8%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 #s(approx (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) (.f64 (-.f64 (.f64 (/.f64 z t) #s(literal -1/2 binary64)) (/.f64 #s(literal 1 binary64) t)) y)) z x))
	17.1%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (/.f64 (log1p.f64 (fma.f64 (exp.f64 z) y (neg.f64 y))) (neg.f64 t)))
	12.6%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (.f64 (-.f64 (.f64 (.f64 (-.f64 z (.f64 z y)) y) #s(literal -1/2 binary64)) y) (/.f64 z t))))
	3.1%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (- (* (/ (* (- y (* y y)) z) t) -1/2) (/ y t)) z) x) (.f64 (.f64 y (/.f64 (.f64 (.f64 z z) y) t)) #s(literal 1/2 binary64))))
	59.1%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (/.f64 (fma.f64 (neg.f64 z) y (*.f64 t x)) t)))
	12.6%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (/.f64 (*.f64 (neg.f64 z) y) t)))
	68.4%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (.f64 (-.f64 #s(literal 1 binary64) (/.f64 (/.f64 (.f64 z y) t) x)) x)))
✓	12.2%	#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (*.f64 (neg.f64 z) (/.f64 y t))))

Compiler

Compiled 3 049 to 1 223 computations (59.9% saved)

regimes238.0ms (1.7%)

Memory

-30.5MiB live, 213.9MiB allocated; 80ms collecting garbage

Counts

55 → 3

Calls

Call 1

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

Outputs

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

Calls

9 calls:

83.0ms	(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))
44.0ms	t
31.0ms	x
15.0ms	(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))
13.0ms	z

Results

Accuracy	Segments	Branch
88.8%	2	`(exp.f64 z)`
96.5%	3	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
96.5%	3	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`
96.5%	3	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
93.2%	3	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
87.4%	2	`x`
96.8%	3	`y`
93.7%	4	`z`
89.1%	3	`t`

Compiler

Compiled 47 to 63 computations (-34% saved)

regimes66.0ms (0.5%)

Memory

34.5MiB live, 124.6MiB allocated; 7ms collecting garbage

Counts

45 → 3

Calls

Call 1

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

Outputs

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

Calls

6 calls:

12.0ms	(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))
12.0ms	(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))
11.0ms	y
11.0ms	z
9.0ms	(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)

Results

Accuracy	Segments	Branch
86.2%	2	`z`
87.5%	2	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
88.6%	2	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
90.5%	3	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
90.5%	3	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`
89.7%	3	`y`

Compiler

Compiled 43 to 50 computations (-16.3% saved)

regimes110.0ms (0.8%)

Memory

15.1MiB live, 155.0MiB allocated; 21ms collecting garbage

Counts

40 → 2

Calls

Call 1

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

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 (/.f64 (expm1.f64 z) t) y)))

Calls

9 calls:

30.0ms	(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)
13.0ms	(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))
11.0ms	(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))
10.0ms	t
10.0ms	y

Results

Accuracy	Segments	Branch
83.6%	1	`z`
83.6%	1	`x`
83.6%	1	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
83.6%	1	`t`
86.1%	2	`y`
83.6%	1	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
83.6%	1	`(exp.f64 z)`
85.7%	2	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
85.7%	2	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`

Compiler

Compiled 47 to 63 computations (-34% saved)

regimes113.0ms (0.8%)

Memory

-31.8MiB live, 201.6MiB allocated; 24ms collecting garbage

Counts

38 → 2

Calls

Call 1

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

32.0ms	y
17.0ms	z
12.0ms	t
10.0ms	(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))
9.0ms	x

Results

Accuracy	Segments	Branch
72.3%	2	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
70.5%	1	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
75.9%	3	`x`
77.9%	2	`z`
77.7%	2	`(exp.f64 z)`
76.2%	3	`t`
73.7%	2	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
73.7%	2	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`
74.1%	2	`y`

Compiler

Compiled 47 to 63 computations (-34% saved)

regimes208.0ms (1.5%)

Memory

-8.4MiB live, 142.9MiB allocated; 29ms collecting garbage

Counts

37 → 1

Calls

Call 1

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

Outputs
(-.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:

87.0ms	(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)
53.0ms	t
18.0ms	y
9.0ms	x
9.0ms	z

Results

Accuracy	Segments	Branch
70.5%	1	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
70.5%	1	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
70.5%	1	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
70.5%	1	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`
70.5%	1	`y`
70.5%	1	`x`
70.5%	1	`t`
70.5%	1	`(exp.f64 z)`
70.5%	1	`z`

Compiler

Compiled 47 to 63 computations (-34% saved)

regimes14.0ms (0.1%)

Memory

27.7MiB live, 27.7MiB allocated; 0ms collecting garbage

Counts

3 → 1

Calls

Call 1

Inputs

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

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

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

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

Calls

9 calls:

2.0ms	t
2.0ms	z
2.0ms	y
2.0ms	x
1.0ms	(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))

Results

Accuracy	Segments	Branch
68.4%	1	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
68.4%	1	`(exp.f64 z)`
68.4%	1	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
68.4%	1	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`
68.4%	1	`y`
68.4%	1	`x`
68.4%	1	`z`
68.4%	1	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
68.4%	1	`t`

Compiler

Compiled 47 to 63 computations (-34% saved)

regimes15.0ms (0.1%)

Memory

-17.8MiB live, 26.4MiB allocated; 5ms collecting garbage

Counts

2 → 1

Calls

Call 1

Inputs

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

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

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

Calls

9 calls:

5.0ms	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	y

Results

Accuracy	Segments	Branch
12.6%	1	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`
12.6%	1	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
12.6%	1	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`
12.6%	1	`(exp.f64 z)`
12.6%	1	`z`
12.6%	1	`x`
12.6%	1	`y`
12.6%	1	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
12.6%	1	`t`

Compiler

Compiled 47 to 63 computations (-34% saved)

regimes9.0ms (0.1%)

Memory

27.0MiB live, 27.0MiB allocated; 0ms collecting garbage

Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts

1 → 1

Calls

Call 1

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

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

Calls

9 calls:

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	y
1.0ms	z
1.0ms	t

Results

Accuracy	Segments	Branch
12.2%	1	`(/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t)`
12.2%	1	`(+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))`
12.2%	1	`(log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z))))`
12.2%	1	`(exp.f64 z)`
12.2%	1	`z`
12.2%	1	`t`
12.2%	1	`x`
12.2%	1	`y`
12.2%	1	`(-.f64 x (/.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (*.f64 y (exp.f64 z)))) t))`

Compiler

Compiled 47 to 63 computations (-34% saved)

bsearch136.0ms (1%)

Memory

-12.9MiB live, 133.5MiB allocated; 16ms collecting garbage

Algorithm

2×	binary-search

Stop Event

1×	narrow-enough
1×	narrow-enough

Steps

Time	Left	Right
98.0ms	2.6884767485191726e+210	8.895201692542746e+216
30.0ms	-469272350174121.56	-506358.4152437771

Samples

61.0ms	183×	1	valid
21.0ms	61×	1	invalid
8.0ms	105×	0	valid
7.0ms	100×	0	invalid

Compiler

Compiled 718 to 631 computations (12.1% saved)

Precisions

Click to see histograms. Total time spent on operations: 78.0ms

ival-exp: 30.0ms (38.3% of total)

ival-log: 18.0ms (23% of total)

adjust: 10.0ms (12.8% of total)

ival-sub: 7.0ms (8.9% of total)

ival-div: 5.0ms (6.4% of total)

ival-mult: 4.0ms (5.1% of total)

ival-add: 3.0ms (3.8% of total)

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

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

exact: 0.0ms (0% of total)

bsearch1.0ms (0%)

Memory

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

Algorithm

2×	left-value

Steps

Time	Left	Right
0.0ms	221.0174020189693	243.16317449199255
0.0ms	-inf	-1.1102230246251565e-16

Compiler

Compiled 16 to 19 computations (-18.8% saved)

bsearch51.0ms (0.4%)

Memory

11.0MiB live, 56.1MiB allocated; 5ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
48.0ms	-5.547466081834518e+171	-2.692970906539944e+164

Samples

32.0ms	83×	1	valid
5.0ms	20×	1	invalid
5.0ms	61×	0	valid
1.0ms	7×	0	invalid

Compiler

Compiled 331 to 307 computations (7.3% saved)

Precisions

Click to see histograms. Total time spent on operations: 35.0ms

ival-exp: 15.0ms (42.6% of total)

ival-log: 7.0ms (19.9% of total)

adjust: 4.0ms (11.4% of total)

ival-sub: 3.0ms (8.5% of total)

ival-div: 2.0ms (5.7% of total)

ival-mult: 2.0ms (5.7% of total)

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

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

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

exact: 0.0ms (0% of total)

bsearch77.0ms (0.5%)

Memory

-35.5MiB live, 63.0MiB allocated; 11ms collecting garbage

Algorithm

1×	binary-search

Stop Event

1×	narrow-enough

Steps

Time	Left	Right
74.0ms	-4.9216718788942095e-73	-2.3675581629287292e-76

Samples

59.0ms	83×	1	valid
5.0ms	17×	1	invalid
4.0ms	45×	0	valid

Compiler

Compiled 344 to 291 computations (15.4% saved)

Precisions

Click to see histograms. Total time spent on operations: 62.0ms

ival-log: 30.0ms (48.1% of total)

ival-sub: 15.0ms (24% of total)

ival-exp: 9.0ms (14.4% of total)

adjust: 4.0ms (6.4% of total)

ival-div: 2.0ms (3.2% of total)

ival-mult: 2.0ms (3.2% of total)

ival-add: 1.0ms (1.6% of total)

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

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

exact: 0.0ms (0% of total)

simplify57.0ms (0.4%)

Memory

22.5MiB live, 68.1MiB allocated; 4ms collecting garbage

Iterations

Useful iterations: 1 (0.0ms)

Iter	Nodes	Cost
0	76	314
1	120	312
2	214	312
3	394	312
4	824	312
5	3824	312

Stop Event

1×	node limit

Calls

Call 1

Inputs
(if (<=.f64 y #s(literal -60000000000 binary64)) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t)) (if (<=.f64 y #s(literal 3200000000000000233958022986415528227571710514253456224135160398211559751160937126001162912460343720536354201599032420010716889331367777429457501064091118049405778433736882711473998770491349081007292315152154624 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))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t))))
(if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal -inf.0 binary64)) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) ( y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t)) (if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal 240 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 y #s(literal -5800000000000000112636886198564359955756869294359954283990752549513285836524672559602899644004569013895050413285321648632549722456086679198356951687567212866072215552 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 (/.f64 (expm1.f64 z) t) y))))
(if (<=.f64 z #s(literal -7638884911254323/15914343565113172548972231940698266883214596825515126958094847260581103904401068017057792 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)))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 z) (/.f64 y t) x))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (/.f64 (*.f64 (neg.f64 z) y) t)))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (*.f64 (neg.f64 z) (/.f64 y t))))

Outputs
(if (<=.f64 y #s(literal -60000000000 binary64)) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t)) (if (<=.f64 y #s(literal 3200000000000000233958022986415528227571710514253456224135160398211559751160937126001162912460343720536354201599032420010716889331367777429457501064091118049405778433736882711473998770491349081007292315152154624 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))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t))))
(if (or (<=.f64 y #s(literal -60000000000 binary64)) (not (<=.f64 y #s(literal 3200000000000000233958022986415528227571710514253456224135160398211559751160937126001162912460343720536354201599032420010716889331367777429457501064091118049405778433736882711473998770491349081007292315152154624 binary64)))) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) (* y (exp z))) (fma.f64 (expm1.f64 z) y #s(literal 1 binary64)))) t)) (-.f64 x #s(approx (/ (log (+ (- 1 y) (* y (exp z)))) t) (*.f64 (/.f64 (expm1.f64 z) t) y))))
(if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal -inf.0 binary64)) (-.f64 x (/.f64 (log.f64 #s(approx (+ (- 1 y) ( y (exp z))) (fma.f64 z y #s(literal 1 binary64)))) t)) (if (<=.f64 (log.f64 (+.f64 (-.f64 #s(literal 1 binary64) y) (.f64 y (exp.f64 z)))) #s(literal 240 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 y #s(literal -5800000000000000112636886198564359955756869294359954283990752549513285836524672559602899644004569013895050413285321648632549722456086679198356951687567212866072215552 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 (/.f64 (expm1.f64 z) t) y))))
(if (<=.f64 z #s(literal -7638884911254323/15914343565113172548972231940698266883214596825515126958094847260581103904401068017057792 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)))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) (fma.f64 (neg.f64 z) (/.f64 y t) x))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (/.f64 (*.f64 (neg.f64 z) y) t)))
#s(approx (- x (/ (log (+ (- 1 y) (* y (exp z)))) t)) #s(approx (+ (* (neg z) (/ y t)) x) (*.f64 (neg.f64 z) (/.f64 y t))))

derivations712.0ms (5%)

Memory

21.6MiB live, 498.7MiB allocated; 74ms collecting garbage

Iterations

Useful iterations: 0 (0.0ms)

Iter	Nodes	Cost
0	335	1597
1	1079	1468
2	4058	1425
0	9154	1220
0	62	418
0	100	418
1	377	410
2	2854	410
0	8240	386
0	518	2422
1	1750	2262
2	6443	2205
0	8374	1956
0	448	1982
1	1527	1832
2	5658	1778
0	8287	1541

Stop Event

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

Compiler

Compiled 314 to 78 computations (75.2% saved)

preprocess132.0ms (0.9%)

Memory: -43.8MiB live, 104.2MiB allocated; 15ms collecting garbage
Compiler: Compiled 736 to 230 computations (68.8% saved)

end0.0ms (0%)

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

start0.0ms (0%)

analyze676.0ms (4.8%)

sample5.8s (40.9%)

explain361.0ms (2.5%)

preprocess221.0ms (1.6%)

eval0.0ms (0%)

prune0.0ms (0%)

simplify142.0ms (1%)

localize166.0ms (1.2%)

series209.0ms (1.5%)

simplify231.0ms (1.6%)

rewrite191.0ms (1.3%)

eval134.0ms (0.9%)

prune45.0ms (0.3%)

simplify218.0ms (1.5%)

localize284.0ms (2%)

series170.0ms (1.2%)

simplify264.0ms (1.9%)

rewrite192.0ms (1.4%)

eval87.0ms (0.6%)

prune23.0ms (0.2%)

simplify155.0ms (1.1%)

localize357.0ms (2.5%)

series96.0ms (0.7%)

simplify233.0ms (1.6%)

rewrite566.0ms (4%)

eval59.0ms (0.4%)

prune65.0ms (0.5%)

simplify90.0ms (0.6%)

localize396.0ms (2.8%)

series282.0ms (2%)

simplify144.0ms (1%)

rewrite222.0ms (1.6%)

eval109.0ms (0.8%)

prune61.0ms (0.4%)

regimes238.0ms (1.7%)

regimes66.0ms (0.5%)

regimes110.0ms (0.8%)

regimes113.0ms (0.8%)

regimes208.0ms (1.5%)

regimes14.0ms (0.1%)

regimes15.0ms (0.1%)

regimes9.0ms (0.1%)

bsearch136.0ms (1%)

bsearch1.0ms (0%)

bsearch51.0ms (0.4%)

bsearch77.0ms (0.5%)

simplify57.0ms (0.4%)

derivations712.0ms (5%)

preprocess132.0ms (0.9%)

end0.0ms (0%)

Profiling