Statistics.Distribution.Beta:$cdensity from math-functions-0.1.5.2

Time bar (total: 12.0s)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated

analyze87.0ms (0.7%)

Memory
1.4MiB live, 92.5MiB allocated
Algorithm
1×search
Search
ProbabilityValidUnknownPreconditionInfiniteDomainCan'tIter
0%0%99.8%0.2%0%0%0%0
0%0%99.8%0.2%0%0%0%1
0%0%99.8%0.2%0%0%0%2
0%0%49.9%0.2%0%49.9%0%3
0%0%49.9%0.2%0%49.9%0%4
0%0%49.9%0.2%0%49.9%0%5
0%0%49.9%0.2%0%49.9%0%6
0%0%25%0.2%0%74.9%0%7
0%0%25%0.2%0%74.9%0%8
0%0%25%0.2%0%74.9%0%9
0%0%25%0.2%0%74.9%0%10
50%12.5%12.5%0.2%0%74.9%0%11
50%12.5%12.5%0.2%0%74.9%0%12
Compiler

Compiled 19 to 16 computations (15.8% saved)

sample3.5s (29%)

Memory
36.5MiB live, 2 248.2MiB allocated
Samples
1.4s6 113×0valid
1.2s2 143×1valid
0.0ms3×0invalid
Precisions
Click to see histograms. Total time spent on operations: 2.1s
ival-log: 995.0ms (46.3% of total)
ival-sub: 567.0ms (26.4% of total)
ival-mult: 382.0ms (17.8% of total)
adjust: 99.0ms (4.6% of total)
ival-add: 89.0ms (4.1% of total)
ival-true: 7.0ms (0.3% of total)
exact: 5.0ms (0.2% of total)
ival-assert: 3.0ms (0.1% of total)
Bogosity

explain490.0ms (4.1%)

Memory
-24.5MiB live, 301.5MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
2530-0-(log.f64 (-.f64 #s(literal 1 binary64) y))
00-0-(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
00-0-(-.f64 #s(literal 1 binary64) y)
00-0-(log.f64 y)
00-0-t
00-0-#s(literal 1 binary64)
00-0-z
00-0-(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
00-0-(-.f64 z #s(literal 1 binary64))
00-0-(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
00-0-(-.f64 x #s(literal 1 binary64))
00-0-y
00-0-(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
00-0-x
Explanations
Click to see full explanations table
OperatorSubexpressionExplanationCount
log.f64(log.f64 (-.f64 #s(literal 1 binary64) y))sensitivity2530
Confusion
Predicted +Predicted -
+360
-2173
Precision
0.1422924901185771
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+3600
-21703
Precision?
0.1422924901185771
Recall?
1.0
Freqs
test
numberfreq
03
1253
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
227.0ms358×1valid
99.0ms130×2valid
3.0ms24×0valid
Compiler

Compiled 219 to 60 computations (72.6% saved)

Precisions
Click to see histograms. Total time spent on operations: 293.0ms
ival-log: 234.0ms (80% of total)
adjust: 21.0ms (7.2% of total)
ival-sub: 19.0ms (6.5% of total)
ival-mult: 13.0ms (4.4% of total)
ival-add: 5.0ms (1.7% of total)
ival-true: 1.0ms (0.3% of total)
ival-assert: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

preprocess86.0ms (0.7%)

Memory
-3.7MiB live, 34.0MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
070252
1141252
2306252
3577252
4869252
5936252
6967252
01417
02317
13317
25217
38217
411517
512117
612417
012416
Stop Event
1×iter limit
1×saturated
1×iter limit
1×saturated
Calls
Call 1
Inputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
Outputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
Compiler

Compiled 17 to 14 computations (17.6% saved)

eval0.0ms (0%)

Memory
0.2MiB live, 0.2MiB allocated
Compiler

Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory
0.9MiB live, 0.9MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
▶87.3%
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
Compiler

Compiled 17 to 14 computations (17.6% saved)

simplify5.0ms (0%)

Memory
8.4MiB live, 8.5MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
cost-diff0
(-.f64 x #s(literal 1 binary64))
cost-diff0
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
cost-diff0
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff1
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01466
02366
13366
25266
38266
411566
512166
612466
012464
Stop Event
1×iter limit
1×saturated
1×iter limit
Calls
Call 1
Inputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
t
Outputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(log.f64 y)
y
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
t

localize178.0ms (1.5%)

Memory
-10.7MiB live, 187.1MiB allocated
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy0.00390625
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy0.01953125
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy0.09765625
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy58.85696598751761
(log.f64 (-.f64 #s(literal 1 binary64) y))
Samples
54.0ms179×1valid
40.0ms65×2valid
1.0ms12×0valid
Compiler

Compiled 134 to 30 computations (77.6% saved)

Precisions
Click to see histograms. Total time spent on operations: 73.0ms
ival-log: 41.0ms (55.9% of total)
ival-sub: 13.0ms (17.7% of total)
adjust: 10.0ms (13.6% of total)
ival-mult: 7.0ms (9.5% of total)
ival-add: 2.0ms (2.7% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series112.0ms (0.9%)

Memory
-4.9MiB live, 151.1MiB allocated
Counts
6 → 86
Calls
Call 1
Inputs
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 x #s(literal 1 binary64))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
Outputs
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
-1
(- x 1)
(* x (log y))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (* -1 (/ (log y) x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (- (/ 1 x) 1)))
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1 (* y (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* y (+ (* -1/3 (- z 1)) (* -1/4 (* y (- z 1)))))))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(* -1 (* (log (/ 1 y)) (- x 1)))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))
(+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(* -1 (* (log (/ -1 y)) (- z 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- z 1) y)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)))
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(* -1 (log (- 1 y)))
(+ (* -1 (log (- 1 y))) (* z (log (- 1 y))))
(* z (log (- 1 y)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (+ (log (- 1 y)) (* -1 (/ (log (- 1 y)) z))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (/ (log (- 1 y)) z))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
Calls

12 calls:

TimeVariablePointExpression
32.0ms
y
@0
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
27.0ms
y
@-inf
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
13.0ms
y
@inf
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
10.0ms
x
@0
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))
3.0ms
z
@0
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (log (- 1 y)) (* (- z 1) (log (- 1 y))))

simplify151.0ms (1.3%)

Memory
46.0MiB live, 236.3MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02321560
17861431
228491356
085111307
Stop Event
1×iter limit
1×node limit
Counts
86 → 85
Calls
Call 1
Inputs
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
-1
(- x 1)
(* x (log y))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (* -1 (/ (log y) x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (- (/ 1 x) 1)))
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1 (* y (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* y (+ (* -1/3 (- z 1)) (* -1/4 (* y (- z 1)))))))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
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(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(* -1 (* (log (/ 1 y)) (- x 1)))
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(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
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(+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
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(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
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(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
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(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
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(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)))
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(* -1 (log (- 1 y)))
(+ (* -1 (log (- 1 y))) (* z (log (- 1 y))))
(* z (log (- 1 y)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (+ (log (- 1 y)) (* -1 (/ (log (- 1 y)) z))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (/ (log (- 1 y)) z))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
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Outputs
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(fma.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (neg.f64 (log.f64 y)))
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(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
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(+ (* -1 (log y)) (* x (log y)))
(*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))
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(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
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(*.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (-.f64 z #s(literal 1 binary64)))
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(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (-.f64 x #s(literal 1 binary64)) (-.f64 (neg.f64 (fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (-.f64 z (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) (+.f64 (/.f64 #s(literal -1/3 binary64) y) #s(literal -1/2 binary64)) #s(literal 1 binary64))) y))) t))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(*.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (-.f64 x #s(literal 1 binary64)))
(* -1 (log (/ -1 y)))
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(- (* -1 (log (/ -1 y))) (/ 1 y))
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(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(-.f64 (/.f64 (fma.f64 (/.f64 (+.f64 (/.f64 #s(literal 1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal -1 binary64) #s(literal -1 binary64)) y) (log.f64 (/.f64 #s(literal -1 binary64) y)))
(* -1 (* (log (/ -1 y)) (- z 1)))
(*.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (neg.f64 (-.f64 z #s(literal 1 binary64))))
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(*.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 (/.f64 #s(literal -1 binary64) y) (log.f64 (/.f64 #s(literal -1 binary64) y))))
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(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
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(*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))
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(* -1 t)
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(*.f64 (-.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) #s(literal 1 binary64)) t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(fma.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) t (neg.f64 t))

rewrite220.0ms (1.8%)

Memory
-20.6MiB live, 240.1MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01453
02353
19551
274451
0834747
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
6 → 210
Calls
Call 1
Inputs
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 x #s(literal 1 binary64))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
Outputs
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(+.f64 (/.f64 (pow.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 3 binary64)) (+.f64 (pow.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t) (-.f64 (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))))) (/.f64 (pow.f64 (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t) #s(literal 3 binary64)) (+.f64 (pow.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t) (-.f64 (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))))))
(+.f64 (/.f64 (pow.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 3 binary64)) (fma.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))) (pow.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 2 binary64)))) (-.f64 (/.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (fma.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))) (pow.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 2 binary64)))) t))
(+.f64 (/.f64 (pow.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) #s(literal 2 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) t))) (/.f64 (*.f64 (neg.f64 t) t) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) t))))
(+.f64 (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(+.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
(*.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) #s(literal 1 binary64)))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(/.f64 (neg.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))) (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64)))
(/.f64 (neg.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y))) (neg.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
(/.f64 (neg.f64 (*.f64 (log.f64 y) (fma.f64 x x #s(literal -1 binary64)))) (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64)))
(/.f64 (neg.f64 (*.f64 (log.f64 y) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (neg.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))
(/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(/.f64 (*.f64 (log.f64 y) (fma.f64 x x #s(literal -1 binary64))) (+.f64 #s(literal 1 binary64) x))
(/.f64 (*.f64 (log.f64 y) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(-.f64 (log.f64 (pow.f64 y x)) (log.f64 y))
(+.f64 (log.f64 (pow.f64 y (/.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)))) (log.f64 (pow.f64 y (/.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 2 binary64)))))
(log.f64 (pow.f64 y (-.f64 x #s(literal 1 binary64))))
(*.f64 (/.f64 (+.f64 #s(literal 1 binary64) x) (+.f64 #s(literal 1 binary64) x)) (/.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 1 binary64)))
(/.f64 (-.f64 (*.f64 (/.f64 (*.f64 x x) (+.f64 #s(literal 1 binary64) x)) (/.f64 (*.f64 x x) (+.f64 #s(literal 1 binary64) x))) (*.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)))) (+.f64 (/.f64 (*.f64 x x) (+.f64 #s(literal 1 binary64) x)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64))))
(/.f64 (-.f64 (*.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))) (*.f64 (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)))) (+.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64))))
(/.f64 (-.f64 (pow.f64 (/.f64 (*.f64 x x) (+.f64 #s(literal 1 binary64) x)) #s(literal 3 binary64)) (pow.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) #s(literal 3 binary64))) (fma.f64 (/.f64 (*.f64 x x) (+.f64 #s(literal 1 binary64) x)) (/.f64 (*.f64 x x) (+.f64 #s(literal 1 binary64) x)) (fma.f64 (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)) (*.f64 (/.f64 (*.f64 x x) (+.f64 #s(literal 1 binary64) x)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64))))))
(/.f64 (-.f64 (pow.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) #s(literal 3 binary64)) (pow.f64 (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)) #s(literal 3 binary64))) (fma.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (fma.f64 (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)) (*.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64))))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 x x #s(literal -1 binary64)))) (neg.f64 (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)))) (neg.f64 (neg.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))))
(/.f64 (-.f64 (fma.f64 x x (pow.f64 x #s(literal 3 binary64))) (+.f64 #s(literal 1 binary64) x)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal 2 binary64)))
(/.f64 (-.f64 (*.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (*.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal 1 binary64))) (*.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
(/.f64 (neg.f64 (fma.f64 x x #s(literal -1 binary64))) (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64)))
(/.f64 (neg.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (neg.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x))))
(/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x))
(/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x)))
(neg.f64 (neg.f64 (-.f64 x #s(literal 1 binary64))))
(-.f64 (/.f64 (*.f64 x x) (+.f64 #s(literal 1 binary64) x)) (pow.f64 (+.f64 #s(literal 1 binary64) x) #s(literal -1 binary64)))
(-.f64 (/.f64 (pow.f64 x #s(literal 3 binary64)) (fma.f64 x x (+.f64 #s(literal 1 binary64) x))) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64)))
(-.f64 x #s(literal 1 binary64))
(log1p.f64 (neg.f64 y))
(/.f64 (-.f64 (*.f64 (log1p.f64 (*.f64 y (neg.f64 y))) (log1p.f64 (*.f64 y (neg.f64 y)))) (*.f64 (log1p.f64 y) (log1p.f64 y))) (+.f64 (log1p.f64 (*.f64 y (neg.f64 y))) (log1p.f64 y)))
(/.f64 (-.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (*.f64 (log1p.f64 (fma.f64 y y y)) (log1p.f64 (fma.f64 y y y)))) (+.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log1p.f64 (fma.f64 y y y))))
(/.f64 (-.f64 (pow.f64 (log1p.f64 (*.f64 y (neg.f64 y))) #s(literal 3 binary64)) (pow.f64 (log1p.f64 y) #s(literal 3 binary64))) (fma.f64 (log1p.f64 (*.f64 y (neg.f64 y))) (log1p.f64 (*.f64 y (neg.f64 y))) (fma.f64 (log1p.f64 y) (log1p.f64 y) (*.f64 (log1p.f64 (*.f64 y (neg.f64 y))) (log1p.f64 y)))))
(/.f64 (-.f64 (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) #s(literal 3 binary64)) (pow.f64 (log1p.f64 (fma.f64 y y y)) #s(literal 3 binary64))) (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (fma.f64 (log1p.f64 (fma.f64 y y y)) (log1p.f64 (fma.f64 y y y)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log1p.f64 (fma.f64 y y y))))))
(-.f64 (log.f64 (+.f64 #s(literal -1 binary64) (*.f64 y y))) (log.f64 (fma.f64 #s(literal -1 binary64) y #s(literal -1 binary64))))
(-.f64 (log.f64 (neg.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64))))) (log.f64 (neg.f64 (+.f64 (fma.f64 y y y) #s(literal 1 binary64)))))
(-.f64 (log1p.f64 (*.f64 y (neg.f64 y))) (log1p.f64 y))
(-.f64 (log.f64 (-.f64 #s(literal 1 binary64) (pow.f64 y #s(literal 3 binary64)))) (log1p.f64 (fma.f64 y y y)))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(*.f64 (/.f64 (log1p.f64 (neg.f64 y)) (+.f64 z #s(literal 1 binary64))) (/.f64 (fma.f64 z z #s(literal -1 binary64)) #s(literal 1 binary64)))
(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) #s(literal 1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))
(/.f64 (neg.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)))) (fma.f64 #s(literal -1 binary64) z #s(literal -1 binary64)))
(/.f64 (neg.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))) (neg.f64 (fma.f64 z z (+.f64 z #s(literal 1 binary64)))))
(/.f64 (neg.f64 (*.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z z #s(literal -1 binary64)))) (fma.f64 #s(literal -1 binary64) z #s(literal -1 binary64)))
(/.f64 (neg.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)))) (neg.f64 (fma.f64 z z (+.f64 z #s(literal 1 binary64)))))
(/.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))
(/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z z #s(literal -1 binary64))) (+.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))
(neg.f64 (*.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) (log1p.f64 (neg.f64 y))))
(-.f64 (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) z)) (log1p.f64 (neg.f64 y)))
(+.f64 (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (/.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2 binary64)))) (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (/.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 2 binary64)))))
(log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (-.f64 z #s(literal 1 binary64))))

eval74.0ms (0.6%)

Memory
-17.0MiB live, 59.7MiB allocated
Compiler

Compiled 12 005 to 1 192 computations (90.1% saved)

prune29.0ms (0.2%)

Memory
-11.0MiB live, 35.1MiB allocated
Pruning

11 alts after pruning (11 fresh and 0 done)

PrunedKeptTotal
New27411285
Fresh000
Picked101
Done000
Total27511286
Accuracy
100.0%
Counts
286 → 11
Alt Table
Click to see full alt table
StatusAccuracyProgram
▶79.6%
(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
55.1%
(/.f64 (fma.f64 (-.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 t t)) (+.f64 #s(literal 1 binary64) x) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (+.f64 #s(literal 1 binary64) x)))
58.4%
(-.f64 (/.f64 (+.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 3 binary64))) (fma.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))) (pow.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 2 binary64)))) t)
67.6%
(-.f64 (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
42.8%
(-.f64 (log.f64 (*.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (-.f64 z #s(literal 1 binary64))) (pow.f64 y (-.f64 x #s(literal 1 binary64))))) t)
▶99.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
▶99.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
86.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
▶30.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
64.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
▶30.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 622 to 426 computations (31.5% saved)

simplify259.0ms (2.2%)

Memory
14.7MiB live, 281.5MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
cost-diff0
(log.f64 y)
cost-diff0
(/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x))
cost-diff2
(/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64))
cost-diff5
(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
cost-diff0
(+.f64 #s(literal -1 binary64) x)
cost-diff0
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
cost-diff0
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
cost-diff1
(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff0
(neg.f64 t)
cost-diff0
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
cost-diff0
(+.f64 #s(literal -1 binary64) x)
cost-diff0
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
045367
075364
1136364
2351364
31226348
43765348
08421340
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))
#s(literal -1/2 binary64)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
y
z
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(neg.f64 y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
t
(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
(/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x))
(log.f64 y)
y
(+.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
x
(/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64))
(fma.f64 x x #s(literal -1 binary64))
#s(literal -1 binary64)
(-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t)
(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(-.f64 z #s(literal 1 binary64))
z
t
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64))))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))
#s(literal -1/2 binary64)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
(*.f64 (log1p.f64 (neg.f64 y)) z)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(log1p.f64 (neg.f64 y))
(-.f64 #s(literal 1 binary64) y)
#s(literal 1 binary64)
y
z
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(neg.f64 y)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
t
(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
(-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (fma.f64 (log.f64 y) (-.f64 #s(literal 1 binary64) x) t))
(/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x))
(log.f64 y)
y
(+.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
x
(/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64))
(fma.f64 x x #s(literal -1 binary64))
(fma.f64 x x #s(literal -1 binary64))
#s(literal -1 binary64)
(-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t)
(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
(-.f64 z #s(literal 1 binary64))
z
t

localize283.0ms (2.4%)

Memory
11.2MiB live, 376.7MiB allocated
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
accuracy0.0
(log.f64 y)
accuracy0.01953125
(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
accuracy0.10384750976844202
(/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x))
accuracy13.06232451721485
(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
accuracy0.00390625
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
accuracy0.01171875
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
accuracy0.09765625
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
accuracy0.44902336062809256
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
accuracy0.00390625
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
accuracy0.015625
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
accuracy52.4593474989789
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
accuracy58.85696598751761
(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy0.0
(neg.f64 t)
accuracy44.637884173208676
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
accuracy0.01171875
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
accuracy0.0234375
(*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
accuracy0.09765625
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
accuracy0.387385613808274
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
Samples
163.0ms179×1valid
72.0ms65×2valid
3.0ms12×0valid
Compiler

Compiled 676 to 86 computations (87.3% saved)

Precisions
Click to see histograms. Total time spent on operations: 187.0ms
ival-log: 91.0ms (48.8% of total)
adjust: 30.0ms (16.1% of total)
ival-mult: 26.0ms (13.9% of total)
ival-sub: 15.0ms (8% of total)
ival-add: 15.0ms (8% of total)
ival-div: 5.0ms (2.7% of total)
ival-log1p: 2.0ms (1.1% of total)
ival-neg: 2.0ms (1.1% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series122.0ms (1%)

Memory
14.9MiB live, 250.6MiB allocated
Counts
21 → 169
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(+.f64 #s(literal -1 binary64) x)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
(/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64))
(/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x))
(log.f64 y)
(*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1))))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))))
-1
(- x 1)
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(- (pow x 2) 1)
(log y)
(+ (log y) (* -1 (* x (log y))))
(+ (log y) (* x (- (* x (log y)) (log y))))
(+ (log y) (* x (- (* x (- (* -1 (* x (log y))) (* -1 (log y)))) (log y))))
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
x
(* x (- 1 (/ 1 x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (+ (/ t x) (/ (log y) x))))
(pow x 2)
(* (pow x 2) (- 1 (/ 1 (pow x 2))))
(/ (log y) x)
(/ (+ (log y) (* -1 (/ (log y) x))) x)
(/ (- (+ (log y) (/ (log y) (pow x 2))) (/ (log y) x)) x)
(/ (- (+ (log y) (* -1 (/ (log y) (pow x 3)))) (+ (* -1 (/ (log y) (pow x 2))) (/ (log y) x))) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x)))))
(* -1 (/ (+ (* -1 (log y)) (/ (log y) x)) x))
(* -1 (/ (+ (* -1 (log y)) (* -1 (/ (- (/ (log y) x) (log y)) x))) x))
(* -1 (/ (+ (* -1 (log y)) (* -1 (/ (- (* -1 (/ (- (/ (log y) x) (log y)) x)) (log y)) x))) x))
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1 (* y z))
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
(- (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)) t)
(- (+ (* -1 (* y (- z 1))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(/ (log y) (+ 1 x))
(* -1 (* y (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* y (- z 1))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* y (+ (* -1/3 (- z 1)) (* -1/4 (* y (- z 1)))))))))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
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(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
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(* -1/2 (* (pow y 2) (- z 1)))
(* (pow y 2) (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(* (pow y 2) (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) (pow y 2))) (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1)))))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(* z (+ (log -1) (* -1 (log (/ 1 y)))))
(+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
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(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
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(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
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(* -1 (log (/ -1 y)))
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(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x)))) t)
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(/ (+ (log -1) (* -1 (log (/ -1 y)))) (+ 1 x))
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(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))) t)
(* -1 (* y (- (* -1/2 y) 1)))
(+ (* -1 (* y (- (* -1/2 y) 1))) (* y (* z (- (* -1/2 y) 1))))
(+ (* -1 y) (* y z))
y
(+ y (* -1 (* y z)))
(* -1 (log (- 1 y)))
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(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
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(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- (pow x 2) 1)) (* z (+ 1 x))))) (/ t z)))
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (* y (- (* -1/2 y) 1))))
(* y z)
(* z (+ y (* -1 (/ y z))))
(* z (+ (* -1 y) (/ y z)))
(* z (+ (log (- 1 y)) (* -1 (/ (log (- 1 y)) z))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (* -1 (/ (+ (* -1 (* y (- (* -1/2 y) 1))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t) z)))))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (/ (* y (- (* -1/2 y) 1)) z))))
(* -1 (* z (+ (* -1 y) (/ y z))))
(* -1 (* z (+ y (* -1 (/ y z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (/ (log (- 1 y)) z))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* -1 t)
(+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
Calls

12 calls:

TimeVariablePointExpression
38.0ms
z
@0
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (- 1 y)) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (/ (+ (* x x) -1) 1) (/ (log y) (+ 1 x)) (log y) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (* (- z 1) y) (* (neg y) (- z 1)) (* (log (+ 1 (neg y))) (- z 1)))
13.0ms
y
@-inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (- 1 y)) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (/ (+ (* x x) -1) 1) (/ (log y) (+ 1 x)) (log y) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (* (- z 1) y) (* (neg y) (- z 1)) (* (log (+ 1 (neg y))) (- z 1)))
11.0ms
y
@0
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (- 1 y)) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (/ (+ (* x x) -1) 1) (/ (log y) (+ 1 x)) (log y) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (* (- z 1) y) (* (neg y) (- z 1)) (* (log (+ 1 (neg y))) (- z 1)))
11.0ms
z
@inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (- 1 y)) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (/ (+ (* x x) -1) 1) (/ (log y) (+ 1 x)) (log y) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (* (- z 1) y) (* (neg y) (- z 1)) (* (log (+ 1 (neg y))) (- z 1)))
10.0ms
z
@-inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (- 1 y)) z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (/ (+ (* x x) -1) 1) (/ (log y) (+ 1 x)) (log y) (* (* (- z 1) y) (+ (* -1/2 y) -1)) (* (- z 1) y) (* (neg y) (- z 1)) (* (log (+ 1 (neg y))) (- z 1)))

simplify183.0ms (1.5%)

Memory
-6.9MiB live, 235.4MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04883150
117252879
263902848
083972704
Stop Event
1×iter limit
1×node limit
Counts
169 → 167
Calls
Call 1
Inputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1))))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))))
-1
(- x 1)
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(- (pow x 2) 1)
(log y)
(+ (log y) (* -1 (* x (log y))))
(+ (log y) (* x (- (* x (log y)) (log y))))
(+ (log y) (* x (- (* x (- (* -1 (* x (log y))) (* -1 (log y)))) (log y))))
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
x
(* x (- 1 (/ 1 x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (+ (/ t x) (/ (log y) x))))
(pow x 2)
(* (pow x 2) (- 1 (/ 1 (pow x 2))))
(/ (log y) x)
(/ (+ (log y) (* -1 (/ (log y) x))) x)
(/ (- (+ (log y) (/ (log y) (pow x 2))) (/ (log y) x)) x)
(/ (- (+ (log y) (* -1 (/ (log y) (pow x 3)))) (+ (* -1 (/ (log y) (pow x 2))) (/ (log y) x))) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x)))))
(* -1 (/ (+ (* -1 (log y)) (/ (log y) x)) x))
(* -1 (/ (+ (* -1 (log y)) (* -1 (/ (- (/ (log y) x) (log y)) x))) x))
(* -1 (/ (+ (* -1 (log y)) (* -1 (/ (- (* -1 (/ (- (/ (log y) x) (log y)) x)) (log y)) x))) x))
(- (* (log y) (- x 1)) t)
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(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* (log y) (- x 1))
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(* -1 y)
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(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(* -1 (* y z))
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(- (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)) t)
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(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(/ (log y) (+ 1 x))
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(* y (- z 1))
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(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
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(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(* -1/2 (* (pow y 2) (- z 1)))
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(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(* z (+ (log -1) (* -1 (log (/ 1 y)))))
(+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
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(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(* -1 (/ (log (/ 1 y)) (+ 1 x)))
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(* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))
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(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
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(* (pow y 2) (+ (* -1 (/ (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1) y)) (* -1/2 (- z 1))))
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(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
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(+ (* -1 y) (* y z))
y
(+ y (* -1 (* y z)))
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(+ (* -1 (log (- 1 y))) (* z (log (- 1 y))))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
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(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (+ (* y (- (* -1/2 y) 1)) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
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(* y z)
(* z (+ y (* -1 (/ y z))))
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(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
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(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t) z)))))
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(* -1 t)
(+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
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(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
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Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(-.f64 (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))) (+.f64 t (log.f64 y)))
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(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y)))
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(fma.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y)))
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(- x 1)
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(* x (- 1 (/ 1 x)))
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(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
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(/ (log y) x)
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(/ (- (+ (log y) (/ (log y) (pow x 2))) (/ (log y) x)) x)
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(/ (- (+ (log y) (* -1 (/ (log y) (pow x 3)))) (+ (* -1 (/ (log y) (pow x 2))) (/ (log y) x))) x)
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(- (* (log y) (- x 1)) t)
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
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(* -1 y)
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(* -1 (* y z))
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(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
(*.f64 (fma.f64 (fma.f64 (*.f64 z (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))) y (*.f64 #s(literal -1/2 binary64) z)) y (neg.f64 z)) y)
(- (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)) t)
(-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t)
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(/ (log y) (+ 1 x))
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(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))) t)
(fma.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
(* -1 (* y (- (* -1/2 y) 1)))
(*.f64 (neg.f64 y) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)))
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(*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) (*.f64 y (+.f64 #s(literal -1 binary64) z)))
(+ (* -1 y) (* y z))
(*.f64 y (+.f64 #s(literal -1 binary64) z))
y
(+ y (* -1 (* y z)))
(fma.f64 (neg.f64 z) y y)
(* -1 (log (- 1 y)))
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(*.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) z) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(*.f64 (+.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) z) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
(* y (* z (- (* -1/2 y) 1)))
(*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y)
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (+ (* y (- (* -1/2 y) 1)) (/ (* (log y) (- x 1)) z))))
(*.f64 (fma.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y (/.f64 (fma.f64 (neg.f64 y) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) z)) z)
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(*.f64 (fma.f64 #s(literal -1 binary64) y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)) z)
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- (pow x 2) 1)) (* z (+ 1 x))))) (/ t z)))
(*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x)) (log.f64 y) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) z) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (* y (- (* -1/2 y) 1))))
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(* y z)
(*.f64 z y)
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(*.f64 (-.f64 y (/.f64 y z)) z)
(* z (+ (* -1 y) (/ y z)))
(*.f64 (fma.f64 #s(literal -1 binary64) y (/.f64 y z)) z)
(* z (+ (log (- 1 y)) (* -1 (/ (log (- 1 y)) z))))
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(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(*.f64 (-.f64 (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))) (/.f64 (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) z)) (neg.f64 z))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(*.f64 (-.f64 (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))) (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) z)) (neg.f64 z))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (* -1 (/ (+ (* -1 (* y (- (* -1/2 y) 1))) (* (log y) (- x 1))) z)))))
(*.f64 (fma.f64 (neg.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64))) y (/.f64 (fma.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) z)) (neg.f64 z))
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(*.f64 (fma.f64 #s(literal -1 binary64) y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)) z)
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(*.f64 (-.f64 (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))) (/.f64 (-.f64 (fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x)) (log.f64 y) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) t) z)) (neg.f64 z))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (/ (* y (- (* -1/2 y) 1)) z))))
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(*.f64 (fma.f64 #s(literal -1 binary64) y (/.f64 y z)) (neg.f64 z))
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(*.f64 (fma.f64 #s(literal -1 binary64) y (/.f64 y z)) z)
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(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(* -1 t)
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(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (-.f64 (/.f64 (fma.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)))) t) #s(literal 1 binary64)) t)
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(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
(neg.f64 (fma.f64 (/.f64 (fma.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)))) (neg.f64 t)) t t))

rewrite185.0ms (1.5%)

Memory
-5.9MiB live, 221.7MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
045297
075293
1330282
22865282
010299281
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
21 → 302
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(+.f64 #s(literal -1 binary64) x)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
(/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64))
(/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x))
(log.f64 y)
(*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
Outputs
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(fma.f64 (neg.f64 (neg.f64 (neg.f64 x))) (neg.f64 (neg.f64 (neg.f64 x))) #s(literal -1 binary64))
(fma.f64 (exp.f64 (log.f64 x)) (exp.f64 (log.f64 x)) #s(literal -1 binary64))
(fma.f64 (neg.f64 (neg.f64 x)) (neg.f64 (neg.f64 x)) #s(literal -1 binary64))
(fma.f64 (neg.f64 x) (/.f64 (neg.f64 x) #s(literal 1 binary64)) #s(literal -1 binary64))
(fma.f64 (neg.f64 x) (neg.f64 x) #s(literal -1 binary64))
(fma.f64 (*.f64 x x) #s(literal 1 binary64) #s(literal -1 binary64))
(fma.f64 #s(literal 1 binary64) (*.f64 x x) #s(literal -1 binary64))
(fma.f64 x (fabs.f64 (/.f64 (neg.f64 x) #s(literal 1 binary64))) #s(literal -1 binary64))
(fma.f64 x x #s(literal -1 binary64))
(expm1.f64 (*.f64 (log.f64 (neg.f64 x)) #s(literal 2 binary64)))
(expm1.f64 (*.f64 (log.f64 x) #s(literal 2 binary64)))
(-.f64 (/.f64 (pow.f64 x #s(literal 4 binary64)) (-.f64 (*.f64 x x) #s(literal -1 binary64))) (pow.f64 (-.f64 (*.f64 x x) #s(literal -1 binary64)) #s(literal -1 binary64)))
(-.f64 (*.f64 x x) #s(literal 1 binary64))
(-.f64 #s(literal -1 binary64) (*.f64 (neg.f64 (neg.f64 x)) (neg.f64 x)))
(-.f64 #s(literal -1 binary64) (*.f64 (neg.f64 x) x))
(-.f64 #s(literal -1 binary64) (*.f64 x (neg.f64 x)))
(+.f64 (/.f64 (pow.f64 x #s(literal 6 binary64)) (-.f64 (+.f64 (pow.f64 x #s(literal 4 binary64)) #s(literal 1 binary64)) (*.f64 x (neg.f64 x)))) (/.f64 #s(literal -1 binary64) (-.f64 (+.f64 (pow.f64 x #s(literal 4 binary64)) #s(literal 1 binary64)) (*.f64 x (neg.f64 x)))))
(+.f64 (*.f64 x x) #s(literal -1 binary64))
(+.f64 #s(literal -1 binary64) (*.f64 x x))
(*.f64 (/.f64 (log.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 x x))) (-.f64 #s(literal 1 binary64) x))
(*.f64 (/.f64 (log.f64 y) (+.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 x (-.f64 x #s(literal 1 binary64)) #s(literal 1 binary64)))
(/.f64 (neg.f64 (neg.f64 (log.f64 y))) (neg.f64 (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64))))
(/.f64 (neg.f64 (log.f64 y)) (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64)))
(/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x))
(neg.f64 (/.f64 (neg.f64 (log.f64 y)) (+.f64 #s(literal 1 binary64) x)))
(neg.f64 (/.f64 (log.f64 y) (fma.f64 #s(literal -1 binary64) x #s(literal -1 binary64))))
(+.f64 #s(literal 0 binary64) (log.f64 y))
(+.f64 (log.f64 y) #s(literal 0 binary64))
(log.f64 y)
(*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (-.f64 z #s(literal 1 binary64))) y)
(*.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64)))
(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) y))
(*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y))
(*.f64 y (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(/.f64 (*.f64 (-.f64 (pow.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 2 binary64)) #s(literal 1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64)))
(/.f64 (*.f64 (fma.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) y)) (fma.f64 #s(literal 1/4 binary64) (*.f64 y y) (-.f64 #s(literal 1 binary64) (*.f64 y #s(literal 1/2 binary64)))))
(/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (+.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y)) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))
(/.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (-.f64 (pow.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 2 binary64)) #s(literal 1 binary64))) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64)))
(/.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1 binary64))) (fma.f64 #s(literal 1/4 binary64) (*.f64 y y) (-.f64 #s(literal 1 binary64) (*.f64 y #s(literal 1/2 binary64)))))
(/.f64 (-.f64 (pow.f64 (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y) #s(literal 2 binary64)) (pow.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal 2 binary64))) (-.f64 (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(/.f64 (fma.f64 (pow.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal 3 binary64)) #s(literal -1/8 binary64) (pow.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal 3 binary64))) (+.f64 (pow.f64 (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal 2 binary64)) (*.f64 (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))))
(fma.f64 (*.f64 (*.f64 #s(literal -1/2 binary64) y) (-.f64 z #s(literal 1 binary64))) y (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (*.f64 #s(literal -1 binary64) (-.f64 z #s(literal 1 binary64))) y (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y))
(fma.f64 (*.f64 (*.f64 #s(literal -1/2 binary64) y) y) (-.f64 z #s(literal 1 binary64)) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (*.f64 #s(literal -1 binary64) y) (-.f64 z #s(literal 1 binary64)) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y))
(fma.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y))
(fma.f64 (*.f64 #s(literal -1/2 binary64) y) (*.f64 (-.f64 z #s(literal 1 binary64)) y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y))
(fma.f64 #s(literal -1/2 binary64) (*.f64 y (*.f64 (-.f64 z #s(literal 1 binary64)) y)) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (*.f64 #s(literal -1/2 binary64) y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1 binary64) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y #s(literal -1 binary64)) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y))
(fma.f64 #s(literal -1 binary64) (*.f64 (-.f64 z #s(literal 1 binary64)) y) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y))
(fma.f64 y (*.f64 #s(literal -1/2 binary64) (*.f64 (-.f64 z #s(literal 1 binary64)) y)) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 y (*.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -1 binary64)) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y))
(fma.f64 y (*.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 #s(literal -1/2 binary64) y)) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(fma.f64 y (neg.f64 (-.f64 z #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y))
(-.f64 (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y) (*.f64 #s(literal 1 binary64) (*.f64 (-.f64 z #s(literal 1 binary64)) y)))
(-.f64 (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y) (*.f64 (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) #s(literal -1 binary64)))
(+.f64 (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+.f64 (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64)) y))
(*.f64 (-.f64 z #s(literal 1 binary64)) y)
(*.f64 y (-.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) y) (+.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) y) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))
(/.f64 (*.f64 y (-.f64 (*.f64 z z) #s(literal 1 binary64))) (+.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 y (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))
(neg.f64 (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(*.f64 (*.f64 #s(literal -1 binary64) (-.f64 z #s(literal 1 binary64))) y)
(*.f64 (*.f64 #s(literal -1 binary64) y) (-.f64 z #s(literal 1 binary64)))
(*.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1 binary64))
(*.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y #s(literal -1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (neg.f64 y))
(*.f64 #s(literal -1 binary64) (*.f64 (-.f64 z #s(literal 1 binary64)) y))
(*.f64 y (*.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -1 binary64)))
(*.f64 y (neg.f64 (-.f64 z #s(literal 1 binary64))))
(/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (+.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (neg.f64 y)) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))
(/.f64 (*.f64 (neg.f64 y) (-.f64 (*.f64 z z) #s(literal 1 binary64))) (+.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 (neg.f64 y) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))
(neg.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y))
(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))
(/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (+.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y))) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))
(/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 z z) #s(literal 1 binary64))) (+.f64 z #s(literal 1 binary64)))
(/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 z z (+.f64 z #s(literal 1 binary64))))
(log.f64 (pow.f64 (+.f64 (neg.f64 y) #s(literal 1 binary64)) (-.f64 z #s(literal 1 binary64))))

eval66.0ms (0.6%)

Memory
15.2MiB live, 132.9MiB allocated
Compiler

Compiled 21 726 to 2 083 computations (90.4% saved)

prune27.0ms (0.2%)

Memory
-13.2MiB live, 63.5MiB allocated
Pruning

21 alts after pruning (20 fresh and 1 done)

PrunedKeptTotal
New47618494
Fresh426
Picked415
Done000
Total48421505
Accuracy
100.0%
Counts
505 → 21
Alt Table
Click to see full alt table
StatusAccuracyProgram
79.6%
(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 #s(approx (* (log (+ 1 (neg y))) (- z 1)) (*.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)) t))
77.2%
(fma.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 x x))) (-.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
53.0%
(/.f64 (fma.f64 (-.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) #s(literal 1 binary64) (*.f64 (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) (*.f64 (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) #s(literal 1 binary64)))
51.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (fma.f64 (sqrt.f64 x) (sqrt.f64 x) #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
▶99.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))) t)
▶99.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
87.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (* (- z 1) y) (+ (* -1/2 y) -1)) (*.f64 (neg.f64 y) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)))))) t)
99.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
86.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
64.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
▶42.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
30.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
30.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
87.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
77.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
96.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))) t)
▶64.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
42.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
▶36.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
✓30.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
67.3%
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
Compiler

Compiled 1 538 to 1 020 computations (33.7% saved)

simplify294.0ms (2.5%)

Memory
-6.9MiB live, 243.5MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 19 expressions of interest:

NewMetricScoreProgram
cost-diff0
(+.f64 #s(literal -1 binary64) x)
cost-diff0
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
cost-diff0
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))
cost-diff0
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
cost-diff0
(log.f64 y)
cost-diff0
(*.f64 (log.f64 y) x)
cost-diff0
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
cost-diff0
#s(approx (log (- 1 y)) (neg.f64 y))
cost-diff0
(*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
cost-diff0
(-.f64 z #s(literal 1 binary64))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))) t)
cost-diff5
(fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
051502
077499
1135499
2305490
3794490
42090487
53330487
63853487
74240487
85004487
96131487
106663487
117095487
127465487
137683487
147809487
08385475
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(*.f64 y (*.f64 #s(literal -1/2 binary64) y))
y
(*.f64 #s(literal -1/2 binary64) y)
#s(literal -1/2 binary64)
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(log.f64 y)
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(neg.f64 y)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z))
(*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)
#s(approx (log (- 1 y)) (neg.f64 y))
(neg.f64 y)
y
z
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
y
(log.f64 y)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
#s(approx (* (- z 1) y) (*.f64 z y))
(*.f64 z y)
z
(fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))
#s(literal -1/2 binary64)
t
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (-.f64 z #s(literal 1 binary64))) y (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (-.f64 z #s(literal 1 binary64))) y (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (-.f64 z #s(literal 1 binary64))) y (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(*.f64 y (*.f64 #s(literal -1/2 binary64) y))
(*.f64 (*.f64 #s(literal -1/2 binary64) y) y)
y
(*.f64 #s(literal -1/2 binary64) y)
#s(literal -1/2 binary64)
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(log.f64 y)
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(neg.f64 y)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z))
(*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)
#s(approx (log (- 1 y)) (neg.f64 y))
(neg.f64 y)
y
z
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(log.f64 y)
y
x
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
y
(log.f64 y)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) #s(approx (* (- z 1) y) (*.f64 z y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) #s(approx (* (- z 1) y) (*.f64 z y)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) #s(approx (* (- z 1) y) (*.f64 z y))))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) #s(approx (* (- z 1) y) (*.f64 z y)))
#s(approx (* (- z 1) y) (*.f64 z y))
(*.f64 z y)
z
(fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))
#s(literal -1/2 binary64)
t

localize223.0ms (1.9%)

Memory
23.8MiB live, 301.1MiB allocated
Localize:

Found 19 expressions of interest:

NewMetricScoreProgram
accuracy0.0234375
(*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
accuracy0.09765625
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
accuracy0.387385613808274
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
accuracy33.940850240402604
#s(approx (* (- z 1) y) (*.f64 z y))
accuracy0.00390625
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
accuracy0.00390625
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
accuracy0.44902336062809256
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))))
accuracy29.504054305031534
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))
accuracy0.0
(log.f64 y)
accuracy0.2265625
(*.f64 (log.f64 y) x)
accuracy40.74396507990367
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
accuracy0.00390625
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
accuracy0.015625
(*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)
accuracy1.1224309076884436
#s(approx (log (- 1 y)) (neg.f64 y))
accuracy52.4593474989789
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z))
accuracy0.0078125
(fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
accuracy0.01171875
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
accuracy0.09765625
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
accuracy0.387385613808274
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))
Samples
113.0ms179×1valid
64.0ms65×2valid
3.0ms12×0valid
Compiler

Compiled 831 to 91 computations (89% saved)

Precisions
Click to see histograms. Total time spent on operations: 137.0ms
ival-log: 48.0ms (35% of total)
adjust: 30.0ms (21.9% of total)
ival-mult: 29.0ms (21.2% of total)
ival-add: 16.0ms (11.7% of total)
ival-sub: 10.0ms (7.3% of total)
ival-neg: 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)

series151.0ms (1.3%)

Memory
-25.4MiB live, 186.3MiB allocated
Counts
24 → 149
Calls
Call 1
Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))
(-.f64 z #s(literal 1 binary64))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z))
(*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)
#s(approx (log (- 1 y)) (neg.f64 y))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(log.f64 y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(+.f64 #s(literal -1 binary64) x)
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
#s(approx (* (- z 1) y) (*.f64 z y))
(*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
Outputs
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* -1/2 (* (pow y 2) (- z 1)))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (+ (* -1/2 (* (pow y 2) (- z 1))) (* x (log y)))))
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(* x (log y))
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1))))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))))
-1
(- x 1)
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (+ (* -1 (/ (* y (- z 1)) x)) (* -1/2 (/ (* (pow y 2) (- z 1)) x))))))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* -1/2 (* (pow y 2) (- z 1))))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(* -1 (* y z))
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(log y)
(* -1 (log y))
(- (* y (- 1 z)) (log y))
(* -1 (* y (- z 1)))
(+ (log y) (* y (- z 1)))
(* y (- z 1))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* -1/2 (* (pow y 2) (- z 1)))
(* (pow y 2) (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(* (pow y 2) (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) (pow y 2))) (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1)))))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(* z (+ (log -1) (* -1 (log (/ 1 y)))))
(+ (* -1 (/ z y)) (* z (+ (log -1) (* -1 (log (/ 1 y))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (* z (+ (log -1) (* -1 (log (/ 1 y)))))))
(+ (* -1 (/ z y)) (+ (* -1/2 (/ z (pow y 2))) (+ (* -1/3 (/ z (pow y 3))) (* z (+ (log -1) (* -1 (log (/ 1 y))))))))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 1 y))
(* -1 (* x (log (/ 1 y))))
(* -1 (log (/ 1 y)))
(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(* y (- 1 z))
(* y (- (+ 1 (/ (log (/ 1 y)) y)) z))
(* y (- (+ z (* -1 (/ (log (/ 1 y)) y))) 1))
(* (pow y 2) (+ (* -1 (/ (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1) y)) (* -1/2 (- z 1))))
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(* -1 (* z (log (/ -1 y))))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ z y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* 1/2 (/ z y))) y)))
(+ (* -1 (* z (log (/ -1 y)))) (* -1 (/ (+ z (* -1 (/ (+ (* -1/2 z) (* -1/3 (/ z y))) y))) y)))
(* -1 (log (/ -1 y)))
(- (* -1 (log (/ -1 y))) (/ 1 y))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(* x (+ (log -1) (* -1 (log (/ -1 y)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(* -1 (* y (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1)))
(* -1 (* y (- (+ (* -1 (/ (log (/ -1 y)) y)) (/ (log -1) y)) (* -1 (- z 1)))))
(* -1 (* y (+ (* -1 (- z 1)) (* -1 (/ (+ (log -1) (* -1 (log (/ -1 y)))) y)))))
(+ y (+ (* 1/2 (pow y 2)) (* (log y) (- x 1))))
(+ y (+ (* 1/2 (pow y 2)) (+ (* z (+ (* -1 y) (* -1/2 (pow y 2)))) (* (log y) (- x 1)))))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(- z 1)
(* z (log (- 1 y)))
(+ y (* (log y) (- x 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(* -1 (+ (log y) (* -1 y)))
(- (* -1 (* y z)) (+ (log y) (* -1 y)))
(+ (* -1 (* y (- (* -1/2 y) 1))) (* (log y) (- x 1)))
(+ (* -1 (* y (- (* -1/2 y) 1))) (+ (* y (* z (- (* -1/2 y) 1))) (* (log y) (- x 1))))
y
(+ y (* -1 (* y z)))
(+ (log y) (* -1 y))
(+ (log y) (+ (* -1 y) (* y z)))
(+ (* -1 y) (* y z))
(* -1 (* y (- (* -1/2 y) 1)))
(+ (* -1 (* y (- (* -1/2 y) 1))) (* y (* z (- (* -1/2 y) 1))))
(* z (+ (* -1 y) (* -1/2 (pow y 2))))
(* z (+ (* -1 y) (+ (* -1/2 (pow y 2)) (+ (* 1/2 (/ (pow y 2) z)) (+ (/ y z) (/ (* (log y) (- x 1)) z))))))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
z
(* z (- 1 (/ 1 z)))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (- (* -1 (/ (+ (log y) (* -1 y)) z)) y))
(* y (* z (- (* -1/2 y) 1)))
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (+ (* y (- (* -1/2 y) 1)) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (/ y z)))
(* y z)
(* z (+ y (+ (* -1 (/ y z)) (/ (log y) z))))
(* z (+ y (* -1 (/ y z))))
(* z (+ (* -1 (/ (* y (- (* -1/2 y) 1)) z)) (* y (- (* -1/2 y) 1))))
(* -1 (* z (+ y (* 1/2 (pow y 2)))))
(* -1 (* z (+ y (+ (* -1 (/ (+ y (+ (* 1/2 (pow y 2)) (* (log y) (- x 1)))) z)) (* 1/2 (pow y 2))))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* z (- (/ 1 z) 1)))
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (- (+ (* -1 (/ y z)) (/ (log y) z)) (* -1 y))))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (* -1 (/ (+ (* -1 (* y (- (* -1/2 y) 1))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ y (* -1 (/ y z)))))
(* -1 (* z (+ (* -1 y) (* -1 (/ (+ (log y) (* -1 y)) z)))))
(* -1 (* z (+ (* -1 y) (/ y z))))
(* -1 (* z (+ (* -1 (* y (- (* -1/2 y) 1))) (/ (* y (- (* -1/2 y) 1)) z))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
Calls

12 calls:

TimeVariablePointExpression
32.0ms
x
@inf
((+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- z 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (- 1 y)) z) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (log y) x) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1))) (* (neg y) (- z 1)) (+ (* (- z 1) y) (log y)) (* (- z 1) y) (* (* (- z 1) y) (+ (* -1/2 y) -1)))
27.0ms
z
@0
((+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- z 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (- 1 y)) z) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (log y) x) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1))) (* (neg y) (- z 1)) (+ (* (- z 1) y) (log y)) (* (- z 1) y) (* (* (- z 1) y) (+ (* -1/2 y) -1)))
20.0ms
x
@0
((+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- z 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (- 1 y)) z) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (log y) x) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1))) (* (neg y) (- z 1)) (+ (* (- z 1) y) (log y)) (* (- z 1) y) (* (* (- z 1) y) (+ (* -1/2 y) -1)))
14.0ms
y
@inf
((+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- z 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (- 1 y)) z) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (log y) x) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1))) (* (neg y) (- z 1)) (+ (* (- z 1) y) (log y)) (* (- z 1) y) (* (* (- z 1) y) (+ (* -1/2 y) -1)))
11.0ms
z
@-inf
((+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (- z 1) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (log (- 1 y)) z) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (log y) x) (log y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (+ -1 x) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1))) (* (neg y) (- z 1)) (+ (* (- z 1) y) (log y)) (* (- z 1) y) (* (* (- z 1) y) (+ (* -1/2 y) -1)))

simplify164.0ms (1.4%)

Memory
-2.5MiB live, 225.6MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04412416
116062188
261212159
082092030
Stop Event
1×iter limit
1×node limit
Counts
149 → 146
Calls
Call 1
Inputs
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* -1/2 (* (pow y 2) (- z 1)))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (+ (* -1/2 (* (pow y 2) (- z 1))) (* x (log y)))))
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(* x (log y))
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1))))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))))
-1
(- x 1)
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (+ (* -1 (/ (* y (- z 1)) x)) (* -1/2 (/ (* (pow y 2) (- z 1)) x))))))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
x
(* x (- 1 (/ 1 x)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* -1/2 (* (pow y 2) (- z 1))))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(* -1 (* y z))
(* y (+ (* -1 z) (* -1/2 (* y z))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* -1/3 (* y z))))))
(* y (+ (* -1 z) (* y (+ (* -1/2 z) (* y (+ (* -1/3 z) (* -1/4 (* y z))))))))
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(log y)
(* -1 (log y))
(- (* y (- 1 z)) (log y))
(* -1 (* y (- z 1)))
(+ (log y) (* y (- z 1)))
(* y (- z 1))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* -1/2 (* (pow y 2) (- z 1)))
(* (pow y 2) (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(* (pow y 2) (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) (pow y 2))) (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1)))))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
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(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(* -1 t)
(neg.f64 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))) t) #s(literal 1 binary64)) t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(fma.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))) t) t (neg.f64 t))

rewrite435.0ms (3.6%)

Memory
-1.5MiB live, 206.0MiB allocated
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
051449
077446
1318437
22383437
08620437
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
24 → 528
Calls
Call 1
Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))
(-.f64 z #s(literal 1 binary64))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z))
(*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)
#s(approx (log (- 1 y)) (neg.f64 y))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(*.f64 (log.f64 y) x)
(log.f64 y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))
(+.f64 #s(literal -1 binary64) x)
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
#s(approx (* (- z 1) y) (*.f64 z y))
(*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
Outputs
(/.f64 (neg.f64 (-.f64 (pow.f64 (fma.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) #s(literal 2 binary64)) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))) (neg.f64 (-.f64 (fma.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))) #s(literal 2 binary64)) (*.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64)))) (neg.f64 (-.f64 (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))) (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (fma.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) #s(literal 3 binary64)) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (fma.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 (fma.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (*.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64)) (pow.f64 (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))))
(/.f64 (neg.f64 (neg.f64 (fma.f64 (*.f64 (pow.f64 y #s(literal 6 binary64)) #s(literal -1/8 binary64)) (pow.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 3 binary64)) (pow.f64 (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))) (-.f64 (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))) (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y)) (*.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64))))))
(/.f64 (-.f64 (*.f64 (*.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64)) (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))) (*.f64 (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) (pow.f64 (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))) #s(literal 2 binary64)))) (*.f64 (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (fma.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))))
(/.f64 (-.f64 (*.f64 (-.f64 (*.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64)) (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64))) (+.f64 #s(literal 1 binary64) z)) (*.f64 (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) y))) (*.f64 (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) (+.f64 #s(literal 1 binary64) z)))
(/.f64 (-.f64 (*.f64 (-.f64 (*.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64)) (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))) (*.f64 (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) y))) (*.f64 (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
(/.f64 (-.f64 (*.f64 (-.f64 (*.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64)) (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64))) (+.f64 #s(literal 1 binary64) z)) (*.f64 (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) (*.f64 y (-.f64 (*.f64 z z) #s(literal 1 binary64))))) (*.f64 (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) (+.f64 #s(literal 1 binary64) z)))
(/.f64 (-.f64 (*.f64 (-.f64 (*.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64)) (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))) (*.f64 (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) (*.f64 y (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64))))) (*.f64 (-.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
(/.f64 (-.f64 (*.f64 (fma.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 3 binary64)) #s(literal -1/8 binary64) (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 3 binary64))) (+.f64 #s(literal 1 binary64) z)) (*.f64 (fma.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64) (-.f64 (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (*.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))))) (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) y))) (*.f64 (fma.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64) (-.f64 (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (*.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))))) (+.f64 #s(literal 1 binary64) z)))
(/.f64 (-.f64 (*.f64 (fma.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 3 binary64)) #s(literal -1/8 binary64) (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 3 binary64))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))) (*.f64 (fma.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64) (-.f64 (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (*.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))))) (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) y))) (*.f64 (fma.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64) (-.f64 (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (*.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))))) (fma.f64 z z (+.f64 #s(literal 1 binary64) z))))
(/.f64 (-.f64 (*.f64 (fma.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 3 binary64)) #s(literal -1/8 binary64) (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 3 binary64))) (+.f64 #s(literal 1 binary64) z)) (*.f64 (fma.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64) (-.f64 (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (*.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))))) (*.f64 y (-.f64 (*.f64 z z) #s(literal 1 binary64))))) (*.f64 (fma.f64 (pow.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) y) #s(literal 2 binary64)) #s(literal 1/4 binary64) (-.f64 (pow.f64 (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (*.f64 (*.f64 (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal -1/2 binary64)) y) (*.f64 (+.f64 x #s(literal -1 binary64)) (log.f64 y))))) (+.f64 #s(literal 1 binary64) z)))
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(/.f64 (neg.f64 (*.f64 (-.f64 (pow.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 2 binary64)) #s(literal 1 binary64)) #s(approx (* (- z 1) y) (*.f64 y z)))) (neg.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64))))
(/.f64 (neg.f64 (*.f64 (fma.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1 binary64)) #s(approx (* (- z 1) y) (*.f64 y z)))) (neg.f64 (fma.f64 #s(literal 1/4 binary64) (*.f64 y y) (-.f64 #s(literal 1 binary64) (*.f64 y #s(literal 1/2 binary64))))))
(/.f64 (neg.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (-.f64 (pow.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 2 binary64)) #s(literal 1 binary64)))) (neg.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64))))
(/.f64 (neg.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (fma.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1 binary64)))) (neg.f64 (fma.f64 #s(literal 1/4 binary64) (*.f64 y y) (-.f64 #s(literal 1 binary64) (*.f64 y #s(literal 1/2 binary64))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)) #s(literal 2 binary64)) (pow.f64 #s(approx (* (- z 1) y) (*.f64 y z)) #s(literal 2 binary64)))) (neg.f64 (-.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)) (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))))))
(/.f64 (neg.f64 (fma.f64 (pow.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) y) #s(literal 3 binary64)) #s(literal -1/8 binary64) (pow.f64 (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)) #s(literal 2 binary64)) (-.f64 (pow.f64 #s(approx (* (- z 1) y) (*.f64 y z)) #s(literal 2 binary64)) (*.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)) (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))))))))
(/.f64 (*.f64 (-.f64 (pow.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 2 binary64)) #s(literal 1 binary64)) #s(approx (* (- z 1) y) (*.f64 y z))) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64)))
(/.f64 (*.f64 (fma.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1 binary64)) #s(approx (* (- z 1) y) (*.f64 y z))) (fma.f64 #s(literal 1/4 binary64) (*.f64 y y) (-.f64 #s(literal 1 binary64) (*.f64 y #s(literal 1/2 binary64)))))
(/.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (-.f64 (pow.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 2 binary64)) #s(literal 1 binary64))) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64)))
(/.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (fma.f64 #s(literal -1/8 binary64) (pow.f64 y #s(literal 3 binary64)) #s(literal -1 binary64))) (fma.f64 #s(literal 1/4 binary64) (*.f64 y y) (-.f64 #s(literal 1 binary64) (*.f64 y #s(literal 1/2 binary64)))))
(/.f64 (-.f64 (pow.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)) #s(literal 2 binary64)) (pow.f64 #s(approx (* (- z 1) y) (*.f64 y z)) #s(literal 2 binary64))) (-.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)) (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z)))))
(/.f64 (fma.f64 (pow.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) y) #s(literal 3 binary64)) #s(literal -1/8 binary64) (pow.f64 (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))) #s(literal 3 binary64))) (+.f64 (pow.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)) #s(literal 2 binary64)) (-.f64 (pow.f64 #s(approx (* (- z 1) y) (*.f64 y z)) #s(literal 2 binary64)) (*.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)) (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z)))))))
(fma.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) #s(literal -1/2 binary64)) y (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))))
(fma.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) y) #s(literal -1/2 binary64) (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))))
(fma.f64 #s(approx (* (- z 1) y) (*.f64 y z)) #s(literal -1 binary64) (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)))
(fma.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y) (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))))
(fma.f64 #s(literal -1 binary64) #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)))
(fma.f64 (*.f64 #s(literal -1/2 binary64) y) #s(approx (* (- z 1) y) (*.f64 y z)) (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))))
(fma.f64 #s(literal -1/2 binary64) (*.f64 y #s(approx (* (- z 1) y) (*.f64 y z))) (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))))
(fma.f64 y (*.f64 #s(literal -1/2 binary64) #s(approx (* (- z 1) y) (*.f64 y z))) (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))))
(-.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)) (*.f64 #s(literal 1 binary64) #s(approx (* (- z 1) y) (*.f64 y z))))
(-.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)) (*.f64 (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))) #s(literal -1 binary64)))
(+.f64 (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))) (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)))
(+.f64 (*.f64 #s(approx (* (- z 1) y) (*.f64 y z)) (*.f64 #s(literal -1/2 binary64) y)) (neg.f64 #s(approx (* (- z 1) y) (*.f64 y z))))

eval204.0ms (1.7%)

Memory
11.0MiB live, 165.7MiB allocated
Compiler

Compiled 50 080 to 3 635 computations (92.7% saved)

prune55.0ms (0.5%)

Memory
18.6MiB live, 57.0MiB allocated
Pruning

21 alts after pruning (16 fresh and 5 done)

PrunedKeptTotal
New7186724
Fresh51015
Picked145
Done011
Total72421745
Accuracy
100.0%
Counts
745 → 21
Alt Table
Click to see full alt table
StatusAccuracyProgram
79.6%
(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 #s(approx (* (log (+ 1 (neg y))) (- z 1)) (*.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)) t))
77.2%
(fma.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 x x))) (-.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
53.0%
(/.f64 (fma.f64 (-.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) #s(literal 1 binary64) (*.f64 (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) (*.f64 (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) #s(literal 1 binary64)))
51.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (fma.f64 (sqrt.f64 x) (sqrt.f64 x) #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
✓99.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
▶99.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
86.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
64.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
✓42.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
87.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (fma.f64 (*.f64 #s(literal 1/2 binary64) y) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))) t)
30.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
42.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
77.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
▶96.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))) t)
✓64.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
▶52.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
▶42.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
52.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
✓36.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
✓30.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
▶67.3%
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
Compiler

Compiled 1 503 to 963 computations (35.9% saved)

simplify197.0ms (1.6%)

Memory
-12.7MiB live, 142.2MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
cost-diff0
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))) t)
cost-diff0
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
cost-diff0
(-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t)
cost-diff0
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
cost-diff5
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))
cost-diff0
(neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y)))
cost-diff0
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y)))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
cost-diff0
#s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
cost-diff0
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
cost-diff0
(+.f64 #s(literal -1 binary64) x)
cost-diff0
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
067663
094652
1155652
2302652
3890632
42685627
08368600
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
#s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))
(fma.f64 (neg.f64 z) y y)
(neg.f64 z)
z
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
#s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
(*.f64 (-.f64 #s(literal 1 binary64) z) y)
(-.f64 #s(literal 1 binary64) z)
#s(literal 1 binary64)
z
y
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))
(neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y)))
#s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))
(-.f64 (log.f64 y) y)
(log.f64 y)
y
t
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
(-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t)
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
(fma.f64 x x #s(literal -1 binary64))
x
#s(literal -1 binary64)
(log.f64 y)
y
(+.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
(-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x))
(log.f64 y)
y
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
x
t
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
#s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))
#s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y))
(fma.f64 (neg.f64 z) y y)
(fma.f64 (neg.f64 y) z y)
(neg.f64 z)
z
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (fma.f64 (neg.f64 y) z y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (fma.f64 (neg.f64 y) z y))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (fma.f64 (neg.f64 y) z y)))
#s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
#s(approx (neg (+ (* (- z 1) y) (log y))) (fma.f64 (neg.f64 y) z y))
(*.f64 (-.f64 #s(literal 1 binary64) z) y)
(fma.f64 (neg.f64 y) z y)
(-.f64 #s(literal 1 binary64) z)
#s(literal 1 binary64)
z
y
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))
(neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y)))
#s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))
(-.f64 (log.f64 y) y)
(log.f64 y)
y
t
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) t))
(-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t)
(-.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) t)
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))
(*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
(fma.f64 x x #s(literal -1 binary64))
x
#s(literal -1 binary64)
(log.f64 y)
y
(+.f64 #s(literal 1 binary64) x)
#s(literal 1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
(-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x))
(log.f64 y)
y
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
x
t

localize223.0ms (1.9%)

Memory
15.6MiB live, 250.7MiB allocated
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
accuracy0.00390625
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))) t)
accuracy0.23046875
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)
accuracy0.44902336062809256
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)))
accuracy2.590890664997473
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
accuracy0.0078125
(-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t)
accuracy0.09765625
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
accuracy8.299756214382843
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
accuracy13.084081147529634
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))
accuracy0.01171875
(-.f64 (log.f64 y) y)
accuracy0.44902336062809256
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y)))))
accuracy14.637587202137448
#s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))
accuracy29.504054305031534
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))
accuracy0.01171875
(*.f64 (-.f64 #s(literal 1 binary64) z) y)
accuracy0.44902336062809256
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
accuracy29.504054305031534
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
accuracy47.63198084760009
#s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
accuracy0.0
#s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))
accuracy0.00390625
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
accuracy0.09765625
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))
accuracy0.44902336062809256
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))
Samples
116.0ms73×1valid
64.0ms183×0valid
Compiler

Compiled 1 056 to 116 computations (89% saved)

Precisions
Click to see histograms. Total time spent on operations: 152.0ms
ival-sub: 60.0ms (39.5% of total)
ival-mult: 40.0ms (26.3% of total)
ival-log: 18.0ms (11.9% of total)
ival-add: 10.0ms (6.6% of total)
adjust: 7.0ms (4.6% of total)
ival-div: 7.0ms (4.6% of total)
ival-neg: 6.0ms (4% of total)
ival-log1p: 2.0ms (1.3% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series293.0ms (2.4%)

Memory
-12.5MiB live, 109.1MiB allocated
Counts
25 → 157
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))
(+.f64 #s(literal -1 binary64) x)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
#s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))
(neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y)))
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
(-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t)
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
#s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))
(*.f64 (-.f64 #s(literal 1 binary64) z) y)
#s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))
(-.f64 (log.f64 y) y)
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)
Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
-1
(- x 1)
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
(- (* -1 (log y)) t)
(- (+ (* -1 (log y)) (* x (log y))) t)
(+ (* -1 (log y)) (* (pow x 2) (log y)))
(* -1 (+ (log y) (* y (- z 1))))
(+ (* -1 (+ (log y) (* y (- z 1)))) (* x (log y)))
(/ (+ (log y) (* y (- z 1))) x)
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
x
(* x (- 1 (/ 1 x)))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (+ (/ t x) (/ (log y) x))))
(* x (+ (log y) (* -1 (/ (+ t (log y)) x))))
(* (pow x 2) (log y))
(* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2)))))
(* x (+ (log y) (* -1 (/ (+ (log y) (* y (- z 1))) x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* (log (- 1 y)) (- z 1)) (+ t (log y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ t x) (/ (log y) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ (log y) x) (/ (* y (- z 1)) x)))))
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(- (* y (- 1 z)) (log y))
(/ (* (log y) (- (pow x 2) 1)) (+ 1 x))
(- (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)) t)
(- (+ (* -1 (* y (- z 1))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(* (log y) (- (pow x 2) 1))
(* x (- (log y) (/ (log y) x)))
(+ (* x (* y (- (/ 1 x) (/ z x)))) (* x (- (log y) (/ (log y) x))))
(* -1 (* y (- z 1)))
(* y (- 1 z))
(log y)
(+ (log y) (* y (- z 1)))
(+ (log y) (* -1 y))
(/ (log y) x)
(+ (* y (- (/ z x) (/ 1 x))) (/ (log y) x))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
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(* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x)))
(- (+ (* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
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(* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x))))
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y
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(/ (* y z) x)
(* z (+ (* -1 (/ y (* x z))) (+ (/ y x) (/ (log y) (* x z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
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(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x)))))))
Calls

12 calls:

TimeVariablePointExpression
165.0ms
y
@inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (/ (* (+ (* x x) -1) (log y)) (+ 1 x)) (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (- (/ (* (+ (* x x) -1) (log y)) (+ 1 x)) t) (* (+ (* x x) -1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (* (neg y) (- z 1)) (* (- 1 z) y) (+ (* (- z 1) y) (log y)) (- (log y) y) (/ (+ (* (- z 1) y) (log y)) x))
36.0ms
x
@0
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (/ (* (+ (* x x) -1) (log y)) (+ 1 x)) (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (- (/ (* (+ (* x x) -1) (log y)) (+ 1 x)) t) (* (+ (* x x) -1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (* (neg y) (- z 1)) (* (- 1 z) y) (+ (* (- z 1) y) (log y)) (- (log y) y) (/ (+ (* (- z 1) y) (log y)) x))
26.0ms
z
@inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (/ (* (+ (* x x) -1) (log y)) (+ 1 x)) (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (- (/ (* (+ (* x x) -1) (log y)) (+ 1 x)) t) (* (+ (* x x) -1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (* (neg y) (- z 1)) (* (- 1 z) y) (+ (* (- z 1) y) (log y)) (- (log y) y) (/ (+ (* (- z 1) y) (log y)) x))
12.0ms
x
@-inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (/ (* (+ (* x x) -1) (log y)) (+ 1 x)) (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (- (/ (* (+ (* x x) -1) (log y)) (+ 1 x)) t) (* (+ (* x x) -1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (* (neg y) (- z 1)) (* (- 1 z) y) (+ (* (- z 1) y) (log y)) (- (log y) y) (/ (+ (* (- z 1) y) (log y)) x))
12.0ms
x
@inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (+ -1 x) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg (+ (* (- z 1) y) (log y))) (/ (* (+ (* x x) -1) (log y)) (+ 1 x)) (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (- (/ (* (+ (* x x) -1) (log y)) (+ 1 x)) t) (* (+ (* x x) -1) (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (* (neg y) (- z 1)) (* (- 1 z) y) (+ (* (- z 1) y) (log y)) (- (log y) y) (/ (+ (* (- z 1) y) (log y)) x))

simplify242.0ms (2%)

Memory
14.1MiB live, 209.7MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04502768
115562544
257022510
083022344
Stop Event
1×iter limit
1×node limit
Counts
157 → 155
Calls
Call 1
Inputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
-1
(- x 1)
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
(- (* -1 (log y)) t)
(- (+ (* -1 (log y)) (* x (log y))) t)
(+ (* -1 (log y)) (* (pow x 2) (log y)))
(* -1 (+ (log y) (* y (- z 1))))
(+ (* -1 (+ (log y) (* y (- z 1)))) (* x (log y)))
(/ (+ (log y) (* y (- z 1))) x)
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
x
(* x (- 1 (/ 1 x)))
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(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (+ (/ t x) (/ (log y) x))))
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(* (pow x 2) (log y))
(* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2)))))
(* x (+ (log y) (* -1 (/ (+ (log y) (* y (- z 1))) x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
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(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(* -1 (* y (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1)))
(* -1 (* y (- (+ (* -1 (/ (log (/ -1 y)) y)) (/ (log -1) y)) (* -1 (- z 1)))))
(/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x))
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x)))) t)
(- (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x)) t)
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1))
(* -1 (* y (- (+ z (* -1 (/ (* x (- (+ (log -1) (* -1 (log (/ -1 y)))) (+ (* -1 (/ (log (/ -1 y)) x)) (/ (log -1) x)))) y))) 1)))
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(* -1 (* y (+ 1 (* -1 (/ (+ (log -1) (* -1 (log (/ -1 y)))) y)))))
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(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ y (* (log y) (- x 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(* -1 (+ (log y) (* -1 y)))
(- (* -1 (* y z)) (+ (log y) (* -1 y)))
(- (+ (* -1 (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))) t)
(* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x))))
(+ (* -1 (* y z)) (* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x)))))
y
(+ y (* -1 (* y z)))
(+ (log y) (+ (* -1 y) (* y z)))
(/ (+ (log y) (* -1 y)) x)
(+ (* -1 (/ y x)) (+ (/ (log y) x) (/ (* y z) x)))
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* -1 (* y z))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (- (* -1 (/ (+ (log y) (* -1 y)) z)) y))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- (pow x 2) 1)) (* z (+ 1 x))))) (/ t z)))
(* z (+ (* -1 y) (/ (* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x)))) z)))
(* z (+ (* -1 y) (/ y z)))
(* y z)
(* z (+ y (+ (* -1 (/ y z)) (/ (log y) z))))
(/ (* y z) x)
(* z (+ (* -1 (/ y (* x z))) (+ (/ y x) (/ (log y) (* x z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (- (+ (* -1 (/ y z)) (/ (log y) z)) (* -1 y))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t) z)))))
(* -1 (* z (+ y (* -1 (/ (* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x)))) z)))))
(* -1 (* z (+ y (* -1 (/ y z)))))
(* -1 (* z (+ (* -1 y) (* -1 (/ (+ (log y) (* -1 y)) z)))))
(* -1 (* z (+ (* -1 (/ y x)) (* -1 (/ (+ (* -1 (/ y x)) (/ (log y) x)) z)))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(+ (* -1 t) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(* -1 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) 1))
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(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x)))))))
Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (+.f64 t (log.f64 y)))
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(-.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))))
(+ (* -1 (log y)) (* -1 (* y (- z 1))))
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
-1
#s(literal -1 binary64)
(- x 1)
(-.f64 x #s(literal 1 binary64))
(* -1 (log y))
(neg.f64 (log.f64 y))
(+ (* -1 (log y)) (* x (log y)))
(*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))
(- (* -1 (log y)) t)
(-.f64 (neg.f64 (log.f64 y)) t)
(- (+ (* -1 (log y)) (* x (log y))) t)
(-.f64 (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y)) t)
(+ (* -1 (log y)) (* (pow x 2) (log y)))
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
(* -1 (+ (log y) (* y (- z 1))))
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(/ (+ (log y) (* y (- z 1))) x)
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)
(* x (log y))
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(*.f64 (+.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) x) (log.f64 y)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
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(* x (- (+ (log y) (/ (* (log (- 1 y)) (- z 1)) x)) (+ (/ t x) (/ (log y) x))))
(*.f64 (+.f64 (/.f64 (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (+.f64 t (log.f64 y))) x) (log.f64 y)) x)
(* x (+ (log y) (* -1 (/ (+ t (log y)) x))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 t (log.f64 y)) x)) x)
(* (pow x 2) (log y))
(*.f64 (*.f64 (log.f64 y) x) x)
(* (pow x 2) (+ (log y) (* -1 (/ (log y) (pow x 2)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (/.f64 (log.f64 y) x) x)) (*.f64 x x))
(* x (+ (log y) (* -1 (/ (+ (log y) (* y (- z 1))) x))))
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (+.f64 (/.f64 (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (+.f64 t (log.f64 y))) x) (log.f64 y)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(*.f64 (+.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) x) (log.f64 y)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
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(*.f64 (+.f64 (/.f64 (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (+.f64 t (log.f64 y))) x) (log.f64 y)) x)
(* -1 (* x (+ (* -1 (log y)) (+ (/ t x) (/ (log y) x)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 t (log.f64 y)) x)) x)
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(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
(- (* (log y) (- x 1)) t)
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
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(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(fma.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(* (log y) (- x 1))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
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(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(fma.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(- (* y (- 1 z)) (log y))
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(/ (* (log y) (- (pow x 2) 1)) (+ 1 x))
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))
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(fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x)) (log.f64 y) (neg.f64 t))
(- (+ (* -1 (* y (- z 1))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x)) (log.f64 y) (-.f64 (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) t))
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x)) (log.f64 y) (-.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y) t))
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)
(fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x)) (log.f64 y) (-.f64 (*.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y) t))
(* (log y) (- (pow x 2) 1))
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
(* x (- (log y) (/ (log y) x)))
(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
(+ (* x (* y (- (/ 1 x) (/ z x)))) (* x (- (log y) (/ (log y) x))))
(*.f64 (fma.f64 (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)) y (-.f64 (log.f64 y) (/.f64 (log.f64 y) x))) x)
(* -1 (* y (- z 1)))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
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(*.f64 (-.f64 #s(literal 1 binary64) z) y)
(log y)
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(+ (log y) (* y (- z 1)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
(+ (log y) (* -1 y))
(-.f64 (log.f64 y) y)
(/ (log y) x)
(/.f64 (log.f64 y) x)
(+ (* y (- (/ z x) (/ 1 x))) (/ (log y) x))
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(fma.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y) t)))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (-.f64 (fma.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/2 binary64) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)) t))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (-.f64 (-.f64 (fma.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (/.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal -1/3 binary64) (*.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)))) y) y)) (/.f64 (-.f64 z #s(literal 1 binary64)) y)) t))
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(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)))
(+ (* -1 t) (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))))
(fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x)) (log.f64 y) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(+ (* -1 t) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x)))
(fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (+.f64 #s(literal 1 binary64) x)) (log.f64 y) (neg.f64 t))
(* -1 t)
(neg.f64 t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (-.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t) #s(literal 1 binary64)) t)
(* t (- (+ (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (-.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t) #s(literal 1 binary64)) t)
(* t (- (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x))) 1))
(*.f64 (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (fma.f64 t x t)) #s(literal 1 binary64)) t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(fma.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t) t (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log (- 1 y)) (- z 1)) (/ (* (log y) (- (pow x 2) 1)) (+ 1 x))) t)))))
(fma.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t) t (neg.f64 t))
(* -1 (* t (+ 1 (* -1 (/ (* (log y) (- (pow x 2) 1)) (* t (+ 1 x)))))))
(*.f64 (fma.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (fma.f64 t x t)) (log.f64 y) #s(literal -1 binary64)) t)

rewrite349.0ms (2.9%)

Memory
-16.1MiB live, 263.1MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
067595
094584
1407556
23262555
08609553
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
25 → 243
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))
(+.f64 #s(literal -1 binary64) x)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))
#s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))
(neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y)))
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
(-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t)
(*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
#s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))
(*.f64 (-.f64 #s(literal 1 binary64) z) y)
#s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))
(-.f64 (log.f64 y) y)
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)
Outputs
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 2 binary64)) (*.f64 t t)))) (neg.f64 (neg.f64 (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 t (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))) (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 2 binary64))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 2 binary64)) (*.f64 t t))) (neg.f64 (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))))))
(/.f64 (neg.f64 (-.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64)))) (neg.f64 (fma.f64 t (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))) (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 2 binary64)) (*.f64 t t)) (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))))
(/.f64 (-.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (fma.f64 t (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))) (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 2 binary64))))
(-.f64 (/.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 2 binary64)) (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))))) (/.f64 (*.f64 t t) (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))))))
(-.f64 (/.f64 (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 3 binary64)) (fma.f64 t (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))) (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 2 binary64)))) (/.f64 (pow.f64 t #s(literal 3 binary64)) (fma.f64 t (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))) (pow.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) #s(literal 2 binary64)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))
(/.f64 (neg.f64 (-.f64 (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 2 binary64)))) (neg.f64 (-.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 2 binary64)) (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (-.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))))
(/.f64 (neg.f64 (neg.f64 (+.f64 (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) (-.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))) (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 2 binary64))))))
(/.f64 (-.f64 (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 2 binary64)) (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 2 binary64))) (-.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 2 binary64)) (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 2 binary64)))) (neg.f64 (-.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))))
(/.f64 (neg.f64 (+.f64 (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 2 binary64)) (*.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))))))
(/.f64 (neg.f64 (+.f64 (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 3 binary64)))) (neg.f64 (fma.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) (-.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))) (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 2 binary64)) (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 2 binary64))) (-.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))
(/.f64 (+.f64 (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 3 binary64))) (+.f64 (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 2 binary64)) (-.f64 (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 2 binary64)) (*.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y))))))
(/.f64 (+.f64 (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 3 binary64)) (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 3 binary64))) (fma.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) (-.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x))) (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 2 binary64))))
(fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))
(-.f64 (/.f64 (pow.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(literal 2 binary64)) (-.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) (/.f64 (pow.f64 #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)) #s(literal 2 binary64)) (-.f64 (*.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x)) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))))
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eval76.0ms (0.6%)

Memory
25.6MiB live, 63.7MiB allocated
Compiler

Compiled 21 341 to 1 799 computations (91.6% saved)

prune170.0ms (1.4%)

Memory
-15.5MiB live, 32.0MiB allocated
Pruning

25 alts after pruning (17 fresh and 8 done)

PrunedKeptTotal
New36910379
Fresh4711
Picked235
Done055
Total37525400
Accuracy
100.0%
Counts
400 → 25
Alt Table
Click to see full alt table
StatusAccuracyProgram
77.2%
(fma.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 x x))) (-.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
53.0%
(/.f64 (fma.f64 (-.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) #s(literal 1 binary64) (*.f64 (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) (*.f64 (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) #s(literal 1 binary64)))
51.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (fma.f64 (sqrt.f64 x) (sqrt.f64 x) #s(literal -1 binary64)) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
✓99.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
✓99.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
86.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
64.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
✓42.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
87.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (fma.f64 (*.f64 #s(literal 1/2 binary64) y) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))) t)
30.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
42.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
73.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (/.f64 (*.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x) #s(literal 2 binary64))) x) (+.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x) (log.f64 y))))) t)
77.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
✓64.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
✓52.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
52.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
30.6%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
83.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (fma.f64 (-.f64 (log.f64 y) (/.f64 (-.f64 (log.f64 y) y) x)) (/.f64 x z) (neg.f64 y)) z)))) t)
33.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
27.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
✓42.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
✓36.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
✓30.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
67.3%
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x))) t))
42.7%
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (log.f64 (pow.f64 y (-.f64 x #s(literal 1 binary64)))) t))
Compiler

Compiled 2 900 to 974 computations (66.4% saved)

regimes388.0ms (3.2%)

Memory
2.5MiB live, 118.0MiB allocated
Counts
46 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (fma.f64 (*.f64 #s(literal 1/2 binary64) y) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (* (- z 1) y) (+ (* -1/2 y) -1)) (*.f64 (neg.f64 y) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)))))) t)
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x))) t))
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (fma.f64 (sqrt.f64 x) (sqrt.f64 x) #s(literal -1 binary64)) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (fma.f64 (sqrt.f64 x) (sqrt.f64 x) #s(literal -1 binary64)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 #s(approx (* (log (+ 1 (neg y))) (- z 1)) (*.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)) t))
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (log.f64 (pow.f64 y (-.f64 x #s(literal 1 binary64)))) t))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x))) t)
(-.f64 (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (fma.f64 (-.f64 (log.f64 y) (/.f64 (-.f64 (log.f64 y) y) x)) (/.f64 x z) (neg.f64 y)) z)))) t)
(fma.f64 (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
(fma.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 #s(literal 1 binary64) (*.f64 x x))) (-.f64 #s(literal 1 binary64) x)) (/.f64 (fma.f64 x x #s(literal -1 binary64)) #s(literal 1 binary64)) (-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) t))
(-.f64 (log.f64 (*.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) (-.f64 z #s(literal 1 binary64))) (pow.f64 y (-.f64 x #s(literal 1 binary64))))) t)
(/.f64 (fma.f64 (-.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 t t)) (+.f64 #s(literal 1 binary64) x) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)))) (*.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (+.f64 #s(literal 1 binary64) x)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (/.f64 (*.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x) #s(literal 2 binary64))) x) (+.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x) (log.f64 y))))) t)
(-.f64 (/.f64 (+.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 3 binary64))) (fma.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))) (pow.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) #s(literal 2 binary64)))) t)
(/.f64 (fma.f64 (-.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) #s(literal 1 binary64) (*.f64 (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))) (*.f64 (fma.f64 t (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) t) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) #s(literal 1 binary64)))
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))) t)
Calls

8 calls:

262.0ms
z
35.0ms
x
24.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
13.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
13.0ms
t
Results
AccuracySegmentsBranch
99.9%1x
99.9%1y
99.9%1z
99.9%1t
99.9%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.9%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.9%1(-.f64 x #s(literal 1 binary64))
99.9%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes245.0ms (2.1%)

Memory
-29.7MiB live, 97.9MiB allocated
Counts
30 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (fma.f64 (*.f64 #s(literal 1/2 binary64) y) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (* (- z 1) y) (+ (* -1/2 y) -1)) (*.f64 (neg.f64 y) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)))))) t)
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x))) t))
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
Calls

8 calls:

64.0ms
z
50.0ms
(-.f64 x #s(literal 1 binary64))
9.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
9.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
9.0ms
t
Results
AccuracySegmentsBranch
99.9%1x
99.9%1y
99.9%1z
99.9%1t
99.9%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.9%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.9%1(-.f64 x #s(literal 1 binary64))
99.9%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes154.0ms (1.3%)

Memory
35.0MiB live, 73.3MiB allocated
Counts
27 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (fma.f64 (*.f64 #s(literal 1/2 binary64) y) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (* (- z 1) y) (+ (* -1/2 y) -1)) (*.f64 (neg.f64 y) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)))))) t)
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (/.f64 (log.f64 y) (+.f64 #s(literal 1 binary64) x))) t))
#s(approx (+ (* (/ (log y) (+ 1 x)) (/ (+ (* x x) -1) 1)) (- (* (log (+ 1 (neg y))) (- z 1)) t)) (-.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 #s(approx (* (- z 1) y) (*.f64 z y)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
Calls

8 calls:

96.0ms
t
8.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
8.0ms
z
8.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
8.0ms
x
Results
AccuracySegmentsBranch
99.8%1x
99.8%1y
99.8%1z
99.8%1t
99.8%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.8%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.8%1(-.f64 x #s(literal 1 binary64))
99.8%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes201.0ms (1.7%)

Memory
2.3MiB live, 79.3MiB allocated
Counts
20 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
Calls

8 calls:

83.0ms
z
77.0ms
(-.f64 z #s(literal 1 binary64))
7.0ms
x
7.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
7.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
Results
AccuracySegmentsBranch
96.9%3x
87.1%1y
94.3%3z
87.1%1t
95.1%3(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
96.4%3(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
96.9%3(-.f64 x #s(literal 1 binary64))
94.3%3(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes46.0ms (0.4%)

Memory
-23.1MiB live, 96.5MiB allocated
Counts
19 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
Calls

6 calls:

10.0ms
z
8.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
8.0ms
(-.f64 x #s(literal 1 binary64))
6.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
6.0ms
x
Results
AccuracySegmentsBranch
93.7%3z
93.7%3(-.f64 z #s(literal 1 binary64))
87.1%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
87.1%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
87.1%1x
87.1%1(-.f64 x #s(literal 1 binary64))
Compiler

Compiled 40 to 47 computations (-17.5% saved)

regimes14.0ms (0.1%)

Memory
-2.0MiB live, 35.8MiB allocated
Counts
18 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
Calls

2 calls:

8.0ms
z
5.0ms
(-.f64 z #s(literal 1 binary64))
Results
AccuracySegmentsBranch
93.5%3z
93.5%3(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 4 to 10 computations (-150% saved)

regimes52.0ms (0.4%)

Memory
5.0MiB live, 124.0MiB allocated
Counts
17 → 4
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
Calls

8 calls:

9.0ms
y
7.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
6.0ms
(-.f64 x #s(literal 1 binary64))
6.0ms
z
6.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
Results
AccuracySegmentsBranch
64.5%1y
68.3%3t
86.2%3x
86.2%3(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
87.9%4(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
86.2%3(-.f64 x #s(literal 1 binary64))
71.6%3z
71.6%3(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes23.0ms (0.2%)

Memory
19.1MiB live, 57.8MiB allocated
Counts
15 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
Calls

4 calls:

6.0ms
(-.f64 x #s(literal 1 binary64))
5.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
5.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
5.0ms
x
Results
AccuracySegmentsBranch
61.4%4(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
75.6%3(-.f64 x #s(literal 1 binary64))
75.6%3x
77.0%4(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
Compiler

Compiled 36 to 37 computations (-2.8% saved)

regimes12.0ms (0.1%)

Memory
-9.3MiB live, 29.3MiB allocated
Counts
14 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (log.f64 y))))) t)
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
Calls

2 calls:

6.0ms
(-.f64 x #s(literal 1 binary64))
5.0ms
x
Results
AccuracySegmentsBranch
75.4%3x
75.4%3(-.f64 x #s(literal 1 binary64))
Compiler

Compiled 4 to 10 computations (-150% saved)

regimes52.0ms (0.4%)

Memory
-18.4MiB live, 108.4MiB allocated
Counts
12 → 3
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
Calls

7 calls:

18.0ms
z
11.0ms
y
6.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms
t
4.0ms
x
Results
AccuracySegmentsBranch
48.5%3y
57.1%3t
51.0%3z
51.0%3(-.f64 z #s(literal 1 binary64))
63.7%3(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
64.4%3x
64.4%3(-.f64 x #s(literal 1 binary64))
Compiler

Compiled 25 to 41 computations (-64% saved)

regimes34.0ms (0.3%)

Memory
11.3MiB live, 90.2MiB allocated
Counts
11 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) y) #s(literal -1/2 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 z z)) y) (+.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 y x) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (* (- z 1) y) (+ (* -1/2 y) -1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- z 1) (* y (* -1/2 y))) (+ (* (log y) (+ -1 x)) (* (neg y) (- z 1)))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (neg.f64 (-.f64 z #s(literal 1 binary64))) y)) (*.f64 y y)))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
Calls

8 calls:

5.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
4.0ms
z
4.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
4.0ms
x
4.0ms
t
Results
AccuracySegmentsBranch
42.5%1y
42.5%1z
42.5%1(-.f64 z #s(literal 1 binary64))
42.5%1t
42.5%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
42.5%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
42.5%1(-.f64 x #s(literal 1 binary64))
42.5%1x
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes16.0ms (0.1%)

Memory
6.3MiB live, 51.5MiB allocated
Counts
3 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
Calls

8 calls:

3.0ms
(-.f64 z #s(literal 1 binary64))
2.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms
t
2.0ms
x
Results
AccuracySegmentsBranch
42.3%1y
42.3%1z
42.3%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
42.3%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
42.3%1(-.f64 z #s(literal 1 binary64))
42.3%1t
42.3%1(-.f64 x #s(literal 1 binary64))
42.3%1x
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes28.0ms (0.2%)

Memory
-9.2MiB live, 30.5MiB allocated
Counts
2 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
Calls

8 calls:

17.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
2.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
1.0ms
z
1.0ms
t
1.0ms
x
Results
AccuracySegmentsBranch
30.6%1y
30.6%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
30.6%1(-.f64 z #s(literal 1 binary64))
30.6%1z
30.6%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
30.6%1t
30.6%1x
30.6%1(-.f64 x #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes25.0ms (0.2%)

Memory
-13.1MiB live, 26.7MiB allocated
Accuracy

Total -0.0b remaining (-0%)

Threshold costs -0b (-0%)

Counts
1 → 1
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Calls

8 calls:

17.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
1.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
1.0ms
t
1.0ms
x
1.0ms
y
Results
AccuracySegmentsBranch
30.3%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
30.3%1(-.f64 x #s(literal 1 binary64))
30.3%1y
30.3%1t
30.3%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
30.3%1(-.f64 z #s(literal 1 binary64))
30.3%1x
30.3%1z
Compiler

Compiled 42 to 55 computations (-31% saved)

bsearch1.0ms (0%)

Memory
1.3MiB live, 1.3MiB allocated
Algorithm
2×left-value
Steps
TimeLeftRight
0.0ms
4849065.184429973
5448179.735832824
0.0ms
-126865511474.72939
-713922329.1556039
Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch1.0ms (0%)

Memory
1.2MiB live, 1.2MiB allocated
Algorithm
2×left-value
Steps
TimeLeftRight
0.0ms
6.520444646085594e+164
5.952313586090322e+178
0.0ms
-1.6501164570855247e+198
-7.091227403768339e+184
Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch1.0ms (0%)

Memory
1.1MiB live, 1.1MiB allocated
Algorithm
2×left-value
Steps
TimeLeftRight
0.0ms
6.520444646085594e+164
5.952313586090322e+178
0.0ms
-1.6501164570855247e+198
-7.091227403768339e+184
Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch1.0ms (0%)

Memory
1.5MiB live, 1.5MiB allocated
Algorithm
3×left-value
Steps
TimeLeftRight
0.0ms
54797992515.674515
70370766140345.78
0.0ms
165.67185231086313
165.7776433370307
0.0ms
-90700946707.36868
-1990574727.4100027
Compiler

Compiled 20 to 21 computations (-5% saved)

bsearch81.0ms (0.7%)

Memory
22.0MiB live, 100.9MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
29.0ms
426571790271754.0
416541529056524200.0
48.0ms
-5.1965627632405994e+131
-3.87339992208064e+128
Samples
43.0ms191×0valid
23.0ms65×1valid
Compiler

Compiled 1 108 to 773 computations (30.2% saved)

Precisions
Click to see histograms. Total time spent on operations: 30.0ms
ival-log: 17.0ms (56.5% of total)
ival-sub: 6.0ms (20% of total)
ival-mult: 4.0ms (13.3% of total)
adjust: 2.0ms (6.7% of total)
ival-add: 1.0ms (3.3% 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
1.9MiB live, 1.9MiB allocated
Algorithm
2×left-value
Steps
TimeLeftRight
0.0ms
426571790271753.0
416541529056524200.0
0.0ms
-5.1965627632405994e+131
-3.87339992208064e+128
Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch28.0ms (0.2%)

Memory
-21.7MiB live, 55.8MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
25.0ms
426571790271754.0
416541529056524200.0
1.0ms
-5.1965627632405994e+131
-3.87339992208064e+128
Samples
12.0ms35×1valid
7.0ms61×0valid
Compiler

Compiled 1 124 to 789 computations (29.8% saved)

Precisions
Click to see histograms. Total time spent on operations: 16.0ms
ival-log: 10.0ms (62.9% of total)
ival-sub: 2.0ms (12.6% of total)
ival-mult: 2.0ms (12.6% of total)
adjust: 1.0ms (6.3% of total)
ival-add: 1.0ms (6.3% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

simplify72.0ms (0.6%)

Memory
14.1MiB live, 52.4MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0144952
1226952
2284952
3399952
4548952
5852952
61255952
72936952
83106952
93319952
103697952
114299952
127875952
Stop Event
1×node limit
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -100000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 5000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -1000000000000000017535541566019400541537441865177200086145798104936341572305513193378283771523764365204900328030374534281861011105867876227585990799216050325567033999660761493056632508247061001404416 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t) (if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 999999999999999899489893451833484927233458399740540420336951338855520357125044282616287570346763120896578585177704871391229197474064067196498264773607101557544845312 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -1000000000000000017535541566019400541537441865177200086145798104936341572305513193378283771523764365204900328030374534281861011105867876227585990799216050325567033999660761493056632508247061001404416 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t) (if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 999999999999999899489893451833484927233458399740540420336951338855520357125044282616287570346763120896578585177704871391229197474064067196498264773607101557544845312 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)))
(if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal -50000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 2915025227559731/17592186044416 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t) (if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 100000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t))))
(if (<=.f64 x #s(literal -400000000000000030069794766607283450988571625740963285393163640943106370096966081865816440439103214171306382015541010530671001600 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 21000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -499999999999999995414783701180638281843304424991242455992046113258834575832799818100521466993270785184801126587914991362494731124736 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 500000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (<=.f64 x #s(literal -400000000000000030069794766607283450988571625740963285393163640943106370096966081865816440439103214171306382015541010530671001600 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 310000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 z #s(literal 1 binary64)) (*.f64 y (*.f64 #s(literal -1/2 binary64) y)) (fma.f64 (log.f64 y) (+.f64 #s(literal -1 binary64) x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 z) y y)))) t)
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -100000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 5000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t)))
(if (or (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -100000000000 binary64)) (not (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 5000000 binary64)))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -1000000000000000017535541566019400541537441865177200086145798104936341572305513193378283771523764365204900328030374534281861011105867876227585990799216050325567033999660761493056632508247061001404416 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t) (if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 999999999999999899489893451833484927233458399740540420336951338855520357125044282616287570346763120896578585177704871391229197474064067196498264773607101557544845312 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)))
(if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal -1000000000000000017535541566019400541537441865177200086145798104936341572305513193378283771523764365204900328030374534281861011105867876227585990799216050325567033999660761493056632508247061001404416 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t) (if (<=.f64 (-.f64 z #s(literal 1 binary64)) #s(literal 999999999999999899489893451833484927233458399740540420336951338855520357125044282616287570346763120896578585177704871391229197474064067196498264773607101557544845312 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (log (- 1 y)) z) (*.f64 (*.f64 z (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)))
(if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal -50000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 2915025227559731/17592186044416 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t) (if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 100000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t))))
(if (<=.f64 x #s(literal -400000000000000030069794766607283450988571625740963285393163640943106370096966081865816440439103214171306382015541010530671001600 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 21000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (or (<=.f64 x #s(literal -400000000000000030069794766607283450988571625740963285393163640943106370096966081865816440439103214171306382015541010530671001600 binary64)) (not (<=.f64 x #s(literal 21000000000000000 binary64)))) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) (-.f64 (log.f64 y) y))))) t))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -499999999999999995414783701180638281843304424991242455992046113258834575832799818100521466993270785184801126587914991362494731124736 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 500000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (or (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -499999999999999995414783701180638281843304424991242455992046113258834575832799818100521466993270785184801126587914991362494731124736 binary64)) (not (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal 500000000000000 binary64)))) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (neg.f64 (log.f64 y))))) t))
(if (<=.f64 x #s(literal -400000000000000030069794766607283450988571625740963285393163640943106370096966081865816440439103214171306382015541010530671001600 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 310000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (or (<=.f64 x #s(literal -400000000000000030069794766607283450988571625740963285393163640943106370096966081865816440439103214171306382015541010530671001600 binary64)) (not (<=.f64 x #s(literal 310000000000000000 binary64)))) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (neg (+ (* (- z 1) y) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 #s(approx (log (- 1 y)) (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 #s(approx (+ (* (- z 1) y) (log y)) #s(approx (- (log y) y) (neg.f64 y)))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

soundness1.3s (10.5%)

Memory
13.2MiB live, 1 085.6MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02321560
17861431
228491356
085111307
04502768
115562544
257022510
083022344
04412416
116062188
261212159
082092030
04883150
117252879
263902848
083972704
045297
075293
1330282
22865282
010299281
Stop Event
1×fuel
1×iter limit
1×node limit
1×iter limit
1×iter limit
1×node limit
1×iter limit
1×node limit
1×iter limit
1×node limit
1×iter limit
1×node limit
Compiler

Compiled 1 055 to 410 computations (61.1% saved)

preprocess134.0ms (1.1%)

Memory
16.6MiB live, 173.8MiB allocated
Compiler

Compiled 1 956 to 328 computations (83.2% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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