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

Time bar (total: 13.2s)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated

analyze263.0ms (2%)

Memory
-43.0MiB live, 299.9MiB 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)

sample3.6s (27.1%)

Memory
81.7MiB live, 3 492.8MiB allocated
Samples
1.7s2 140×1valid
1.2s6 116×0valid
1.0ms5×0invalid
Precisions
Click to see histograms. Total time spent on operations: 2.3s
ival-log: 1.2s (53.8% of total)
ival-sub: 689.0ms (29.9% of total)
ival-mult: 221.0ms (9.6% of total)
adjust: 88.0ms (3.8% of total)
ival-add: 48.0ms (2.1% of total)
ival-true: 7.0ms (0.3% of total)
exact: 6.0ms (0.3% of total)
ival-assert: 4.0ms (0.2% of total)
Bogosity

explain381.0ms (2.9%)

Memory
8.9MiB live, 517.2MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
2501(-6.673226042539364e+41 0.005876151734386377 3.318067018173895e+273 -5.118205435634376e+158)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))sensitivity2511
Confusion
Predicted +Predicted -
+300
-2215
Precision
0.11952191235059761
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+3000
-22114
Precision?
0.11904761904761904
Recall?
1.0
Freqs
test
numberfreq
05
1251
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
142.0ms364×1valid
52.0ms108×2valid
5.0ms40×0valid
Compiler

Compiled 153 to 46 computations (69.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 162.0ms
ival-log: 95.0ms (58.6% of total)
ival-sub: 27.0ms (16.6% of total)
adjust: 21.0ms (12.9% of total)
ival-mult: 14.0ms (8.6% of total)
ival-add: 5.0ms (3.1% of total)
ival-true: 1.0ms (0.6% of total)
ival-assert: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

preprocess32.0ms (0.2%)

Memory
-19.1MiB live, 34.3MiB 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)

prune1.0ms (0%)

Memory
1.1MiB live, 1.1MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
▶89.5%
(-.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)

simplify6.0ms (0%)

Memory
9.1MiB live, 9.1MiB 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

localize138.0ms (1%)

Memory
6.2MiB live, 194.7MiB allocated
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy0.01171875
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy0.02734375
(+.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))))
accuracy0.11328125
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy57.586567596834165
(log.f64 (-.f64 #s(literal 1 binary64) y))
Samples
99.0ms182×1valid
25.0ms54×2valid
2.0ms20×0valid
Compiler

Compiled 68 to 16 computations (76.5% saved)

Precisions
Click to see histograms. Total time spent on operations: 75.0ms
ival-log: 39.0ms (51.8% of total)
ival-mult: 12.0ms (15.9% of total)
adjust: 11.0ms (14.6% of total)
ival-sub: 10.0ms (13.3% 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)

series103.0ms (0.8%)

Memory
0.9MiB live, 237.5MiB 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
25.0ms
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))))
21.0ms
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))))
17.0ms
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))))
7.0ms
z
@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))))

simplify184.0ms (1.4%)

Memory
-10.3MiB live, 176.8MiB 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)))
(+ (* -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))))
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(+ (* -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)))))
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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)
(* (+ (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)))
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(+ (* -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))
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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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(-.f64 (fma.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (neg.f64 t)) (log.f64 y))
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(fma.f64 (+.f64 #s(literal -1 binary64) z) (log.f64 (-.f64 #s(literal 1 binary64) y)) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
(* -1 (log y))
(neg.f64 (log.f64 y))
(+ (* -1 (log y)) (* x (log y)))
(*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))
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(-.f64 x #s(literal 1 binary64))
(* x (log y))
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(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
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(* -1 (* y (- z 1)))
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(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(fma.f64 (+.f64 (log.f64 y) (log.f64 #s(literal -1 binary64))) (-.f64 z #s(literal 1 binary64)) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
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(*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))
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(* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))
(*.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 (* 1/2 (/ (- z 1) 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 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal 1/2 binary64) (-.f64 z #s(literal 1 binary64))) y))) 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)
(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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(-.f64 (-.f64 (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
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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))

rewrite193.0ms (1.5%)

Memory
-6.7MiB live, 228.9MiB 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))))

eval38.0ms (0.3%)

Memory
35.3MiB live, 79.5MiB allocated
Compiler

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

prune98.0ms (0.7%)

Memory
-46.2MiB live, 92.4MiB allocated
Pruning

17 alts after pruning (17 fresh and 0 done)

PrunedKeptTotal
New26817285
Fresh000
Picked101
Done000
Total26917286
Accuracy
99.9%
Counts
286 → 17
Alt Table
Click to see full alt table
StatusAccuracyProgram
79.8%
(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))
▶99.8%
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
52.6%
(/.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)))
40.9%
(/.f64 (fma.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 t (+.f64 t (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))))) (*.f64 (+.f64 #s(literal 1 binary64) x) (-.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))))) (*.f64 (+.f64 #s(literal 1 binary64) x) (+.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 t (+.f64 t (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))))))))
69.9%
(-.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)
60.6%
(-.f64 (+.f64 (/.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 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
98.8%
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)))) t)
▶89.5%
(-.f64 (+.f64 (*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
47.7%
(-.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)
98.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (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)
98.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))))) t)
▶98.5%
(-.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)
▶76.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)) t)
39.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)) t)
69.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
87.4%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
▶37.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 1 006 to 682 computations (32.2% saved)

simplify262.0ms (2%)

Memory
-10.2MiB live, 174.9MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 18 expressions of interest:

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

Useful iterations: 0 (0.0ms)

IterNodesCost
047431
079431
1118431
2193431
3368431
4605431
51436431
62694431
73876431
87242431
08406418
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
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)))) (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
(-.f64 (+.f64 (*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(+.f64 (*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y))
#s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
(-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) x)
x
(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
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z))
(*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)
(-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (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
(/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(-.f64 x #s(literal 1 binary64))
x
(neg.f64 (log.f64 y))
(log.f64 y)
z
t
Outputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(-.f64 (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y)) t)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
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)))) (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
(-.f64 (+.f64 (*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (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 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y))) t)
(+.f64 (*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (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 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)))
(*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y))
#s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
(-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x))
#s(literal 1 binary64)
(/.f64 #s(literal 1 binary64) x)
x
(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
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z))
(*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)
(*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)
(-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z))
(-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (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
(/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
(/.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(-.f64 x #s(literal 1 binary64))
x
(neg.f64 (log.f64 y))
(log.f64 y)
z
t

localize239.0ms (1.8%)

Memory
42.4MiB live, 276.2MiB allocated
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
accuracy0.125
(fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy0.46962580585448366
(/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
accuracy8.63970917944174
(*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)
accuracy57.586567596834165
(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy0.02734375
(+.f64 (*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy0.08203125
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
accuracy0.11328125
(*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y))
accuracy57.586567596834165
(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy0.0078125
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
accuracy0.01171875
(-.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)
accuracy0.11328125
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
accuracy1.3136530848989445
#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)))))
accuracy0.0
(neg.f64 t)
accuracy40.01217946262244
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
accuracy0.00390625
(log.f64 y)
accuracy0.01171875
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
accuracy0.015625
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
accuracy0.11328125
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
Samples
142.0ms183×1valid
56.0ms52×2valid
6.0ms21×0valid
Compiler

Compiled 340 to 37 computations (89.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 157.0ms
ival-log: 70.0ms (44.6% of total)
ival-mult: 25.0ms (15.9% of total)
adjust: 23.0ms (14.7% of total)
ival-sub: 16.0ms (10.2% of total)
ival-add: 10.0ms (6.4% of total)
ival-div: 7.0ms (4.5% of total)
ival-neg: 4.0ms (2.6% 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)

series208.0ms (1.6%)

Memory
7.5MiB live, 240.4MiB allocated
Counts
25 → 156
Calls
Call 1
Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 z #s(literal 1 binary64))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 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)
(+.f64 (*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(-.f64 (+.f64 (*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y))
#s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z))
(*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(log.f64 y)
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
(/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
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))))
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(- (+ (* -1 (log y)) (* x (log y))) t)
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(+ (* -1 (/ (* x (log y)) z)) (+ (/ (log y) z) (/ (log (- 1 y)) z)))
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x
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(* -1 y)
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(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
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(+ (log -1) (* -1 (log (/ 1 y))))
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(+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y))))
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(+ (* -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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(+ (log -1) (+ (* -1 (log (/ 1 y))) (* (log (/ 1 y)) (- x 1))))
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(+ (log -1) (+ (* -1 (log (/ 1 y))) (+ (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)) (* (log (/ 1 y)) (- x 1)))))
(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (+ (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))) (* (log (/ 1 y)) (- x 1))))) (/ 1 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)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
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(* z (- (* -1 (log (/ -1 y))) (+ (* -1 (/ (log (/ -1 y)) z)) (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) z)))))
(+ (* -1 (/ (* z (- 1 (/ 1 z))) y)) (* z (- (* -1 (log (/ -1 y))) (+ (* -1 (/ (log (/ -1 y)) z)) (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) z))))))
(+ (* -1 (/ (+ (* -1 (/ (* z (- (* 1/2 (/ 1 z)) 1/2)) y)) (* z (- 1 (/ 1 z)))) y)) (* z (- (* -1 (log (/ -1 y))) (+ (* -1 (/ (log (/ -1 y)) z)) (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) z))))))
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(- (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)
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(- (+ (* -1 (/ (log (/ -1 y)) z)) (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) z))) (/ 1 (* y z)))
(+ (* -1 (/ (log (/ -1 y)) z)) (+ (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) z)) (* -1 (/ (+ (/ 1 z) (* 1/2 (/ 1 (* y z)))) 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)
(- z 1)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
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(+ y (* (log y) (- x 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(* -1 (+ (log (- 1 y)) (* -1 (* (log y) (- x 1)))))
(+ (* -1 (+ (log (- 1 y)) (* -1 (* (log y) (- x 1))))) (* z (log (- 1 y))))
y
(+ y (* -1 (* y z)))
(/ (+ (log (- 1 y)) (* -1 (* (log y) (- x 1)))) z)
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
z
(* z (- 1 (/ 1 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 (+ (log (- 1 y)) (* -1 (/ (+ (log (- 1 y)) (* -1 (* (log y) (- x 1)))) z))))
(* z (+ (* -1 y) (/ y z)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (- (/ 1 z) 1)))
(* -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 (log (- 1 y))) (+ (* -1 (/ (* (log y) (- x 1)) z)) (/ (log (- 1 y)) z)))))
(* -1 (* z (+ y (* -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)
(+ (* -1 t) (* (log y) (- x 1)))
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (/ (* (log y) (- x 1)) t) 1))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (* -1 (/ (* (log y) (- x 1)) t)))))
Calls

12 calls:

TimeVariablePointExpression
59.0ms
y
@inf
((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- 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)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (+ (* (- x 1) (neg (log y))) (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)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z)) z) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (log (- 1 y)) (* (- 1 (/ 1 x)) x) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z))
41.0ms
z
@0
((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- 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)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (+ (* (- x 1) (neg (log y))) (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)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z)) z) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (log (- 1 y)) (* (- 1 (/ 1 x)) x) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z))
29.0ms
z
@inf
((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- 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)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (+ (* (- x 1) (neg (log y))) (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)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z)) z) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (log (- 1 y)) (* (- 1 (/ 1 x)) x) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z))
22.0ms
z
@-inf
((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- 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)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (+ (* (- x 1) (neg (log y))) (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)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z)) z) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (log (- 1 y)) (* (- 1 (/ 1 x)) x) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z))
19.0ms
x
@0
((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (neg y) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg t) (- (+ (* (- 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)))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (- x 1) (+ (* (- x 1) (neg (log y))) (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)) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z)) z) (* (log y) (- x 1)) (- (* (log y) (- x 1)) t) (log y) (* (neg y) (- z 1)) (log (- 1 y)) (* (- 1 (/ 1 x)) x) (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z))

simplify263.0ms (2%)

Memory
-45.8MiB live, 249.1MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04582882
116092641
260292609
084392495
Stop Event
1×iter limit
1×node limit
Counts
156 → 153
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)))
(+ (log y) (log (- 1 y)))
(+ (log y) (+ (log (- 1 y)) (* -1 (* x (log y)))))
(* z (- (log (- 1 y)) (+ (/ (log y) z) (/ (log (- 1 y)) z))))
(+ (* x (log y)) (* z (- (log (- 1 y)) (+ (/ (log y) z) (/ (log (- 1 y)) z)))))
(- (* -1 (log y)) t)
(- (+ (* -1 (log y)) (* x (log y))) t)
(/ (+ (log y) (log (- 1 y))) z)
(+ (* -1 (/ (* x (log y)) z)) (+ (/ (log y) z) (/ (log (- 1 y)) z)))
(* 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))))
(* -1 (* x (log y)))
(* x (+ (* -1 (log y)) (+ (/ (log y) x) (/ (log (- 1 y)) x))))
(* x (+ (log y) (/ (* z (- (log (- 1 y)) (+ (/ (log y) z) (/ (log (- 1 y)) z)))) x)))
(* x (- (+ (log y) (* -1 (/ (log y) x))) (/ t x)))
(* -1 (/ (* x (log y)) z))
(* x (+ (* -1 (/ (log y) z)) (+ (/ (log y) (* x z)) (/ (log (- 1 y)) (* x z)))))
(* -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))))
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(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (- (log (- 1 y)) (+ (/ (log y) z) (/ (log (- 1 y)) z)))) x)))))
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Outputs
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(-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) t)
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rewrite277.0ms (2.1%)

Memory
38.4MiB live, 183.6MiB allocated
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
047342
079342
1326335
22501330
08114330
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
25 → 309
Calls
Call 1
Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 z #s(literal 1 binary64))
(log1p.f64 (neg.f64 y))
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#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)
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(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
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(/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)
Outputs
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(/.f64 (*.f64 (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -3 binary64))) x) (+.f64 (+.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -2 binary64))) (pow.f64 x #s(literal -1 binary64))))
(/.f64 (*.f64 x (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -2 binary64)))) (+.f64 (pow.f64 x #s(literal -1 binary64)) #s(literal 1 binary64)))
(/.f64 (*.f64 x (-.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -3 binary64)))) (+.f64 (+.f64 #s(literal 1 binary64) (pow.f64 x #s(literal -2 binary64))) (pow.f64 x #s(literal -1 binary64))))
(/.f64 (fma.f64 (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))) (neg.f64 z) (*.f64 (neg.f64 z) (neg.f64 (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))))) (*.f64 z z))
(/.f64 (fma.f64 (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))) z (*.f64 (neg.f64 z) (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64))))) (*.f64 (neg.f64 z) z))
(/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (neg.f64 z) (*.f64 z (neg.f64 (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))))) (*.f64 z (neg.f64 z)))
(/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z (*.f64 z (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64))))) (*.f64 z z))
(/.f64 (fma.f64 (neg.f64 (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))) (neg.f64 z) (*.f64 (neg.f64 z) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))))) (*.f64 z z))
(/.f64 (fma.f64 (neg.f64 (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64)))) z (*.f64 (neg.f64 z) (log.f64 (-.f64 #s(literal 1 binary64) y)))) (*.f64 (neg.f64 z) z))
(/.f64 (fma.f64 (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64))) (neg.f64 z) (*.f64 z (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))))) (*.f64 z (neg.f64 z)))
(/.f64 (-.f64 (pow.f64 (*.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) #s(literal 2 binary64)) (pow.f64 (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 2 binary64))) (/.f64 (log.f64 (/.f64 (pow.f64 y (neg.f64 (-.f64 x #s(literal 1 binary64)))) (-.f64 #s(literal 1 binary64) y))) z))
(/.f64 (+.f64 (pow.f64 (*.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) #s(literal 3 binary64)) (pow.f64 (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 3 binary64))) (+.f64 (pow.f64 (*.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) #s(literal 2 binary64)) (-.f64 (pow.f64 (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) #s(literal 2 binary64)) (*.f64 (*.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)))))
(/.f64 (neg.f64 (neg.f64 (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (-.f64 x #s(literal 1 binary64))))))) (neg.f64 (neg.f64 z)))
(/.f64 (fma.f64 (*.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64))) z (log.f64 (pow.f64 (-.f64 #s(literal 1 binary64) y) z))) (*.f64 z z))
(/.f64 (-.f64 (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 2 binary64))) (*.f64 (log.f64 (/.f64 (pow.f64 y (neg.f64 (-.f64 x #s(literal 1 binary64)))) (-.f64 #s(literal 1 binary64) y))) z))
(/.f64 (+.f64 (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 3 binary64)) (pow.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 3 binary64))) (*.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (neg.f64 (-.f64 x #s(literal 1 binary64)))))) (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64))) z))
(/.f64 (neg.f64 (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (-.f64 x #s(literal 1 binary64)))))) (neg.f64 z))
(/.f64 (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (-.f64 x #s(literal 1 binary64))))) z)
(neg.f64 (/.f64 (neg.f64 (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (-.f64 x #s(literal 1 binary64)))))) z))
(neg.f64 (/.f64 (log.f64 (/.f64 (-.f64 #s(literal 1 binary64) y) (pow.f64 y (-.f64 x #s(literal 1 binary64))))) (neg.f64 z)))
(fma.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (neg.f64 (log.f64 y)) z) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(+.f64 (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z) (*.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)))
(+.f64 (*.f64 (neg.f64 (log.f64 y)) (/.f64 (-.f64 x #s(literal 1 binary64)) z)) (/.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))

eval333.0ms (2.5%)

Memory
-38.2MiB live, 52.9MiB allocated
Compiler

Compiled 24 264 to 2 349 computations (90.3% saved)

prune25.0ms (0.2%)

Memory
31.5MiB live, 31.5MiB allocated
Pruning

23 alts after pruning (22 fresh and 1 done)

PrunedKeptTotal
New48518503
Fresh8412
Picked415
Done000
Total49723520
Accuracy
100.0%
Counts
520 → 23
Alt Table
Click to see full alt table
StatusAccuracyProgram
79.8%
(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))
70.2%
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 x #s(literal 1 binary64)))) t))
67.7%
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
89.5%
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)))
▶98.9%
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
▶98.8%
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
47.7%
(-.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)
98.5%
(-.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 y) z y)))) t)
98.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
98.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
59.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (fma.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (-.f64 #s(literal -1 binary64) x) (*.f64 (+.f64 #s(literal 1 binary64) z) (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x)) (log.f64 y)))) (*.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 #s(literal -1 binary64) x)))) t)
58.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(approx (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z) (*.f64 (neg.f64 x) (/.f64 (log.f64 y) z)))) z)) t)
69.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
▶87.5%
(-.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)
77.5%
(-.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)
85.3%
(-.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 #s(literal -1 binary64) y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)) z))) t)
▶93.7%
(-.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)
▶47.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
66.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
87.4%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
✓37.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
4.3%
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
33.4%
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
Compiler

Compiled 1 456 to 1 030 computations (29.3% saved)

simplify199.0ms (1.5%)

Memory
-29.7MiB live, 69.7MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
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-diff2
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
cost-diff0
(*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)
cost-diff0
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y))
cost-diff0
(-.f64 z #s(literal 1 binary64))
cost-diff0
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
cost-diff0
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
cost-diff0
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
cost-diff0
#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)))
cost-diff0
(-.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)
cost-diff0
(*.f64 (neg.f64 y) z)
cost-diff0
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z)))
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 (neg.f64 y) z))) t)
cost-diff0
(*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)
cost-diff0
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y))
cost-diff0
(-.f64 z #s(literal 1 binary64))
cost-diff0
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
057571
086562
1131562
2202562
3376562
4634562
51157562
61988562
73340562
85158554
96300554
08166540
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y))
(*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)
(-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64))
(*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y)
(-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64))
(*.f64 #s(literal -1/3 binary64) y)
#s(literal -1/3 binary64)
y
#s(literal 1/2 binary64)
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))
(*.f64 (neg.f64 y) z)
(neg.f64 y)
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)
#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)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
t
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y))
(*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)
(-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64))
(*.f64 #s(literal -1/2 binary64) y)
#s(literal -1/2 binary64)
y
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
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
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #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) t))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y))
(*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)
(-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64))
(*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y)
(-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64))
(*.f64 #s(literal -1/3 binary64) y)
#s(literal -1/3 binary64)
y
#s(literal 1/2 binary64)
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(-.f64 (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y)) t)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))
(*.f64 (neg.f64 y) z)
(neg.f64 y)
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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (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))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y)
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
t
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(fma.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y)) t))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y))
(*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)
(-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64))
(*.f64 #s(literal -1/2 binary64) y)
#s(literal -1/2 binary64)
y
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t)
(-.f64 (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y)) t)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
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 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (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)))) #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 (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))))
#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))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x))
(-.f64 (log.f64 y) (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x))
(log.f64 y)
y
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)
(/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x)
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
(fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
x
t

localize354.0ms (2.7%)

Memory
-4.0MiB live, 236.8MiB allocated
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
accuracy0.03515625
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
accuracy0.23046875
(/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)
accuracy1.3136530848989445
#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)))
accuracy3.519077334034672
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) x)
accuracy0.015625
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
accuracy0.03125
(*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)
accuracy0.11328125
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
accuracy1.2392416196867184
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y))
accuracy0.01171875
(-.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)
accuracy0.12109375
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
accuracy1.3136530848989445
#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)))
accuracy11.331832380306945
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
accuracy0.0
(neg.f64 y)
accuracy0.01171875
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
accuracy1.3136530848989445
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z)))
accuracy51.853408753954184
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))
accuracy0.02734375
(*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y)
accuracy0.11328125
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
accuracy0.31640625
(*.f64 #s(literal -1/3 binary64) y)
accuracy0.9952772216573424
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y))
Samples
188.0ms176×0valid
97.0ms80×1valid
Compiler

Compiled 372 to 45 computations (87.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 150.0ms
const: 59.0ms (39.3% of total)
ival-mult: 25.0ms (16.6% of total)
ival-log: 20.0ms (13.3% of total)
ival-add: 20.0ms (13.3% of total)
ival-sub: 12.0ms (8% of total)
adjust: 8.0ms (5.3% of total)
ival-div: 2.0ms (1.3% of total)
ival-log1p: 2.0ms (1.3% of total)
exact: 1.0ms (0.7% of total)
ival-neg: 1.0ms (0.7% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

series120.0ms (0.9%)

Memory
18.3MiB live, 162.0MiB allocated
Counts
25 → 134
Calls
Call 1
Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 z #s(literal 1 binary64))
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y))
(*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))
(*.f64 (neg.f64 y) z)
(-.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)
#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)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y))
(*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) 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 (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 #s(literal -1/3 binary64) y)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y)
(neg.f64 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))
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))))
(+ y (* -1 (log y)))
(+ y (+ (* -1 (log y)) (* x (log y))))
(* -1 (+ (log y) (* y (- z 1))))
(+ (* -1 (+ (log y) (* y (- z 1)))) (* x (log y)))
(* -1 (log y))
(+ (* -1 (log y)) (* 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 (+ (log y) (+ (* -1 (/ (log y) x)) (/ y x))))
(* x (+ (log y) (* -1 (/ (+ (log y) (* y (- z 1))) x))))
(* x (+ (log y) (* -1 (/ (log y) 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 (/ (+ y (* -1 (log y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ (log y) x) (/ (* y (- z 1)) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) 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)
(* -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) (- 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 z))
(+ y (* (log y) (- x 1)))
(* x (- (log y) (/ (log y) x)))
(+ (* x (* y (- (/ 1 x) (/ z x)))) (* x (- (log y) (/ (log y) x))))
(* -1/3 y)
(* -1/2 y)
(* y (- (* -1/3 y) 1/2))
(/ (log y) x)
(+ (* y (- (/ z x) (/ 1 x))) (/ (log y) x))
(log y)
(+ (log y) (* 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)
(+ (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))
(* -1/3 (pow y 3))
(* -1 (* (pow y 3) (+ 1/3 (* 1/2 (/ 1 y)))))
(* (pow y 3) (- (* -1 (/ (+ 1/2 (/ 1 y)) y)) 1/3))
(+ (* -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 (* y (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
y
(* y (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(* -1/2 (pow y 2))
(* -1 (* (pow y 2) (+ 1/2 (/ 1 y))))
(* x (* y (- (/ 1 x) (/ z x))))
(* y (+ (* x (- (/ 1 x) (/ z x))) (/ (* x (- (* -1 (log (/ 1 y))) (* -1 (/ (log (/ 1 y)) x)))) y)))
(* -1 (* (log (/ 1 y)) (- x 1)))
(* -1/3 (pow y 2))
(* -1 (* (pow y 2) (+ 1/3 (* 1/2 (/ 1 y)))))
(/ (* y (- z 1)) x)
(* y (- (+ (* -1 (/ (log (/ 1 y)) (* x y))) (/ z x)) (/ 1 x)))
(* y (- z 1))
(* y (- (+ z (* -1 (/ (log (/ 1 y)) y))) 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)))
(- (* -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 (* (pow y 3) (+ 1/3 (+ (* 1/2 (/ 1 y)) (/ 1 (pow y 2))))))
(+ (* -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) (* -1 (log (/ -1 y)))) (- x 1)) y)) 1)))
(* -1 (* y (- (+ z (* -1 (/ (* x (- (+ (log -1) (* -1 (log (/ -1 y)))) (+ (* -1 (/ (log (/ -1 y)) x)) (/ (log -1) x)))) y))) 1)))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* -1 (* y (+ (* -1 (/ (+ (* -1 (/ (log (/ -1 y)) x)) (/ (log -1) x)) y)) (* -1 (/ (- z 1) x)))))
(* -1 (* y (+ (* -1 (- z 1)) (* -1 (/ (+ (log -1) (* -1 (log (/ -1 y)))) y)))))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
-1
(- z 1)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x))))
(+ (* -1 (* y z)) (* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x)))))
(/ (+ (log y) (* -1 y)) x)
(+ (* -1 (/ y x)) (+ (/ (log y) x) (/ (* y z) x)))
(+ (log y) (* -1 y))
(+ (log y) (+ (* -1 y) (* y z)))
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
z
(* z (- 1 (/ 1 z)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (/ (* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x)))) z)))
(/ (* y z) x)
(* z (+ (* -1 (/ y (* x z))) (+ (/ y x) (/ (log y) (* x z)))))
(* y z)
(* z (+ y (+ (* -1 (/ y z)) (/ (log y) z))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (- (/ 1 z) 1)))
(* -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 (+ y (* -1 (/ (* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x)))) z)))))
(* -1 (* z (+ (* -1 (/ y x)) (* -1 (/ (+ (* -1 (/ y x)) (/ (log y) x)) z)))))
(* -1 (* z (+ (* -1 y) (* -1 (/ (+ (log y) (* -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
26.0ms
y
@-inf
((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (- (* (- (* -1/3 y) 1/2) y) 1) 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 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) (- x 1)) y) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (log (+ 1 (neg y))) (* (- (* -1/2 y) 1) y) (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) 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))) (* -1/3 y) (* (log y) (- x 1)) (* (- (* -1/3 y) 1/2) y) (neg y) (/ (+ (* (- z 1) y) (log y)) x) (+ (* (- z 1) y) (log y)))
17.0ms
z
@-inf
((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (- (* (- (* -1/3 y) 1/2) y) 1) 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 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) (- x 1)) y) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (log (+ 1 (neg y))) (* (- (* -1/2 y) 1) y) (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) 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))) (* -1/3 y) (* (log y) (- x 1)) (* (- (* -1/3 y) 1/2) y) (neg y) (/ (+ (* (- z 1) y) (log y)) x) (+ (* (- z 1) y) (log y)))
15.0ms
x
@-inf
((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (- (* (- (* -1/3 y) 1/2) y) 1) 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 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) (- x 1)) y) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (log (+ 1 (neg y))) (* (- (* -1/2 y) 1) y) (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) 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))) (* -1/3 y) (* (log y) (- x 1)) (* (- (* -1/3 y) 1/2) y) (neg y) (/ (+ (* (- z 1) y) (log y)) x) (+ (* (- z 1) y) (log y)))
11.0ms
x
@inf
((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (- (* (- (* -1/3 y) 1/2) y) 1) 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 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) (- x 1)) y) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (log (+ 1 (neg y))) (* (- (* -1/2 y) 1) y) (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) 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))) (* -1/3 y) (* (log y) (- x 1)) (* (- (* -1/3 y) 1/2) y) (neg y) (/ (+ (* (- z 1) y) (log y)) x) (+ (* (- z 1) y) (log y)))
11.0ms
y
@inf
((+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (- (* (- (* -1/3 y) 1/2) y) 1) 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 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) (- x 1)) y) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (log (+ 1 (neg y))) (* (- (* -1/2 y) 1) y) (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) 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))) (* -1/3 y) (* (log y) (- x 1)) (* (- (* -1/3 y) 1/2) y) (neg y) (/ (+ (* (- z 1) y) (log y)) x) (+ (* (- z 1) y) (log y)))

simplify206.0ms (1.6%)

Memory
-8.9MiB live, 121.3MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03942041
113891875
251671850
082631768
Stop Event
1×iter limit
1×node limit
Counts
134 → 132
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))))
(+ y (* -1 (log y)))
(+ y (+ (* -1 (log y)) (* x (log y))))
(* -1 (+ (log y) (* y (- z 1))))
(+ (* -1 (+ (log y) (* y (- z 1)))) (* x (log y)))
(* -1 (log y))
(+ (* -1 (log y)) (* 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 (+ (log y) (+ (* -1 (/ (log y) x)) (/ y x))))
(* x (+ (log y) (* -1 (/ (+ (log y) (* y (- z 1))) x))))
(* x (+ (log y) (* -1 (/ (log y) 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 (/ (+ y (* -1 (log y))) x)))))
(* -1 (* x (+ (* -1 (log y)) (+ (/ (log y) x) (/ (* y (- z 1)) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) 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)
(* -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) (- 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 z))
(+ y (* (log y) (- x 1)))
(* x (- (log y) (/ (log y) x)))
(+ (* x (* y (- (/ 1 x) (/ z x)))) (* x (- (log y) (/ (log y) x))))
(* -1/3 y)
(* -1/2 y)
(* y (- (* -1/3 y) 1/2))
(/ (log y) x)
(+ (* y (- (/ z x) (/ 1 x))) (/ (log y) x))
(log y)
(+ (log y) (* 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)
(+ (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))
(* -1/3 (pow y 3))
(* -1 (* (pow y 3) (+ 1/3 (* 1/2 (/ 1 y)))))
(* (pow y 3) (- (* -1 (/ (+ 1/2 (/ 1 y)) y)) 1/3))
(+ (* -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 (* y (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
y
(* y (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(* -1/2 (pow y 2))
(* -1 (* (pow y 2) (+ 1/2 (/ 1 y))))
(* x (* y (- (/ 1 x) (/ z x))))
(* y (+ (* x (- (/ 1 x) (/ z x))) (/ (* x (- (* -1 (log (/ 1 y))) (* -1 (/ (log (/ 1 y)) x)))) y)))
(* -1 (* (log (/ 1 y)) (- x 1)))
(* -1/3 (pow y 2))
(* -1 (* (pow y 2) (+ 1/3 (* 1/2 (/ 1 y)))))
(/ (* y (- z 1)) x)
(* y (- (+ (* -1 (/ (log (/ 1 y)) (* x y))) (/ z x)) (/ 1 x)))
(* y (- z 1))
(* y (- (+ z (* -1 (/ (log (/ 1 y)) y))) 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)))
(- (* -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 (* (pow y 3) (+ 1/3 (+ (* 1/2 (/ 1 y)) (/ 1 (pow y 2))))))
(+ (* -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) (* -1 (log (/ -1 y)))) (- x 1)) y)) 1)))
(* -1 (* y (- (+ z (* -1 (/ (* x (- (+ (log -1) (* -1 (log (/ -1 y)))) (+ (* -1 (/ (log (/ -1 y)) x)) (/ (log -1) x)))) y))) 1)))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* -1 (* y (+ (* -1 (/ (+ (* -1 (/ (log (/ -1 y)) x)) (/ (log -1) x)) y)) (* -1 (/ (- z 1) x)))))
(* -1 (* y (+ (* -1 (- z 1)) (* -1 (/ (+ (log -1) (* -1 (log (/ -1 y)))) y)))))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
-1
(- z 1)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x))))
(+ (* -1 (* y z)) (* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x)))))
(/ (+ (log y) (* -1 y)) x)
(+ (* -1 (/ y x)) (+ (/ (log y) x) (/ (* y z) x)))
(+ (log y) (* -1 y))
(+ (log y) (+ (* -1 y) (* y z)))
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
z
(* z (- 1 (/ 1 z)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (/ (* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x)))) z)))
(/ (* y z) x)
(* z (+ (* -1 (/ y (* x z))) (+ (/ y x) (/ (log y) (* x z)))))
(* y z)
(* z (+ y (+ (* -1 (/ y z)) (/ (log y) z))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (- (/ 1 z) 1)))
(* -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 (+ y (* -1 (/ (* x (- (log y) (+ (* -1 (/ y x)) (/ (log y) x)))) z)))))
(* -1 (* z (+ (* -1 (/ y x)) (* -1 (/ (+ (* -1 (/ y x)) (/ (log y) x)) z)))))
(* -1 (* z (+ (* -1 y) (* -1 (/ (+ (log y) (* -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)))))
Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (-.f64 (neg.f64 (log.f64 y)) t))
(- (+ (* -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 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)))) t)
(+ (* -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)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) 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))))
(+ y (* -1 (log y)))
(-.f64 y (log.f64 y))
(+ y (+ (* -1 (log y)) (* x (log y))))
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(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
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(* -1 (* y (+ (* -1 (/ (+ (* -1 (/ (log (/ -1 y)) x)) (/ (log -1) x)) y)) (* -1 (/ (- z 1) x)))))
(*.f64 y (+.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) x) (/.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (*.f64 x y))))
(* -1 (* y (+ (* -1 (- z 1)) (* -1 (/ (+ (log -1) (* -1 (log (/ -1 y)))) y)))))
(*.f64 y (+.f64 (/.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) y) (-.f64 z #s(literal 1 binary64))))
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(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (+.f64 #s(literal -1 binary64) z) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
-1
#s(literal -1 binary64)
(- z 1)
(-.f64 z #s(literal 1 binary64))
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(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
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(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
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(/ (+ (log y) (* -1 y)) x)
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(*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z)
(* 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
(* z (- 1 (/ 1 z)))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) z)) z)
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(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
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(*.f64 (fma.f64 (/.f64 (-.f64 (log.f64 y) (/.f64 (-.f64 (log.f64 y) y) x)) z) x (neg.f64 y)) z)
(/ (* y z) x)
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(* z (+ (* -1 (/ y (* x z))) (+ (/ y x) (/ (log y) (* x z)))))
(*.f64 (+.f64 (/.f64 (/.f64 (-.f64 (log.f64 y) y) z) x) (/.f64 y x)) z)
(* y z)
(*.f64 y z)
(* z (+ y (+ (* -1 (/ y z)) (/ (log y) z))))
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(* -1 (* z (- (/ 1 z) 1)))
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(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(*.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(literal 1 binary64) (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)))) z)) z)
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(* -1 (* z (+ (* -1 (/ y x)) (* -1 (/ (+ (* -1 (/ y x)) (/ (log y) x)) z)))))
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(* -1 (* z (+ (* -1 y) (* -1 (/ (+ (log y) (* -1 y)) z)))))
(*.f64 (+.f64 (/.f64 (-.f64 (log.f64 y) y) z) y) z)
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(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
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(* -1 t)
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rewrite272.0ms (2.1%)

Memory
20.8MiB live, 202.3MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
057467
086458
1351452
22584452
08287444
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
25 → 301
Calls
Call 1
Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 z #s(literal 1 binary64))
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y))
(*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))
(*.f64 (neg.f64 y) z)
(-.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)
#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)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
#s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y))
(*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)
(*.f64 (-.f64 (log.f64 y) (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x)) 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 (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 #s(literal -1/3 binary64) y)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y)
(neg.f64 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))
Outputs
(/.f64 (neg.f64 (-.f64 (pow.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 z #s(literal 1 binary64)))) #s(literal 2 binary64)) (*.f64 t t))) (neg.f64 (+.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 z #s(literal 1 binary64)))) t)))
(/.f64 (neg.f64 (-.f64 (pow.f64 (-.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) #s(literal 2 binary64)) (pow.f64 (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))) (neg.f64 (-.f64 (-.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) t) (*.f64 #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 z #s(literal 1 binary64))))))
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(/.f64 (*.f64 (log.f64 y) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64))) (fma.f64 x x (+.f64 x #s(literal 1 binary64))))
(-.f64 (*.f64 x (log.f64 y)) (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 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64))
(*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y)
(*.f64 y (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) #s(literal 1 binary64)))
(*.f64 y (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)))
(*.f64 #s(literal 1 binary64) (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y))
(/.f64 (neg.f64 (*.f64 (-.f64 (*.f64 #s(literal 1/9 binary64) (*.f64 y y)) #s(literal 1/4 binary64)) y)) (neg.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal 1/2 binary64))))
(/.f64 (neg.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/27 binary64) (pow.f64 y #s(literal 3 binary64))) #s(literal 1/8 binary64)) y)) (neg.f64 (fma.f64 #s(literal 1/9 binary64) (*.f64 y y) (fma.f64 y #s(literal -1/6 binary64) #s(literal 1/4 binary64)))))
(/.f64 (neg.f64 (*.f64 y (-.f64 (*.f64 #s(literal 1/9 binary64) (*.f64 y y)) #s(literal 1/4 binary64)))) (neg.f64 (fma.f64 #s(literal -1/3 binary64) y #s(literal 1/2 binary64))))
(/.f64 (neg.f64 (*.f64 y (-.f64 (*.f64 #s(literal -1/27 binary64) (pow.f64 y #s(literal 3 binary64))) #s(literal 1/8 binary64)))) (neg.f64 (fma.f64 #s(literal 1/9 binary64) (*.f64 y y) (fma.f64 y #s(literal -1/6 binary64) #s(literal 1/4 binary64)))))
(/.f64 (*.f64 (-.f64 (*.f64 #s(literal 1/9 binary64) (*.f64 y y)) #s(literal 1/4 binary64)) y) (fma.f64 #s(literal -1/3 binary64) y #s(literal 1/2 binary64)))
(/.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/27 binary64) (pow.f64 y #s(literal 3 binary64))) #s(literal 1/8 binary64)) y) (fma.f64 #s(literal 1/9 binary64) (*.f64 y y) (fma.f64 y #s(literal -1/6 binary64) #s(literal 1/4 binary64))))
(/.f64 (*.f64 y (-.f64 (*.f64 #s(literal 1/9 binary64) (*.f64 y y)) #s(literal 1/4 binary64))) (fma.f64 #s(literal -1/3 binary64) y #s(literal 1/2 binary64)))
(/.f64 (*.f64 y (-.f64 (*.f64 #s(literal -1/27 binary64) (pow.f64 y #s(literal 3 binary64))) #s(literal 1/8 binary64))) (fma.f64 #s(literal 1/9 binary64) (*.f64 y y) (fma.f64 y #s(literal -1/6 binary64) #s(literal 1/4 binary64))))
(*.f64 (neg.f64 y) #s(literal 1 binary64))
(*.f64 #s(literal 1 binary64) (neg.f64 y))
(neg.f64 y)
(/.f64 (neg.f64 (-.f64 (pow.f64 (/.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x) #s(literal 2 binary64)) (pow.f64 (/.f64 (log.f64 y) x) #s(literal 2 binary64)))) (neg.f64 (/.f64 (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y)) x)))
(/.f64 (neg.f64 (+.f64 (pow.f64 (/.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x) #s(literal 3 binary64)) (pow.f64 (/.f64 (log.f64 y) x) #s(literal 3 binary64)))) (neg.f64 (+.f64 (pow.f64 (/.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x) #s(literal 2 binary64)) (-.f64 (pow.f64 (/.f64 (log.f64 y) x) #s(literal 2 binary64)) (*.f64 (/.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x) (/.f64 (log.f64 y) x))))))
(/.f64 (neg.f64 (neg.f64 (neg.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y))))) (neg.f64 (neg.f64 (neg.f64 x))))
(/.f64 (neg.f64 (fma.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x (*.f64 x (log.f64 y)))) (neg.f64 (*.f64 x x)))
(/.f64 (fma.f64 (neg.f64 (log.f64 y)) x (*.f64 (neg.f64 x) (*.f64 y (-.f64 z #s(literal 1 binary64))))) (*.f64 (neg.f64 x) x))
(/.f64 (fma.f64 (neg.f64 (log.f64 y)) (neg.f64 x) (*.f64 (neg.f64 x) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) (*.f64 x x))
(/.f64 (fma.f64 (log.f64 y) x (*.f64 x (*.f64 y (-.f64 z #s(literal 1 binary64))))) (*.f64 x x))
(/.f64 (fma.f64 (log.f64 y) (neg.f64 x) (*.f64 x (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) (*.f64 x (neg.f64 x)))
(/.f64 (fma.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (neg.f64 x) (*.f64 x (neg.f64 (log.f64 y)))) (*.f64 x (neg.f64 x)))
(/.f64 (fma.f64 (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) (neg.f64 x) (*.f64 (neg.f64 x) (neg.f64 (log.f64 y)))) (*.f64 x x))
(/.f64 (fma.f64 (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))) x (*.f64 (neg.f64 x) (log.f64 y))) (*.f64 (neg.f64 x) x))
(/.f64 (-.f64 (pow.f64 (/.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x) #s(literal 2 binary64)) (pow.f64 (/.f64 (log.f64 y) x) #s(literal 2 binary64))) (/.f64 (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y)) x))
(/.f64 (+.f64 (pow.f64 (/.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x) #s(literal 3 binary64)) (pow.f64 (/.f64 (log.f64 y) x) #s(literal 3 binary64))) (+.f64 (pow.f64 (/.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x) #s(literal 2 binary64)) (-.f64 (pow.f64 (/.f64 (log.f64 y) x) #s(literal 2 binary64)) (*.f64 (/.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x) (/.f64 (log.f64 y) x)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (neg.f64 (*.f64 (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y)) x)))
(/.f64 (neg.f64 (+.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)))) (neg.f64 (*.f64 (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) x)))
(/.f64 (neg.f64 (neg.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)))) (neg.f64 (neg.f64 x)))
(/.f64 (fma.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x (*.f64 x (log.f64 y))) (*.f64 x x))
(/.f64 (-.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (*.f64 (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y)) x))
(/.f64 (+.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64))) (*.f64 (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) x))
(/.f64 (neg.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y))) (neg.f64 x))
(/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x)
(neg.f64 (/.f64 (neg.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y))) x))
(neg.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) (neg.f64 x)))
(fma.f64 y (/.f64 (-.f64 z #s(literal 1 binary64)) x) (/.f64 (log.f64 y) x))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (/.f64 y x) (/.f64 (log.f64 y) x))
(+.f64 (/.f64 (log.f64 y) x) (/.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x))
(+.f64 (/.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) x) (/.f64 (log.f64 y) x))
(/.f64 (neg.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))) (neg.f64 (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64))))))
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))))) (neg.f64 (neg.f64 (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y)))))
(/.f64 (neg.f64 (neg.f64 (+.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64))))) (neg.f64 (neg.f64 (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))))))
(/.f64 (-.f64 (*.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y))) (*.f64 (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (*.f64 (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y)) (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y))))
(/.f64 (fma.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (*.f64 (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (pow.f64 (log.f64 y) #s(literal 3 binary64)))) (*.f64 (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))))
(/.f64 (neg.f64 (-.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))) (neg.f64 (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (log.f64 y) (log.f64 y) (-.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y))))))
(/.f64 (neg.f64 (+.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)))) (neg.f64 (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))))
(/.f64 (-.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (pow.f64 (log.f64 y) #s(literal 2 binary64))) (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y)))
(/.f64 (+.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64))) (fma.f64 (log.f64 y) (log.f64 y) (-.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y)))))
(/.f64 (+.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64))) (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64))))
(fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))
(-.f64 (/.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y))) (/.f64 (pow.f64 (log.f64 y) #s(literal 2 binary64)) (-.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y))))
(-.f64 (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(+.f64 (/.f64 (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 3 binary64)) (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))) (/.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (fma.f64 (log.f64 y) (-.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64)))) (pow.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)))))
(+.f64 (*.f64 y (-.f64 z #s(literal 1 binary64))) (log.f64 y))
(+.f64 (log.f64 y) (*.f64 y (-.f64 z #s(literal 1 binary64))))

eval98.0ms (0.7%)

Memory
30.3MiB live, 130.3MiB allocated
Compiler

Compiled 27 977 to 2 115 computations (92.4% saved)

prune30.0ms (0.2%)

Memory
-15.2MiB live, 75.5MiB allocated
Pruning

27 alts after pruning (25 fresh and 2 done)

PrunedKeptTotal
New45613469
Fresh51217
Picked415
Done011
Total46527492
Accuracy
100.0%
Counts
492 → 27
Alt Table
Click to see full alt table
StatusAccuracyProgram
79.8%
(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))
67.7%
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
▶89.5%
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)))
66.8%
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))) t))
69.4%
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 x #s(literal 1 binary64)))) t))
79.0%
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (/.f64 (*.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (log.f64 y)) (+.f64 x #s(literal 1 binary64))) t))
66.7%
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))) t))
47.7%
(-.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)
98.5%
(-.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 y) z y)))) t)
▶98.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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))))) t)
98.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
58.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(approx (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z) (*.f64 (neg.f64 x) (/.f64 (log.f64 y) z)))) z)) t)
69.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
54.8%
(-.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 3 binary64)) (pow.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) #s(literal 3 binary64))) x) (fma.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) (+.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) (log.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) t)
63.9%
(-.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 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) #s(literal 2 binary64))) x) (+.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) (log.f64 y))))) t)
▶85.3%
(-.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 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
75.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 y z)) x)) x))) t)
▶47.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
✓47.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
66.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
55.4%
(-.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) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
66.6%
(-.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) (- x 1)) y) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) #s(literal 1 binary64)) y)))) t)
36.7%
(-.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 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
▶87.4%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
✓37.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
4.3%
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
33.4%
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
Compiler

Compiled 1 924 to 1 282 computations (33.4% saved)

simplify176.0ms (1.3%)

Memory
-6.2MiB live, 280.1MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
cost-diff0
(log1p.f64 (neg.f64 y))
cost-diff0
(-.f64 z #s(literal 1 binary64))
cost-diff0
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)))
cost-diff3
(*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)
cost-diff0
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
cost-diff0
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))
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 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
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 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
cost-diff0
(log.f64 y)
cost-diff0
(+.f64 #s(literal -1 binary64) x)
cost-diff0
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t))
cost-diff0
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
cost-diff0
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
cost-diff0
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
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 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
cost-diff0
(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
cost-diff0
(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))))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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)))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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))))) t)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
054525
084516
1140516
2267516
3628516
41579503
53948503
66619503
08183496
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 (-.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))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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)))))
(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))))
(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(-.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)
y
#s(literal -1 binary64)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(neg.f64 y)
y
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(neg.f64 t)
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 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
(-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y)
(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
z
t
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
#s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t))
(*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)
(fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))
(/.f64 (-.f64 x #s(literal 1 binary64)) t)
(-.f64 x #s(literal 1 binary64))
x
t
(log.f64 y)
#s(literal -1 binary64)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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))))) 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)) y) (-.f64 z #s(literal 1 binary64)) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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)))))
#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)) y) (-.f64 z #s(literal 1 binary64)) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))))
(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))))
(fma.f64 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64)) (*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (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)) (-.f64 z #s(literal 1 binary64)))
(-.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)
y
#s(literal -1 binary64)
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))
(log.f64 y)
(-.f64 x #s(literal 1 binary64))
x
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
(neg.f64 y)
y
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t))
(+.f64 #s(literal -1 binary64) x)
#s(literal -1 binary64)
x
(log.f64 y)
y
(neg.f64 t)
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 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) 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))) (*.f64 (-.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y) z) y) z))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y) z) y) z)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y) z) y) z))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
(*.f64 (-.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y) z) y) z)
(-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y)
(-.f64 (/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y) z) y)
(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)
(/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y) z)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y)
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
z
t
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t))))
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
#s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t))
#s(approx (- (* (log y) (- x 1)) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
(*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t))
(fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))
(/.f64 (-.f64 x #s(literal 1 binary64)) t)
(-.f64 x #s(literal 1 binary64))
x
t
(log.f64 y)
#s(literal -1 binary64)

localize180.0ms (1.4%)

Memory
20.7MiB live, 251.5MiB allocated
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
accuracy0.0078125
(/.f64 (-.f64 x #s(literal 1 binary64)) t)
accuracy0.015625
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)))
accuracy0.17416000976844204
(fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))
accuracy6.730515937451775
(*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)
accuracy0.12109375
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
accuracy0.47353205585448366
(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)
accuracy1.3136530848989445
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
accuracy8.63970917944174
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
accuracy0.0
(neg.f64 t)
accuracy0.00390625
(log.f64 y)
accuracy0.09765625
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t))
accuracy8.001734028341792
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
accuracy0.0078125
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
accuracy0.01171875
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
accuracy1.3136530848989445
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
accuracy51.36280863688775
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
accuracy0.015625
(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
accuracy0.0390625
(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))))
accuracy0.11328125
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
accuracy0.9106978925465321
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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)))))
Samples
84.0ms80×1valid
62.0ms175×0valid
1.0ms1×2valid
Compiler

Compiled 357 to 43 computations (88% saved)

Precisions
Click to see histograms. Total time spent on operations: 105.0ms
ival-add: 32.0ms (30.4% of total)
ival-log: 24.0ms (22.8% of total)
ival-mult: 23.0ms (21.8% of total)
ival-sub: 9.0ms (8.5% of total)
adjust: 8.0ms (7.6% of total)
ival-div: 5.0ms (4.7% of total)
ival-log1p: 2.0ms (1.9% of total)
ival-neg: 2.0ms (1.9% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series149.0ms (1.1%)

Memory
20.5MiB live, 210.8MiB allocated
Counts
26 → 173
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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)))))
(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))))
(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t))
(+.f64 #s(literal -1 binary64) 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))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
(*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)))
(-.f64 z #s(literal 1 binary64))
(log1p.f64 (neg.f64 y))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(neg.f64 t)
(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))
(/.f64 (-.f64 x #s(literal 1 binary64)) t)
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 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(- (* -1 (log y)) t)
(- (+ (* -1 (log y)) (* x (log y))) t)
-1
(- x 1)
(* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y))
(+ (* x (log y)) (* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y)))
(* t (- (* -1 (/ (log y) t)) 1))
(+ (* t (- (* -1 (/ (log y) t)) 1)) (* x (log y)))
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
(/ (+ y (* -1 (log y))) z)
(+ (* -1 (/ (log y) z)) (+ (/ y z) (/ (* x (log y)) z)))
(+ y (* -1 (log y)))
(+ y (+ (* -1 (log y)) (* x (log y))))
(- (* -1 (/ (log y) t)) 1)
(- (+ (* -1 (/ (log y) t)) (/ (* x (log y)) t)) 1)
(/ -1 t)
(- (/ x t) (/ 1 t))
(* 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 (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(* x (- (+ (log y) (* -1 (/ (log y) x))) (/ t x)))
x
(* x (- 1 (/ 1 x)))
(* x (+ (log y) (/ (* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y)) x)))
(* x (+ (log y) (/ (* t (- (* -1 (/ (log y) t)) 1)) x)))
(* x (+ (log y) (* -1 (/ (log y) x))))
(/ (* x (log y)) z)
(* x (+ (* -1 (/ (log y) (* x z))) (+ (/ y (* x z)) (/ (log y) z))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ y x))))
(/ (* x (log y)) t)
(* x (- (+ (* -1 (/ (log y) (* t x))) (/ (log y) t)) (/ 1 x)))
(/ x t)
(* x (- (/ 1 t) (/ 1 (* t 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 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 (log y)) t) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y)) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* t (- (* -1 (/ (log y) t)) 1)) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (/ (log y) z)) (* -1 (/ (+ (* -1 (/ (log y) z)) (/ y z)) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ y (* -1 (log y))) x)))))
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (- (* -1 (/ (log y) t)) 1) x)))))
(* -1 (* x (- (/ 1 (* t x)) (/ 1 t))))
(- (* (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 (- z 1))
(+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))
(* -1 (* y (- z 1)))
(log y)
(+ (* y (* z (- (/ 1 z) 1))) (* (log y) (- x 1)))
(* t (- (/ (* (log y) (- x 1)) t) 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))
(/ (* (log y) (- x 1)) z)
(+ (/ y z) (/ (* (log y) (- x 1)) z))
(+ y (* (log y) (- x 1)))
(- (/ (* (log y) (- x 1)) t) 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))))))
(* -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)))))
(* -1/2 (* y (- z 1)))
(* y (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(- (* -1 (* (log (/ 1 y)) (- x 1))) t)
(* -1 (log (/ 1 y)))
(* y (* z (- (/ 1 z) 1)))
(* y (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) y)) (* z (- (/ 1 z) 1))))
(* t (- (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) 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))
(* -1 (* (log (/ 1 y)) (- x 1)))
(/ y z)
(* y (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) (* y z))) (/ 1 z)))
y
(* y (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(- (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) 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))))
(* (pow y 2) (+ (* -1 (/ (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1) y)) (* -1/2 (- z 1))))
(* -1 (* y (- (+ (* 1/2 (- z 1)) (/ z y)) (/ 1 y))))
(* -1 (* y (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1)))
(- (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)
(+ (log -1) (* -1 (log (/ -1 y))))
(* -1 (* y (* z (- 1 (/ 1 z)))))
(* -1 (* y (+ (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y)) (* z (- 1 (/ 1 z))))))
(* t (- (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t) 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)))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* -1 (* y (- (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* y z))) (/ 1 z))))
(* -1 (* y (- (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y)) 1)))
(- (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t) 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))))
(+ (* -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))))
(* -1 (- (* -1/2 y) 1))
(+ (* -1 (- (* -1/2 y) 1)) (* z (- (* -1/2 y) 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(+ y (* -1 (* y z)))
(- z 1)
(/ (+ y (* (log y) (- x 1))) z)
(* 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))))
(* 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 (- (* -1/2 y) 1))
(* z (- (+ (* -1 (/ (- (* -1/2 y) 1) z)) (* -1/2 y)) 1))
(* -1 (* y z))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (/ y z)))
z
(* z (- 1 (/ 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))) (* -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 (- (+ (* -1 (- (* -1/2 y) 1)) (* -1/2 (/ y z))) (/ 1 z))))
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (+ y (* -1 (/ y z)))))
(* -1 (* z (- (/ 1 z) 1)))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (* (log y) (- x 1)))
(* -1 t)
(/ (* (log y) (- x 1)) t)
(/ (+ (* -1 t) (* (log y) (- x 1))) t)
(/ (- x 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)))))
(* -1 (* t (+ 1 (* -1 (/ (* (log y) (- x 1)) t)))))
Calls

12 calls:

TimeVariablePointExpression
34.0ms
y
@inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- 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 y) (- z 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (+ -1 x) (log y)) (neg t)) (+ -1 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))) (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (* (+ (* (/ (- x 1) t) (log y)) -1) t) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (log y) (- x 1)) (neg t) (/ (+ (* (log y) (- x 1)) y) z) (+ (* (log y) (- x 1)) y) (+ (* (/ (- x 1) t) (log y)) -1) (/ (- x 1) t))
29.0ms
x
@inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- 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 y) (- z 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (+ -1 x) (log y)) (neg t)) (+ -1 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))) (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (* (+ (* (/ (- x 1) t) (log y)) -1) t) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (log y) (- x 1)) (neg t) (/ (+ (* (log y) (- x 1)) y) z) (+ (* (log y) (- x 1)) y) (+ (* (/ (- x 1) t) (log y)) -1) (/ (- x 1) t))
15.0ms
z
@-inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- 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 y) (- z 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (+ -1 x) (log y)) (neg t)) (+ -1 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))) (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (* (+ (* (/ (- x 1) t) (log y)) -1) t) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (log y) (- x 1)) (neg t) (/ (+ (* (log y) (- x 1)) y) z) (+ (* (log y) (- x 1)) y) (+ (* (/ (- x 1) t) (log y)) -1) (/ (- x 1) t))
12.0ms
z
@0
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- 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 y) (- z 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (+ -1 x) (log y)) (neg t)) (+ -1 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))) (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (* (+ (* (/ (- x 1) t) (log y)) -1) t) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (log y) (- x 1)) (neg t) (/ (+ (* (log y) (- x 1)) y) z) (+ (* (log y) (- x 1)) y) (+ (* (/ (- x 1) t) (log y)) -1) (/ (- x 1) t))
12.0ms
z
@inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (* (- z 1) (+ (* -1/2 y) -1)) (- (+ (* (- 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 y) (- z 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (+ -1 x) (log y)) (neg t)) (+ -1 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))) (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (* (+ (* (/ (- x 1) t) (log y)) -1) t) (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (- z 1) (log (+ 1 (neg y))) (* (log y) (- x 1)) (neg t) (/ (+ (* (log y) (- x 1)) y) z) (+ (* (log y) (- x 1)) y) (+ (* (/ (- x 1) t) (log y)) -1) (/ (- x 1) t))

simplify242.0ms (1.8%)

Memory
-29.9MiB live, 220.2MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04522566
115652383
258172356
082582261
Stop Event
1×iter limit
1×node limit
Counts
173 → 170
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 (log y)) (* -1 (* y (- z 1))))
(+ (* -1 (log y)) (+ (* -1 (* y (- z 1))) (* x (log y))))
(- (* -1 (log y)) t)
(- (+ (* -1 (log y)) (* x (log y))) t)
-1
(- x 1)
(* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y))
(+ (* x (log y)) (* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y)))
(* t (- (* -1 (/ (log y) t)) 1))
(+ (* t (- (* -1 (/ (log y) t)) 1)) (* x (log y)))
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
(/ (+ y (* -1 (log y))) z)
(+ (* -1 (/ (log y) z)) (+ (/ y z) (/ (* x (log y)) z)))
(+ y (* -1 (log y)))
(+ y (+ (* -1 (log y)) (* x (log y))))
(- (* -1 (/ (log y) t)) 1)
(- (+ (* -1 (/ (log y) t)) (/ (* x (log y)) t)) 1)
(/ -1 t)
(- (/ x t) (/ 1 t))
(* 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 (+ (log y) (+ (* -1 (/ (log y) x)) (* -1 (/ (* y (- z 1)) x)))))
(* x (- (+ (log y) (* -1 (/ (log y) x))) (/ t x)))
x
(* x (- 1 (/ 1 x)))
(* x (+ (log y) (/ (* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y)) x)))
(* x (+ (log y) (/ (* t (- (* -1 (/ (log y) t)) 1)) x)))
(* x (+ (log y) (* -1 (/ (log y) x))))
(/ (* x (log y)) z)
(* x (+ (* -1 (/ (log y) (* x z))) (+ (/ y (* x z)) (/ (log y) z))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ y x))))
(/ (* x (log y)) t)
(* x (- (+ (* -1 (/ (log y) (* t x))) (/ (log y) t)) (/ 1 x)))
(/ x t)
(* x (- (/ 1 t) (/ 1 (* t 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 (log y)) (* -1 (/ (+ (* -1 (log y)) (* -1 (* y (- z 1)))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 (log y)) t) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y)) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* t (- (* -1 (/ (log y) t)) 1)) x)))))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (/ (log y) z)) (* -1 (/ (+ (* -1 (/ (log y) z)) (/ y z)) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ y (* -1 (log y))) x)))))
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (- (* -1 (/ (log y) t)) 1) x)))))
(* -1 (* x (- (/ 1 (* t x)) (/ 1 t))))
(- (* (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 (- z 1))
(+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))
(* -1 (* y (- z 1)))
(log y)
(+ (* y (* z (- (/ 1 z) 1))) (* (log y) (- x 1)))
(* t (- (/ (* (log y) (- x 1)) t) 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))
(/ (* (log y) (- x 1)) z)
(+ (/ y z) (/ (* (log y) (- x 1)) z))
(+ y (* (log y) (- x 1)))
(- (/ (* (log y) (- x 1)) t) 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))))))
(* -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)))))
(* -1/2 (* y (- z 1)))
(* y (+ (* -1 (/ (- z 1) y)) (* -1/2 (- z 1))))
(* y (+ (* -1 (- z 1)) (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(- (* -1 (* (log (/ 1 y)) (- x 1))) t)
(* -1 (log (/ 1 y)))
(* y (* z (- (/ 1 z) 1)))
(* y (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) y)) (* z (- (/ 1 z) 1))))
(* t (- (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) 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))
(* -1 (* (log (/ 1 y)) (- x 1)))
(/ y z)
(* y (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) (* y z))) (/ 1 z)))
y
(* y (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))))
(- (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) 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))))
(* (pow y 2) (+ (* -1 (/ (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1) y)) (* -1/2 (- z 1))))
(* -1 (* y (- (+ (* 1/2 (- z 1)) (/ z y)) (/ 1 y))))
(* -1 (* y (- (+ z (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y))) 1)))
(- (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)
(+ (log -1) (* -1 (log (/ -1 y))))
(* -1 (* y (* z (- 1 (/ 1 z)))))
(* -1 (* y (+ (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y)) (* z (- 1 (/ 1 z))))))
(* t (- (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t) 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)))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* -1 (* y (- (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) (* y z))) (/ 1 z))))
(* -1 (* y (- (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y)) 1)))
(- (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t) 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))))
(+ (* -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))))
(* -1 (- (* -1/2 y) 1))
(+ (* -1 (- (* -1/2 y) 1)) (* z (- (* -1/2 y) 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(+ y (* -1 (* y z)))
(- z 1)
(/ (+ y (* (log y) (- x 1))) z)
(* 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))))
(* 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 (- (* -1/2 y) 1))
(* z (- (+ (* -1 (/ (- (* -1/2 y) 1) z)) (* -1/2 y)) 1))
(* -1 (* y z))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (+ (* -1 y) (/ y z)))
z
(* z (- 1 (/ 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))) (* -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 (- (+ (* -1 (- (* -1/2 y) 1)) (* -1/2 (/ y z))) (/ 1 z))))
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (+ y (* -1 (/ y z)))))
(* -1 (* z (- (/ 1 z) 1)))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(+ (* -1 t) (* (log y) (- x 1)))
(* -1 t)
(/ (* (log y) (- x 1)) t)
(/ (+ (* -1 t) (* (log y) (- x 1))) t)
(/ (- x 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)))))
(* -1 (* t (+ 1 (* -1 (/ (* (log y) (- x 1)) t)))))
Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) t)
(- (+ (* -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 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)))) t)
(+ (* -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)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64))))
(+ (* -1 (log y)) (* y (* (- z 1) (- (* -1/2 y) 1))))
(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)))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (* (- z 1) (- (* -1/2 y) 1)))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) 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 (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
#s(literal -1 binary64)
(- x 1)
(-.f64 x #s(literal 1 binary64))
(* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y))
(*.f64 (-.f64 (/.f64 (-.f64 y (log.f64 y)) z) y) z)
(+ (* x (log y)) (* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y)))
(fma.f64 (log.f64 y) x (*.f64 (-.f64 (/.f64 (-.f64 y (log.f64 y)) z) y) z))
(* t (- (* -1 (/ (log y) t)) 1))
(*.f64 (-.f64 (/.f64 (log.f64 y) (neg.f64 t)) #s(literal 1 binary64)) t)
(+ (* t (- (* -1 (/ (log y) t)) 1)) (* x (log y)))
(fma.f64 (-.f64 (/.f64 (log.f64 y) (neg.f64 t)) #s(literal 1 binary64)) t (*.f64 (log.f64 y) x))
(* -1 (log y))
(neg.f64 (log.f64 y))
(+ (* -1 (log y)) (* x (log y)))
(*.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y))
(/ (+ y (* -1 (log y))) z)
(/.f64 (-.f64 y (log.f64 y)) z)
(+ (* -1 (/ (log y) z)) (+ (/ y z) (/ (* x (log y)) z)))
(/.f64 (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y) z)
(+ y (* -1 (log y)))
(-.f64 y (log.f64 y))
(+ y (+ (* -1 (log y)) (* x (log y))))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) y)
(- (* -1 (/ (log y) t)) 1)
(-.f64 (/.f64 (log.f64 y) (neg.f64 t)) #s(literal 1 binary64))
(- (+ (* -1 (/ (log y) t)) (/ (* x (log y)) t)) 1)
(-.f64 (*.f64 (/.f64 (log.f64 y) t) (+.f64 #s(literal -1 binary64) x)) #s(literal 1 binary64))
(/ -1 t)
(/.f64 #s(literal -1 binary64) t)
(- (/ x t) (/ 1 t))
(/.f64 (-.f64 x #s(literal 1 binary64)) t)
(* x (log y))
(*.f64 (log.f64 y) x)
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) t) x)) x)
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(*.f64 (+.f64 (log.f64 y) (/.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) x)) x)
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (* (- z 1) (- (* -1/2 y) 1))) x))))
(*.f64 (+.f64 (log.f64 y) (/.f64 (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))) x)) x)
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (* -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)
(* x (- (+ (log y) (* -1 (/ (log y) x))) (/ t x)))
(*.f64 (-.f64 (log.f64 y) (/.f64 (+.f64 (log.f64 y) t) x)) x)
x
(* x (- 1 (/ 1 x)))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)
(* x (+ (log y) (/ (* z (- (+ (* -1 (/ (log y) z)) (/ y z)) y)) x)))
(*.f64 (fma.f64 (-.f64 (/.f64 (-.f64 y (log.f64 y)) z) y) (/.f64 z x) (log.f64 y)) x)
(* x (+ (log y) (/ (* t (- (* -1 (/ (log y) t)) 1)) x)))
(*.f64 (fma.f64 (-.f64 (/.f64 (log.f64 y) (neg.f64 t)) #s(literal 1 binary64)) (/.f64 t x) (log.f64 y)) x)
(* x (+ (log y) (* -1 (/ (log y) x))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
(/ (* x (log y)) z)
(*.f64 (log.f64 y) (/.f64 x z))
(* x (+ (* -1 (/ (log y) (* x z))) (+ (/ y (* x z)) (/ (log y) z))))
(*.f64 (/.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 y (log.f64 y)) x)) z) x)
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ y x))))
(*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 y (log.f64 y)) x)) x)
(/ (* x (log y)) t)
(*.f64 (log.f64 y) (/.f64 x t))
(* x (- (+ (* -1 (/ (log y) (* t x))) (/ (log y) t)) (/ 1 x)))
(*.f64 (-.f64 (/.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) t) (/.f64 #s(literal 1 binary64) x)) x)
(/ x t)
(/.f64 x t)
(* x (- (/ 1 t) (/ 1 (* t x))))
(*.f64 (-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (/.f64 #s(literal 1 binary64) x) t)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (+.f64 (log.f64 y) (/.f64 (-.f64 (fma.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) t) x)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
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(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
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(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 (-.f64 #s(literal 1 binary64) y))))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
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(+ (* -1 (* y (- (* -1/2 y) 1))) (* (log y) (- x 1)))
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(+ (* -1 (* y (- (* -1/2 y) 1))) (+ (* y (* z (- (* -1/2 y) 1))) (* (log y) (- x 1))))
(fma.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) (fma.f64 #s(literal -1 binary64) y (*.f64 z y)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(* -1 (- (* -1/2 y) 1))
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(+ (* -1 (- (* -1/2 y) 1)) (* z (- (* -1/2 y) 1)))
(*.f64 (+.f64 #s(literal -1 binary64) z) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(fma.f64 (neg.f64 z) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
(+ y (* -1 (* y z)))
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(/ (+ y (* (log y) (- x 1))) z)
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(* 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)
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(*.f64 (fma.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (neg.f64 y) (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)))) z)) z)
(* z (- (* -1/2 y) 1))
(*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z)
(* z (- (+ (* -1 (/ (- (* -1/2 y) 1) z)) (* -1/2 y)) 1))
(*.f64 (-.f64 (fma.f64 #s(literal -1/2 binary64) y (/.f64 (neg.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64))) z)) #s(literal 1 binary64)) z)
(* -1 (* y z))
(*.f64 (neg.f64 y) z)
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)
(* z (+ (* -1 y) (/ y z)))
(*.f64 (-.f64 (/.f64 y z) y) z)
z
(* z (- 1 (/ 1 z)))
(*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) z)) z)
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(*.f64 (*.f64 #s(literal 1 binary64) 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)))) t) z) (log.f64 (-.f64 #s(literal 1 binary64) y))))
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(/ (+ (* -1 t) (* (log y) (- x 1))) t)
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(/ (- x 1) t)
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rewrite234.0ms (1.8%)

Memory
17.3MiB live, 351.6MiB allocated
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
054439
084433
1360426
22765426
08936426
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
26 → 436
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (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)))))
(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))))
(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))
(*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
(fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t))
(+.f64 #s(literal -1 binary64) x)
(log.f64 y)
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#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z)))
#s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))
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(-.f64 z #s(literal 1 binary64))
(log1p.f64 (neg.f64 y))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(neg.f64 t)
(/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))
(/.f64 (-.f64 x #s(literal 1 binary64)) t)
Outputs
(/.f64 (neg.f64 (neg.f64 (-.f64 (pow.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)) y) (-.f64 z #s(literal 1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 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 (*.f64 (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) y) (-.f64 z #s(literal 1 binary64)) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))))))
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(/.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (*.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) t))
(/.f64 (neg.f64 (-.f64 x #s(literal 1 binary64))) (neg.f64 t))
(/.f64 (-.f64 x #s(literal 1 binary64)) t)
(neg.f64 (/.f64 (neg.f64 (-.f64 x #s(literal 1 binary64))) t))
(neg.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 (/.f64 x t) (pow.f64 t #s(literal -1 binary64)))

eval166.0ms (1.3%)

Memory
-26.0MiB live, 267.5MiB allocated
Compiler

Compiled 34 154 to 3 213 computations (90.6% saved)

prune96.0ms (0.7%)

Memory
-14.3MiB live, 80.6MiB allocated
Pruning

35 alts after pruning (32 fresh and 3 done)

PrunedKeptTotal
New61120631
Fresh81220
Picked415
Done022
Total62335658
Accuracy
100.0%
Counts
658 → 35
Alt Table
Click to see full alt table
StatusAccuracyProgram
67.7%
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
75.1%
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (*.f64 (+.f64 #s(literal 1 binary64) x) t)) (log.f64 y) #s(literal -1 binary64)) t)))
66.8%
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))) t))
66.7%
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))) t))
98.5%
(-.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 y) z y)))) t)
69.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (/.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))))) t)
79.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (/.f64 (*.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)))) t)
66.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))))) t)
69.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
54.8%
(-.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 3 binary64)) (pow.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) #s(literal 3 binary64))) x) (fma.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) (+.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) (log.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) t)
63.9%
(-.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 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) #s(literal 2 binary64))) x) (+.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) (log.f64 y))))) t)
31.4%
(-.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 (*.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (+.f64 z #s(literal 1 binary64))))) t)
85.2%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)
73.2%
(-.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 (-.f64 (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (*.f64 y y)) (*.f64 (-.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) y) z)) y) z))) t)
65.9%
(-.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 #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))) z) y) z))) t)
75.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (log.f64 y) (/.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 y z)) x)) x))) t)
47.8%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) y) z))) t)
66.6%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) y) z))) t)
✓47.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
66.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
55.4%
(-.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) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
66.6%
(-.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) (- x 1)) y) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) #s(literal 1 binary64)) y)))) t)
47.8%
(-.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) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) z)) y))))) t)
36.7%
(-.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 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
47.8%
(-.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 y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
40.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y)) (*.f64 y y)))) t)
33.3%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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)
47.9%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
✓87.4%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
87.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (neg.f64 t)))
4.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
33.4%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
✓37.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
77.4%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (fma.f64 (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y)) t (neg.f64 t))))
55.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 y)) t)))
Compiler

Compiled 4 093 to 1 367 computations (66.6% saved)

regimes172.0ms (1.3%)

Memory
36.6MiB live, 317.8MiB allocated
Counts
69 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 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)))) #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 y) z 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (fma.f64 (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y)) t (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) 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))) (*.f64 (-.f64 (log.f64 y) (/.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 y z)) x)) x))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (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))) #s(approx (+ (* (log y) (- x 1)) y) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 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)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (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)))) (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))))) 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 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 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 (fma.f64 #s(literal -1 binary64) y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)) z))) t)
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 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 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) 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 (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)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (/.f64 (*.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (/.f64 (*.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (log.f64 y)) (+.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (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)))) (/.f64 (fma.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (-.f64 #s(literal -1 binary64) x) (*.f64 (+.f64 #s(literal 1 binary64) z) (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x)) (log.f64 y)))) (*.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 #s(literal -1 binary64) x)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 y)) t)))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.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 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) #s(approx (/ (+ (* (- x 1) (neg (log y))) (log (- 1 y))) z) (*.f64 (neg.f64 x) (/.f64 (log.f64 y) z)))) z)) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)) t)))
(-.f64 (+.f64 (*.f64 #s(approx (- x 1) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) 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)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (*.f64 (fma.f64 (/.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (*.f64 (+.f64 #s(literal 1 binary64) x) t)) (log.f64 y) #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 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (/.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))))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 x #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 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) (/.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (neg.f64 (log.f64 y)) (log.f64 (-.f64 #s(literal 1 binary64) y))) z)) z)) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (/.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x (+.f64 x #s(literal 1 binary64)))) t))
(-.f64 (+.f64 (/.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 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 (/.f64 (-.f64 (pow.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 2 binary64)) (*.f64 y y)) (*.f64 (-.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) y) z)) y) z))) 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 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) #s(literal 2 binary64))) x) (+.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) 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))) (/.f64 (*.f64 (-.f64 (pow.f64 (log.f64 y) #s(literal 3 binary64)) (pow.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) #s(literal 3 binary64))) x) (fma.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) (+.f64 (/.f64 (fma.f64 y (-.f64 z #s(literal 1 binary64)) (log.f64 y)) x) (log.f64 y)) (pow.f64 (log.f64 y) #s(literal 2 binary64)))))) t)
(/.f64 (fma.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 t (+.f64 t (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))))) (*.f64 (+.f64 #s(literal 1 binary64) x) (-.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))))) (*.f64 (+.f64 #s(literal 1 binary64) x) (+.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 t (+.f64 t (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))))))))
Outputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
Calls

8 calls:

26.0ms
(-.f64 x #s(literal 1 binary64))
25.0ms
(-.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)
25.0ms
z
21.0ms
(+.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))))
20.0ms
y
Results
AccuracySegmentsBranch
99.8%1(-.f64 z #s(literal 1 binary64))
99.8%1(-.f64 x #s(literal 1 binary64))
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 (+.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%1x
99.8%1y
99.8%1z
99.8%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes276.0ms (2.1%)

Memory
6.1MiB live, 146.9MiB allocated
Counts
49 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 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)))) #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 y) z 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (fma.f64 (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y)) t (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) 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))) (*.f64 (-.f64 (log.f64 y) (/.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 y z)) x)) x))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (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))) #s(approx (+ (* (log y) (- x 1)) y) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 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)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (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)))) (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))))) 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 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 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 (fma.f64 #s(literal -1 binary64) y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)) z))) t)
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 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 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) 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 (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)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (/.f64 (*.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (/.f64 (*.f64 (-.f64 (*.f64 x x) #s(literal 1 binary64)) (log.f64 y)) (+.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (fma.f64 #s(literal -1/2 binary64) (-.f64 z #s(literal 1 binary64)) (/.f64 (fma.f64 (log.f64 y) (/.f64 (-.f64 x #s(literal 1 binary64)) y) (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)))) (/.f64 (fma.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (neg.f64 y)) (-.f64 #s(literal -1 binary64) x) (*.f64 (+.f64 #s(literal 1 binary64) z) (*.f64 (-.f64 #s(literal 1 binary64) (*.f64 x x)) (log.f64 y)))) (*.f64 (+.f64 #s(literal 1 binary64) z) (-.f64 #s(literal -1 binary64) x)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) #s(approx (- (* (log y) (- x 1)) t) (-.f64 (neg.f64 (log.f64 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 (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)
Calls

8 calls:

171.0ms
x
30.0ms
t
14.0ms
(+.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))))
12.0ms
(-.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)
12.0ms
z
Results
AccuracySegmentsBranch
98.9%1(-.f64 z #s(literal 1 binary64))
98.9%1(-.f64 x #s(literal 1 binary64))
98.9%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))))
98.9%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)
98.9%1x
98.9%1y
98.9%1z
98.9%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes240.0ms (1.8%)

Memory
-25.2MiB live, 164.5MiB allocated
Counts
43 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 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)))) #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 y) z 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (fma.f64 (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y)) t (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) 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))) (*.f64 (-.f64 (log.f64 y) (/.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 y z)) x)) x))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (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))) #s(approx (+ (* (log y) (- x 1)) y) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 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)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (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)))) (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))))) 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 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 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 (fma.f64 #s(literal -1 binary64) y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)) z))) t)
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 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 (fma.f64 (-.f64 x #s(literal 1 binary64)) (/.f64 (log.f64 y) z) (/.f64 y z)) y) z))) t)
Outputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
Calls

8 calls:

158.0ms
x
14.0ms
t
12.0ms
(+.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))))
11.0ms
(-.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)
11.0ms
z
Results
AccuracySegmentsBranch
98.9%1(-.f64 z #s(literal 1 binary64))
98.9%1(-.f64 x #s(literal 1 binary64))
98.9%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))))
98.9%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)
98.9%1x
98.9%1y
98.9%1z
98.9%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes110.0ms (0.8%)

Memory
-5.0MiB live, 181.6MiB allocated
Counts
41 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 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)))) #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 y) z 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (fma.f64 (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y)) t (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) 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))) (*.f64 (-.f64 (log.f64 y) (/.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 y z)) x)) x))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (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))) #s(approx (+ (* (log y) (- x 1)) y) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 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)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (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)))) (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))))) 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 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (neg.f64 (-.f64 z #s(literal 1 binary64)))) y))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 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 (fma.f64 #s(literal -1 binary64) y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)) z))) t)
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (- 1 y)) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y))) t)
Calls

8 calls:

24.0ms
z
16.0ms
(+.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)
10.0ms
t
10.0ms
x
Results
AccuracySegmentsBranch
98.8%1(-.f64 z #s(literal 1 binary64))
98.8%1(-.f64 x #s(literal 1 binary64))
98.8%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))))
98.8%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)
98.8%1x
98.8%1y
98.8%1z
98.8%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes85.0ms (0.6%)

Memory
6.4MiB live, 143.4MiB allocated
Counts
32 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 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)))) #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 y) z 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 #s(approx (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))) z) y) z))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y #s(approx (* (log y) (- x 1)) (neg.f64 (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (fma.f64 (*.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y)) t (neg.f64 t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 #s(approx (+ -1 x) (*.f64 (-.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 binary64) x)) x)) (log.f64 y) (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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (*.f64 (log.f64 y) (/.f64 x z))) 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))) (*.f64 (-.f64 (log.f64 y) (/.f64 #s(approx (+ (* (- z 1) y) (log y)) (*.f64 y z)) x)) x))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) y)) (-.f64 #s(approx (* (log y) (- x 1)) (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))) #s(approx (+ (* (log y) (- x 1)) y) (*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 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)) (* (neg y) (- z 1))) (*.f64 (-.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z) y) 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) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
Calls

8 calls:

20.0ms
x
10.0ms
t
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
z
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))))
Results
AccuracySegmentsBranch
98.5%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))))
98.5%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)
98.5%1t
98.5%1(-.f64 z #s(literal 1 binary64))
98.5%1(-.f64 x #s(literal 1 binary64))
98.5%1x
98.5%1y
98.5%1z
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes169.0ms (1.3%)

Memory
37.2MiB live, 145.4MiB allocated
Counts
21 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 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)))) #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 (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))) (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)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
Calls

8 calls:

66.0ms
(-.f64 z #s(literal 1 binary64))
27.0ms
x
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))))
6.0ms
z
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)
Results
AccuracySegmentsBranch
93.2%3(-.f64 z #s(literal 1 binary64))
95.3%3(-.f64 x #s(literal 1 binary64))
94.9%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))))
93.1%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)
95.3%3x
91.0%3y
93.2%3z
87.5%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes516.0ms (3.9%)

Memory
-77.3MiB live, 118.2MiB 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 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)))) #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)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (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 (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
Calls

6 calls:

472.0ms
(+.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))))
21.0ms
(-.f64 z #s(literal 1 binary64))
6.0ms
z
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
87.5%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)
92.6%3(-.f64 z #s(literal 1 binary64))
92.6%3z
87.5%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))))
87.5%1(-.f64 x #s(literal 1 binary64))
87.5%1x
Compiler

Compiled 40 to 47 computations (-17.5% saved)

regimes28.0ms (0.2%)

Memory
-14.6MiB live, 32.5MiB 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 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)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
Calls

2 calls:

22.0ms
(-.f64 z #s(literal 1 binary64))
6.0ms
z
Results
AccuracySegmentsBranch
92.5%3(-.f64 z #s(literal 1 binary64))
92.5%3z
Compiler

Compiled 4 to 10 computations (-150% saved)

regimes50.0ms (0.4%)

Memory
16.9MiB live, 153.0MiB allocated
Counts
17 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) 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 (+ (* (log y) (- x 1)) y) (-.f64 y (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:

10.0ms
y
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))))
7.0ms
x
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
t
Results
AccuracySegmentsBranch
87.0%3(-.f64 x #s(literal 1 binary64))
87.0%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))))
87.0%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)
87.0%3x
69.4%1t
73.0%3y
74.8%3(-.f64 z #s(literal 1 binary64))
74.8%3z
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes60.0ms (0.5%)

Memory
6.9MiB live, 58.1MiB allocated
Counts
16 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 (-.f64 #s(literal 1 binary64) y)) z))
Outputs
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
Calls

4 calls:

45.0ms
(+.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
4.0ms
(-.f64 x #s(literal 1 binary64))
Results
AccuracySegmentsBranch
61.9%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)
78.8%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))))
79.6%3(-.f64 x #s(literal 1 binary64))
79.6%3x
Compiler

Compiled 36 to 37 computations (-2.8% saved)

regimes11.0ms (0.1%)

Memory
-25.1MiB live, 25.2MiB allocated
Counts
13 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 y)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
Outputs
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 y)) t)))
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
Calls

2 calls:

6.0ms
(-.f64 x #s(literal 1 binary64))
4.0ms
x
Results
AccuracySegmentsBranch
79.4%3(-.f64 x #s(literal 1 binary64))
79.4%3x
Compiler

Compiled 4 to 10 computations (-150% saved)

regimes26.0ms (0.2%)

Memory
16.5MiB live, 63.8MiB allocated
Counts
11 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
Outputs
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
#s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))
Calls

7 calls:

4.0ms
(-.f64 z #s(literal 1 binary64))
4.0ms
x
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))))
3.0ms
z
3.0ms
t
Results
AccuracySegmentsBranch
62.3%3t
47.9%1y
52.5%3(-.f64 z #s(literal 1 binary64))
53.8%3z
68.0%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))))
69.6%3(-.f64 x #s(literal 1 binary64))
69.6%3x
Compiler

Compiled 25 to 41 computations (-64% saved)

regimes24.0ms (0.2%)

Memory
5.9MiB live, 53.0MiB allocated
Counts
10 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (*.f64 (-.f64 #s(approx (/ (+ (* (log y) (- x 1)) y) z) (/.f64 y z)) 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 (* (- (/ (+ (* (log y) (- x 1)) y) z) y) z) (*.f64 (neg.f64 z) (*.f64 (-.f64 #s(literal 1 binary64) (/.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))) (/.f64 (*.f64 (-.f64 (*.f64 z z) #s(literal 1 binary64)) (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) (+ (* -1/2 y) -1)) y) (* (log y) (- x 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 (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) #s(approx (* (- (log y) (/ (+ (* (- z 1) y) (log y)) x)) x) (*.f64 (*.f64 x y) (-.f64 (/.f64 #s(literal 1 binary64) x) (/.f64 z x)))))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)
Calls

7 calls:

4.0ms
t
3.0ms
(+.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))))
3.0ms
(-.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)
3.0ms
z
3.0ms
x
Results
AccuracySegmentsBranch
47.9%1(-.f64 z #s(literal 1 binary64))
47.9%1z
47.9%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)
47.9%1t
47.9%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))))
47.9%1(-.f64 x #s(literal 1 binary64))
47.9%1x
Compiler

Compiled 41 to 51 computations (-24.4% saved)

regimes17.0ms (0.1%)

Memory
-7.6MiB live, 43.1MiB allocated
Counts
4 → 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))) (*.f64 (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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.f64 (neg.f64 y) (-.f64 z #s(literal 1 binary64))))) 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 y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
Calls

8 calls:

3.0ms
(-.f64 z #s(literal 1 binary64))
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
(+.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
y
2.0ms
t
Results
AccuracySegmentsBranch
47.8%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))))
47.8%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)
47.8%1z
47.8%1(-.f64 z #s(literal 1 binary64))
47.8%1x
47.8%1y
47.8%1t
47.8%1(-.f64 x #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes11.0ms (0.1%)

Memory
28.8MiB live, 28.8MiB 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))) (*.f64 (neg.f64 y) z))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (+ -1 x) (log y)) (* (neg y) (- z 1))) (*.f64 (neg.f64 y) z))) t)
Calls

8 calls:

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
(+.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
x
1.0ms
y
1.0ms
z
Results
AccuracySegmentsBranch
47.5%1(-.f64 z #s(literal 1 binary64))
47.5%1z
47.5%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))))
47.5%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)
47.5%1x
47.5%1(-.f64 x #s(literal 1 binary64))
47.5%1t
47.5%1y
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes10.0ms (0.1%)

Memory
-19.5MiB live, 27.4MiB 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:

1.0ms
t
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
(+.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
x
Results
AccuracySegmentsBranch
37.5%1z
37.5%1(-.f64 z #s(literal 1 binary64))
37.5%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))))
37.5%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)
37.5%1y
37.5%1x
37.5%1(-.f64 x #s(literal 1 binary64))
37.5%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

bsearch88.0ms (0.7%)

Memory
17.3MiB live, 110.7MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
56.0ms
8.4807186446522e+36
3.5432676612752977e+42
27.0ms
-18031239958494687000.0
-67009012975170184.0
Samples
25.0ms70×1valid
20.0ms202×0valid
Compiler

Compiled 1 110 to 830 computations (25.2% saved)

Precisions
Click to see histograms. Total time spent on operations: 36.0ms
ival-log: 20.0ms (56.3% of total)
ival-sub: 6.0ms (16.9% of total)
ival-mult: 4.0ms (11.3% of total)
adjust: 3.0ms (8.4% of total)
ival-add: 1.0ms (2.8% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch88.0ms (0.7%)

Memory
8.9MiB live, 148.4MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
43.0ms
8.372510446640568e+182
1.0590427113030783e+190
39.0ms
-5.5660180103276e+273
-1.7690643998286704e+273
Samples
65.0ms146×1valid
8.0ms78×0valid
Compiler

Compiled 1 210 to 833 computations (31.2% saved)

Precisions
Click to see histograms. Total time spent on operations: 63.0ms
ival-log: 44.0ms (69.8% of total)
ival-sub: 7.0ms (11.1% of total)
adjust: 5.0ms (7.9% of total)
ival-mult: 5.0ms (7.9% of total)
ival-add: 2.0ms (3.2% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch18.0ms (0.1%)

Memory
-39.4MiB live, 5.3MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
16.0ms
8.372510446640568e+182
1.0590427113030783e+190
1.0ms
-5.5660180103276e+273
-1.7690643998286704e+273
Compiler

Compiled 1 028 to 749 computations (27.1% saved)

bsearch36.0ms (0.3%)

Memory
-6.2MiB live, 45.1MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
1.0ms
8.4807186446522e+36
3.5432676612752977e+42
23.0ms
-99209.82398478783
-1785.7928307285347
Samples
11.0ms32×1valid
7.0ms80×0valid
Compiler

Compiled 1 092 to 757 computations (30.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 15.0ms
ival-log: 9.0ms (59.7% of total)
ival-sub: 2.0ms (13.3% of total)
ival-mult: 2.0ms (13.3% of total)
adjust: 1.0ms (6.6% of total)
ival-add: 1.0ms (6.6% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch42.0ms (0.3%)

Memory
22.4MiB live, 65.2MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
14.0ms
8.4807186446522e+36
3.5432676612752977e+42
25.0ms
-18031239958494687000.0
-67009012975170184.0
Samples
16.0ms47×1valid
9.0ms97×0valid
Compiler

Compiled 1 176 to 820 computations (30.3% saved)

Precisions
Click to see histograms. Total time spent on operations: 20.0ms
ival-log: 11.0ms (54.2% of total)
ival-sub: 3.0ms (14.8% of total)
adjust: 2.0ms (9.8% of total)
ival-mult: 2.0ms (9.8% of total)
ival-add: 1.0ms (4.9% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch2.0ms (0%)

Memory
5.6MiB live, 5.6MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
1.0ms
8.4807186446522e+36
3.5432676612752977e+42
1.0ms
-18031239958494687000.0
-67009012975170184.0
Compiler

Compiled 972 to 769 computations (20.9% saved)

bsearch36.0ms (0.3%)

Memory
24.1MiB live, 68.2MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
17.0ms
8.4807186446522e+36
3.5432676612752977e+42
16.0ms
-18031239958494687000.0
-67009012975170184.0
Samples
12.0ms33×1valid
10.0ms111×0valid
Compiler

Compiled 1 193 to 871 computations (27% saved)

Precisions
Click to see histograms. Total time spent on operations: 18.0ms
ival-log: 10.0ms (57% of total)
ival-sub: 3.0ms (17.1% of total)
ival-mult: 2.0ms (11.4% of total)
adjust: 1.0ms (5.7% of total)
ival-add: 1.0ms (5.7% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

simplify249.0ms (1.9%)

Memory
-44.1MiB live, 65.1MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 4 (0.0ms)

IterNodesCost
0144861
1243861
2372861
3711861
41512857
53073857
64078857
75393857
86343857
97113857
107809857
Stop Event
1×node limit
Calls
Call 1
Inputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #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 (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)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (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)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(if (<=.f64 x #s(literal -285000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 8500000000000000139214488794638057472 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) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))))
(if (<=.f64 z #s(literal -2150000000000000080813478928118337073083362726648582855765565543332188560918809272660383903212168941057063538214826768394596961237172385837315210547403118043109052071779220516407761496711338203190069749872509936138217915726789558729601031765282841791725619497970515534938112 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t) (if (<=.f64 z #s(literal 979999999999999967948023525949708540512012203667044368092131571245690114885989727049450697533311738701424940595288924543807039465117348977022646068562341053235633073258510341721508806656 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 (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)))
(if (<=.f64 z #s(literal -2150000000000000080813478928118337073083362726648582855765565543332188560918809272660383903212168941057063538214826768394596961237172385837315210547403118043109052071779220516407761496711338203190069749872509936138217915726789558729601031765282841791725619497970515534938112 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t) (if (<=.f64 z #s(literal 979999999999999967948023525949708540512012203667044368092131571245690114885989727049450697533311738701424940595288924543807039465117348977022646068562341053235633073258510341721508806656 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)))
(if (<=.f64 x #s(literal -1800 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 8500000000000000139214488794638057472 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 (+ (* (log y) (- x 1)) y) (-.f64 y (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 -2250000000000000000 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 9399999999999999778943390439127908352 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))))
(if (<=.f64 x #s(literal -2250000000000000000 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 9399999999999999778943390439127908352 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 y)) t))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))))
(if (<=.f64 x #s(literal -4350000000000000000 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 30000000000000002158062836758597337088 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.f64 (neg.f64 y) z))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Outputs
(fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #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 (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)
(fma.f64 (-.f64 z #s(literal 1 binary64)) #s(approx (log (+ 1 (neg y))) (*.f64 (-.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/3 binary64) y) #s(literal 1/2 binary64)) y) #s(literal 1 binary64)) y)) (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (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)))) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) #s(approx (* (neg y) (- z 1)) (fma.f64 (neg.f64 y) z y)))) t)
(if (<=.f64 x #s(literal -285000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 8500000000000000139214488794638057472 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) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t)))))
(if (<=.f64 z #s(literal -2150000000000000080813478928118337073083362726648582855765565543332188560918809272660383903212168941057063538214826768394596961237172385837315210547403118043109052071779220516407761496711338203190069749872509936138217915726789558729601031765282841791725619497970515534938112 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t) (if (<=.f64 z #s(literal 979999999999999967948023525949708540512012203667044368092131571245690114885989727049450697533311738701424940595288924543807039465117348977022646068562341053235633073258510341721508806656 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 (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)))
(if (or (<=.f64 z #s(literal -2150000000000000080813478928118337073083362726648582855765565543332188560918809272660383903212168941057063538214826768394596961237172385837315210547403118043109052071779220516407761496711338203190069749872509936138217915726789558729601031765282841791725619497970515534938112 binary64)) (not (<=.f64 z #s(literal 979999999999999967948023525949708540512012203667044368092131571245690114885989727049450697533311738701424940595288924543807039465117348977022646068562341053235633073258510341721508806656 binary64)))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t))
(if (<=.f64 z #s(literal -2150000000000000080813478928118337073083362726648582855765565543332188560918809272660383903212168941057063538214826768394596961237172385837315210547403118043109052071779220516407761496711338203190069749872509936138217915726789558729601031765282841791725619497970515534938112 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t) (if (<=.f64 z #s(literal 979999999999999967948023525949708540512012203667044368092131571245690114885989727049450697533311738701424940595288924543807039465117348977022646068562341053235633073258510341721508806656 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t)))
(if (or (<=.f64 z #s(literal -2150000000000000080813478928118337073083362726648582855765565543332188560918809272660383903212168941057063538214826768394596961237172385837315210547403118043109052071779220516407761496711338203190069749872509936138217915726789558729601031765282841791725619497970515534938112 binary64)) (not (<=.f64 z #s(literal 979999999999999967948023525949708540512012203667044368092131571245690114885989727049450697533311738701424940595288924543807039465117348977022646068562341053235633073258510341721508806656 binary64)))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (+.f64 #s(literal -1 binary64) x) (log.f64 y) (neg.f64 t))))
(if (<=.f64 x #s(literal -1800 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 8500000000000000139214488794638057472 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (or (<=.f64 x #s(literal -1800 binary64)) (not (<=.f64 x #s(literal 8500000000000000139214488794638057472 binary64)))) (-.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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t))
(if (<=.f64 x #s(literal -2250000000000000000 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 9399999999999999778943390439127908352 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))))
(if (or (<=.f64 x #s(literal -2250000000000000000 binary64)) (not (<=.f64 x #s(literal 9399999999999999778943390439127908352 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 (+ (* (log y) (- x 1)) y) (-.f64 y (log.f64 y))))) t))
(if (<=.f64 x #s(literal -2250000000000000000 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 9399999999999999778943390439127908352 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (-.f64 (neg.f64 (log.f64 y)) t))) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))))
(if (or (<=.f64 x #s(literal -2250000000000000000 binary64)) (not (<=.f64 x #s(literal 9399999999999999778943390439127908352 binary64)))) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (+ -1 x) (log y)) (neg t)) (neg.f64 (+.f64 (log.f64 y) t)))))
(if (<=.f64 x #s(literal -4350000000000000000 binary64)) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 30000000000000002158062836758597337088 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t) #s(approx (+ (* (- z 1) (log (+ 1 (neg y)))) (- (* (log y) (- x 1)) t)) (*.f64 (log.f64 y) x))))
(if (or (<=.f64 x #s(literal -4350000000000000000 binary64)) (not (<=.f64 x #s(literal 30000000000000002158062836758597337088 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 (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #s(literal 1 binary64)) z) y))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (* (- z 1) (+ (* -1/2 y) -1)) y) (* (log y) (- x 1))) (*.f64 (*.f64 (-.f64 (*.f64 #s(literal -1/2 binary64) y) #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 y) (- z 1)) (fma.f64 (neg.f64 y) 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))) (*.f64 (neg.f64 y) z))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

soundness1.5s (11.7%)

Memory
33.5MiB live, 1 373.7MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02321560
17861431
228491356
085111307
03942041
113891875
251671850
082631768
01453
02353
19551
274451
0834747
04522566
115652383
258172356
082582261
04582882
116092641
260292609
084392495
Stop Event
1×fuel
1×iter limit
1×node limit
1×iter limit
1×node limit
1×iter limit
1×node limit
1×iter limit
1×iter limit
1×node limit
1×iter limit
1×node limit
Compiler

Compiled 1 220 to 514 computations (57.9% saved)

preprocess132.0ms (1%)

Memory
-1.7MiB live, 136.4MiB allocated
Compiler

Compiled 1 762 to 320 computations (81.8% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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