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

Time bar (total: 14.0s)

start0.0ms (0%)

Memory
0.1MiB live, 0.1MiB allocated

analyze575.0ms (4.1%)

Memory
-19.3MiB live, 177.8MiB 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)

sample3.4s (24.2%)

Memory
3.2MiB live, 2 837.7MiB allocated
Samples
1.6s6 213×0valid
971.0ms2 043×1valid
1.0ms6×0invalid
Precisions
Click to see histograms. Total time spent on operations: 1.9s
ival-log: 952.0ms (51% of total)
ival-sub: 465.0ms (24.9% of total)
ival-mult: 274.0ms (14.7% of total)
adjust: 107.0ms (5.7% of total)
ival-add: 48.0ms (2.6% of total)
ival-true: 8.0ms (0.4% of total)
exact: 6.0ms (0.3% of total)
ival-assert: 4.0ms (0.2% of total)
Bogosity

explain346.0ms (2.5%)

Memory
20.2MiB live, 585.0MiB allocated
FPErrors
Click to see full error table
Ground TruthOverpredictionsExampleUnderpredictionsExampleSubexpression
2550-0-(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))sensitivity2550
Confusion
Predicted +Predicted -
+330
-2221
Precision
0.12941176470588237
Recall
1.0
Confusion?
Predicted +Predicted MaybePredicted -
+3300
-22201
Precision?
0.12941176470588237
Recall?
1.0
Freqs
test
numberfreq
01
1255
Total Confusion?
Predicted +Predicted MaybePredicted -
+100
-000
Precision?
1.0
Recall?
1.0
Samples
145.0ms360×1valid
64.0ms128×2valid
4.0ms24×0valid
Compiler

Compiled 153 to 46 computations (69.9% saved)

Precisions
Click to see histograms. Total time spent on operations: 169.0ms
ival-log: 86.0ms (50.8% of total)
adjust: 39.0ms (23% of total)
ival-sub: 25.0ms (14.8% of total)
ival-mult: 14.0ms (8.3% of total)
ival-add: 5.0ms (3% of total)
ival-true: 1.0ms (0.6% of total)
ival-assert: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

preprocess228.0ms (1.6%)

Memory
6.2MiB live, 115.7MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
070252
1159248
2467241
31722240
44296240
57181240
01417
02317
13817
26417
314017
429717
581817
6240017
7362917
8402317
9406917
10406917
11445217
12457117
13457117
14457317
0457315
Stop Event
1×iter limit
1×saturated
1×iter limit
1×node 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)
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)
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
Compiler

Compiled 17 to 14 computations (17.6% saved)

eval0.0ms (0%)

Memory
0.2MiB live, 0.2MiB allocated
Compiler

Compiled 0 to 4 computations (-∞% saved)

prune0.0ms (0%)

Memory
1.2MiB live, 1.2MiB allocated
Alt Table
Click to see full alt table
StatusAccuracyProgram
▶90.1%
(-.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)
Compiler

Compiled 17 to 14 computations (17.6% saved)

simplify219.0ms (1.6%)

Memory
-29.2MiB live, 58.5MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
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
(log.f64 (-.f64 #s(literal 1 binary64) y))
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
13866
26466
314066
429766
581866
6240066
7362966
8402366
9406966
10406966
11445266
12457166
13457166
14457366
0457360
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)
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(+.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 (log1p.f64 (neg.f64 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 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(log1p.f64 (neg.f64 y))
(-.f64 #s(literal 1 binary64) y)
t

localize196.0ms (1.4%)

Memory
30.5MiB live, 106.9MiB allocated
Localize:

Found 4 expressions of interest:

NewMetricScoreProgram
accuracy0.00390625
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy0.0078125
(+.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))))
accuracy0.109375
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy58.75433073975596
(log.f64 (-.f64 #s(literal 1 binary64) y))
Samples
129.0ms180×1valid
29.0ms64×2valid
1.0ms12×0valid
Compiler

Compiled 68 to 16 computations (76.5% saved)

Precisions
Click to see histograms. Total time spent on operations: 141.0ms
ival-log: 111.0ms (78.7% of total)
ival-sub: 10.0ms (7.1% of total)
adjust: 10.0ms (7.1% of total)
ival-mult: 7.0ms (5% of total)
ival-add: 3.0ms (2.1% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series154.0ms (1.1%)

Memory
-19.0MiB live, 95.8MiB allocated
Counts
5 → 81
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))))
(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 (-.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)))
(* 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))))
(* -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))))
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(- (* (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 (- 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))))))
(+ (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))) (* (+ (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 (/ (- 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)))
(- (* -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))) (* (+ (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)) (- 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
46.0ms
y
@inf
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
39.0ms
x
@0
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
21.0ms
y
@0
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
15.0ms
t
@0
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))
13.0ms
y
@-inf
((+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (- x 1) (log y)) (* (- z 1) (log (- 1 y))))

simplify315.0ms (2.3%)

Memory
10.3MiB live, 173.7MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02261566
17001428
221701336
375181336
080931246
Stop Event
1×iter limit
1×node limit
Counts
81 → 81
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)))
(* 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))))
(* -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))))
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(* -1 y)
(* y (- (* -1/2 y) 1))
(* y (- (* y (- (* -1/3 y) 1/2)) 1))
(* y (- (* y (- (* y (- (* -1/4 y) 1/3)) 1/2)) 1))
(- (* (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 (- z 1)))
(* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1)))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1)))))))
(* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* y (+ (* -1/3 (- z 1)) (* -1/4 (* y (- z 1)))))))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
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(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (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))))))
(+ (log -1) (* -1 (log (/ 1 y))))
(- (+ (log -1) (* -1 (log (/ 1 y)))) (/ 1 y))
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(- (+ (log -1) (+ (* -1 (log (/ 1 y))) (* -1 (/ (+ 1/2 (* 1/3 (/ 1 y))) (pow y 2))))) (/ 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)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(* -1 (* (log (/ 1 y)) (- x 1)))
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(+ (* -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)))
(- (* -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)) (* (+ (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)) (- 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)))
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(* 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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(* -1 (log y))
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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 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 #s(literal 1 binary64) z) (-.f64 (*.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (-.f64 x #s(literal 1 binary64))) (+.f64 (/.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)
(-.f64 (fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 #s(literal 1 binary64) z) (fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (-.f64 x #s(literal 1 binary64)) (/.f64 (-.f64 (-.f64 z (/.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1/3 binary64) y) #s(literal -1/2 binary64))) y)) #s(literal 1 binary64)) (neg.f64 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)) (- z 1)))
(*.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 #s(literal 1 binary64) z))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- z 1) y)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (-.f64 (/.f64 #s(literal -1 binary64) y) (log.f64 (/.f64 #s(literal -1 binary64) y))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)))
(fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 #s(literal 1 binary64) z) (/.f64 (fma.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) #s(literal 1/2 binary64) z) #s(literal -1 binary64) #s(literal 1 binary64)) y))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)))
(fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 #s(literal 1 binary64) z) (/.f64 (-.f64 (-.f64 z (/.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1/3 binary64) y) #s(literal -1/2 binary64))) y)) #s(literal 1 binary64)) (neg.f64 y)))
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(-.f64 (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (neg.f64 t)) (log1p.f64 (neg.f64 y)))
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (fma.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)) (neg.f64 t)))
(* -1 (log (- 1 y)))
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(* z (log (- 1 y)))
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(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
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(* -1 (* z (+ (* -1 (log (- 1 y))) (/ (log (- 1 y)) z))))
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(* -1 t)
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(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #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 x #s(literal 1 binary64)) (log.f64 y) (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))) t) t (neg.f64 t))

rewrite294.0ms (2.1%)

Memory
5.3MiB live, 209.9MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01450
02350
19550
275750
0851144
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
5 → 485
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))))
(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 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
Outputs
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(/.f64 (+.f64 (pow.f64 (*.f64 z (log1p.f64 (neg.f64 y))) #s(literal 3 binary64)) (pow.f64 (neg.f64 (log1p.f64 (neg.f64 y))) #s(literal 3 binary64))) (fma.f64 (*.f64 z (log1p.f64 (neg.f64 y))) (*.f64 z (log1p.f64 (neg.f64 y))) (-.f64 (*.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (neg.f64 (log1p.f64 (neg.f64 y)))) (*.f64 (*.f64 z (log1p.f64 (neg.f64 y))) (neg.f64 (log1p.f64 (neg.f64 y)))))))
(/.f64 (+.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 3 binary64)) (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)) #s(literal 3 binary64))) (fma.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) (*.f64 (log1p.f64 (neg.f64 y)) z) (-.f64 (*.f64 (*.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64))) (*.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) (*.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64))))))
(/.f64 (neg.f64 (*.f64 (fma.f64 z z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)))) (neg.f64 (-.f64 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)))) (neg.f64 (-.f64 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 #s(literal 1 binary64) (*.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 #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))))
(/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 1 binary64))
(/.f64 (log1p.f64 (neg.f64 y)) (/.f64 #s(literal 1 binary64) (-.f64 z #s(literal 1 binary64))))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 z #s(literal -1 binary64)) (*.f64 (fma.f64 z z #s(literal -1 binary64)) (log1p.f64 (neg.f64 y)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 z z (-.f64 z #s(literal -1 binary64))) (*.f64 (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 z #s(literal -1 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (fma.f64 z z #s(literal -1 binary64)))))
(/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 z z (-.f64 z #s(literal -1 binary64))) (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 (pow.f64 z #s(literal 3 binary64)) #s(literal 1 binary64)))))
(fma.f64 (*.f64 (log1p.f64 (neg.f64 y)) #s(literal 1 binary64)) z (*.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)))
(fma.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) #s(literal 1 binary64) (*.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)))
(fma.f64 #s(literal -1 binary64) (log1p.f64 (neg.f64 y)) (*.f64 z (log1p.f64 (neg.f64 y))))
(fma.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64) (*.f64 (log1p.f64 (neg.f64 y)) z))
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)))
(fma.f64 z (*.f64 #s(literal 1 binary64) (log1p.f64 (neg.f64 y))) (neg.f64 (log1p.f64 (neg.f64 y))))
(fma.f64 z (log1p.f64 (neg.f64 y)) (neg.f64 (log1p.f64 (neg.f64 y))))
(fma.f64 #s(literal 1 binary64) (*.f64 z (log1p.f64 (neg.f64 y))) (neg.f64 (log1p.f64 (neg.f64 y))))
(+.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (*.f64 z (log1p.f64 (neg.f64 y))))
(+.f64 (*.f64 z (log1p.f64 (neg.f64 y))) (neg.f64 (log1p.f64 (neg.f64 y))))
(+.f64 (*.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) z))
(+.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) (*.f64 (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)))

eval162.0ms (1.2%)

Memory
-12.9MiB live, 110.7MiB allocated
Compiler

Compiled 20 589 to 1 855 computations (91% saved)

prune54.0ms (0.4%)

Memory
7.4MiB live, 44.6MiB allocated
Pruning

15 alts after pruning (15 fresh and 0 done)

PrunedKeptTotal
New54115556
Fresh000
Picked101
Done000
Total54215557
Accuracy
100.0%
Counts
557 → 15
Alt Table
Click to see full alt table
StatusAccuracyProgram
79.4%
(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (*.f64 (pow.f64 (-.f64 x #s(literal -1 binary64)) #s(literal -1 binary64)) (log.f64 y)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
73.5%
(fma.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (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)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
54.7%
(/.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 x #s(literal -1 binary64)) (*.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 x #s(literal -1 binary64))))
99.7%
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 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)) (neg.f64 t)))))
69.4%
(-.f64 (+.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
▶90.0%
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
62.4%
(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (log.f64 y)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
▶99.9%
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))) t)
99.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
▶88.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
48.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
68.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
65.4%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))))
▶81.1%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
▶36.8%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 822 to 596 computations (27.5% saved)

simplify149.0ms (1.1%)

Memory
15.6MiB live, 169.8MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
cost-diff0
(/.f64 (-.f64 z #s(literal 1 binary64)) t)
cost-diff0
(fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)))
cost-diff0
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
cost-diff5
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
cost-diff0
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
cost-diff1
(log.f64 (-.f64 #s(literal 1 binary64) y))
cost-diff1
(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
cost-diff2
(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64))))
cost-diff0
(-.f64 x #s(literal 1 binary64))
cost-diff0
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) 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
(-.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)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))) t)
cost-diff1
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y)))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
052477
088462
1151456
2288456
3820456
42691452
57974452
08034442
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))) t)
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) 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
#s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))
(*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y)
(fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z))
(fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64)))
(*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64)))
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
#s(literal -1/4 binary64)
#s(literal -1/3 binary64)
(-.f64 z #s(literal 1 binary64))
z
(fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))
#s(literal -1/2 binary64)
#s(literal 1/2 binary64)
(-.f64 #s(literal 1 binary64) z)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 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
t
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64))))
(log.f64 y)
y
(/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))
#s(literal 1 binary64)
(-.f64 x #s(literal 1 binary64))
x
(*.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
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
(fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)))
(/.f64 (-.f64 z #s(literal 1 binary64)) t)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
t
(log1p.f64 (neg.f64 y))
(neg.f64 y)
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)
(-.f64 x #s(literal 1 binary64))
x
(log.f64 y)
#s(literal -1 binary64)
Outputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))) t)
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y)))
(*.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
#s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))
#s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))
(*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y)
(*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y)
(fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z))
(fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z))
(fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64)))
(fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) y) (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64)))
(*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64)))
(*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)))
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
#s(literal -1/4 binary64)
#s(literal -1/3 binary64)
(-.f64 z #s(literal 1 binary64))
z
(fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))
#s(literal -1/2 binary64)
#s(literal 1/2 binary64)
(-.f64 #s(literal 1 binary64) z)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(neg.f64 t)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.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
t
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) 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)) (neg.f64 t)))
(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64))))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
y
(/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))
#s(literal 1 binary64)
(-.f64 x #s(literal 1 binary64))
x
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
(-.f64 z #s(literal 1 binary64))
z
(log.f64 (-.f64 #s(literal 1 binary64) y))
(log1p.f64 (neg.f64 y))
(-.f64 #s(literal 1 binary64) y)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) 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)) (neg.f64 t))))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) 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)) (neg.f64 t)))
(fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)))
(/.f64 (-.f64 z #s(literal 1 binary64)) t)
(-.f64 z #s(literal 1 binary64))
z
#s(literal 1 binary64)
t
(log1p.f64 (neg.f64 y))
(neg.f64 y)
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)
(-.f64 x #s(literal 1 binary64))
x
(log.f64 y)
#s(literal -1 binary64)

localize339.0ms (2.4%)

Memory
-27.7MiB live, 451.7MiB allocated
Localize:

Found 18 expressions of interest:

NewMetricScoreProgram
accuracy0.0078125
(/.f64 (-.f64 x #s(literal 1 binary64)) t)
accuracy0.171875
(fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))
accuracy3.7425887175655954
(fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)))
accuracy9.115693654456042
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
accuracy0.00390625
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))
accuracy0.0078125
(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
accuracy0.181972509768442
(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64))))
accuracy58.75433073975596
(log.f64 (-.f64 #s(literal 1 binary64) y))
accuracy0.0
(-.f64 x #s(literal 1 binary64))
accuracy0.0
(log.f64 y)
accuracy0.109375
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy10.31679098097941
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
accuracy0.0
(neg.f64 t)
accuracy40.47263810941775
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
accuracy0.0234375
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
accuracy0.109375
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy0.17579046820055716
#s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))
accuracy0.18359375
(*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64)))
Samples
183.0ms180×1valid
67.0ms64×2valid
6.0ms12×0valid
Compiler

Compiled 400 to 46 computations (88.5% saved)

Precisions
Click to see histograms. Total time spent on operations: 203.0ms
adjust: 63.0ms (31% of total)
ival-mult: 39.0ms (19.2% of total)
ival-log: 39.0ms (19.2% of total)
ival-add: 18.0ms (8.9% of total)
ival-sub: 17.0ms (8.4% of total)
ival-div: 15.0ms (7.4% of total)
const: 8.0ms (3.9% of total)
ival-log1p: 2.0ms (1% of total)
ival-neg: 2.0ms (1% of total)
exact: 1.0ms (0.5% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)

series124.0ms (0.9%)

Memory
-3.8MiB live, 157.5MiB allocated
Counts
23 → 169
Calls
Call 1
Inputs
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y)))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))) t)
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 x #s(literal 1 binary64))
#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)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64))))
(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
(fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)))
(/.f64 (-.f64 z #s(literal 1 binary64)) t)
(*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64)))
#s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
(log.f64 y)
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #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)))
(+ (* -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)
(* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(+ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) (* x (log y)))
(- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)
(- (+ (* -1 (/ (log y) t)) (+ (/ (* x (log y)) t) (/ (* (log (- 1 y)) (- z 1)) t))) 1)
(- (* -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))))
(* 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)))
(* x (+ (log y) (/ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) x)))
(/ (* x (log y)) t)
(* x (- (+ (* -1 (/ (log y) (* t x))) (+ (/ (log y) t) (/ (* (log (- 1 y)) (- z 1)) (* t x)))) (/ 1 x)))
(* 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))) 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)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) x)))))
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1) 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))
(+ (* -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))
(* t (- (/ (* (log y) (- x 1)) t) 1))
(+ (* -1 (* y (- z 1))) (* t (- (/ (* (log y) (- x 1)) t) 1)))
(+ (* t (- (/ (* (log y) (- x 1)) t) 1)) (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))))
(+ (* t (- (/ (* (log y) (- x 1)) t) 1)) (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))))
(- (/ (* (log y) (- x 1)) t) 1)
(- (+ (* -1 (/ (* y (- z 1)) t)) (/ (* (log y) (- x 1)) t)) 1)
(- (+ (* y (+ (* -1 (/ (- z 1) t)) (* -1/2 (/ (* y (- z 1)) t)))) (/ (* (log y) (- x 1)) t)) 1)
(- (+ (* y (+ (* -1 (/ (- z 1) t)) (* y (+ (* -1/2 (/ (- z 1) t)) (* -1/3 (/ (* y (- z 1)) t)))))) (/ (* (log y) (- x 1)) t)) 1)
(* -1/3 (- z 1))
(+ (* -1/3 (- z 1)) (* -1/4 (* y (- z 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)))))))))
-1/3
(- (* -1/4 y) 1/3)
(log y)
(+ (* -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))
(* t (- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)) 1))
(+ (* -1 (/ (- z 1) y)) (* t (- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)) 1)))
(+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* t (- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)) 1))))
(+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* t (- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)) 1)))))
(- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)) 1)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (+ (* -1 (/ (- z 1) (* t y))) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t))) 1)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (+ (* -1 (/ (- z 1) (* t y))) (+ (* -1/2 (/ (- z 1) (* t (pow y 2)))) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)))) 1)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (+ (* -1 (/ (- z 1) (* t y))) (+ (* -1/2 (/ (- z 1) (* t (pow y 2)))) (+ (* -1/3 (/ (- z 1) (* t (pow y 3)))) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t))))) 1)
(* -1/4 (* y (- z 1)))
(* y (+ (* -1/3 (/ (- z 1) y)) (* -1/4 (- z 1))))
(* (+ (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)))))
(* -1/4 y)
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(* -1 (log (/ 1 y)))
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(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))
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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))))
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(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
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(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
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(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (* 1/2 (/ 1 y))) y)))
(+ (* -1 (log (/ -1 y))) (* -1 (/ (+ 1 (+ (/ 1/3 (pow y 2)) (* 1/2 (/ 1 y)))) y)))
(* t (- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1))
(+ (* -1 (/ (* t (- (/ z t) (/ 1 t))) y)) (* t (- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1)))
(+ (* -1 (/ (+ (* 1/2 (/ (- z 1) y)) (* t (- (/ z t) (/ 1 t)))) y)) (* t (- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1)))
(+ (* -1 (/ (+ (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y)) (* t (- (/ z t) (/ 1 t)))) y)) (* t (- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1)))
(- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1)
(- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (+ (* -1 (/ (- (/ z t) (/ 1 t)) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t))) 1)
(- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (+ (* -1 (/ (- (+ (* 1/2 (/ (- z 1) (* t y))) (/ z t)) (/ 1 t)) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t))) 1)
(- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (+ (* -1 (/ (- (+ (* -1 (/ (+ (* -1/2 (/ (- z 1) t)) (* -1/3 (/ (- z 1) (* t y)))) y)) (/ z t)) (/ 1 t)) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t))) 1)
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(* -1 (* (log (/ -1 y)) (- z 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* -1 (/ (- z 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))))
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(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
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(* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1))
(+ (* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)) (* z (log (- 1 y))))
(- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)
(- (+ (* -1 (/ (log (- 1 y)) t)) (+ (/ (* z (log (- 1 y))) t) (/ (* (log y) (- x 1)) t))) 1)
(- (/ z t) (/ 1 t))
(* -1 (- (* -1/4 y) 1/3))
(+ (* -1 (- (* -1/4 y) 1/3)) (* z (- (* -1/4 y) 1/3)))
(* -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)) (/ (* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)) z)))
(/ (* z (log (- 1 y))) t)
(* z (- (+ (* -1 (/ (log (- 1 y)) (* t z))) (+ (/ (log (- 1 y)) t) (/ (* (log y) (- x 1)) (* t z)))) (/ 1 z)))
(/ z t)
(* z (- (/ 1 t) (/ 1 (* t z))))
(* z (- (* -1/4 y) 1/3))
(* z (- (+ (* -1 (/ (- (* -1/4 y) 1/3) z)) (* -1/4 y)) 1/3))
(* 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))) (* -1 (/ (* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)) z)))))
(* -1 (* z (+ (* -1 (/ (log (- 1 y)) t)) (* -1 (/ (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1) z)))))
(* -1 (* z (- (/ 1 (* t z)) (/ 1 t))))
(* -1 (* z (- (+ (* -1 (- (* -1/4 y) 1/3)) (* -1/4 (/ y z))) (* 1/3 (/ 1 z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (/ (log (- 1 y)) z))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* -1 t)
(/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)
(/ (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) t)
(/ (- z 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))
(- (+ (/ (* (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)) (* -1 (/ (* (log (- 1 y)) (- z 1)) t))))))
(- (* -1 (/ (+ (* -1 (* (log y) (- x 1))) (* -1 (* (log (- 1 y)) (- z 1)))) t)) 1)
Calls

12 calls:

TimeVariablePointExpression
48.0ms
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) (- (+ (* (- 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)))) (/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (- z 1) t) (* (+ (* -1/4 y) -1/3) (- z 1)) (* (- z 1) (log (- 1 y))) (+ (* -1/4 y) -1/3) (log y) (* (- z 1) (log (- 1 y))) (+ (* (/ (- x 1) t) (log y)) -1) (/ (- x 1) t))
11.0ms
x
@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) (- (+ (* (- 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)))) (/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (- z 1) t) (* (+ (* -1/4 y) -1/3) (- z 1)) (* (- z 1) (log (- 1 y))) (+ (* -1/4 y) -1/3) (log y) (* (- z 1) (log (- 1 y))) (+ (* (/ (- x 1) t) (log y)) -1) (/ (- x 1) t))
9.0ms
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) (- (+ (* (- 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)))) (/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (- z 1) t) (* (+ (* -1/4 y) -1/3) (- z 1)) (* (- z 1) (log (- 1 y))) (+ (* -1/4 y) -1/3) (log y) (* (- z 1) (log (- 1 y))) (+ (* (/ (- x 1) t) (log y)) -1) (/ (- x 1) t))
8.0ms
t
@-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) (- (+ (* (- 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)))) (/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (- z 1) t) (* (+ (* -1/4 y) -1/3) (- z 1)) (* (- z 1) (log (- 1 y))) (+ (* -1/4 y) -1/3) (log y) (* (- z 1) (log (- 1 y))) (+ (* (/ (- x 1) t) (log y)) -1) (/ (- x 1) t))
8.0ms
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) (- (+ (* (- 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)))) (/ (log y) (/ 1 (- x 1))) (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) (log (- 1 y)) (- (+ (/ (log y) (/ 1 (- x 1))) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (/ (- z 1) t) (* (+ (* -1/4 y) -1/3) (- z 1)) (* (- z 1) (log (- 1 y))) (+ (* -1/4 y) -1/3) (log y) (* (- z 1) (log (- 1 y))) (+ (* (/ (- x 1) t) (log y)) -1) (/ (- x 1) t))

simplify196.0ms (1.4%)

Memory
18.8MiB live, 259.0MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04663317
114513039
246612848
089722636
Stop Event
1×iter limit
1×node limit
Counts
169 → 168
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)
(* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(+ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) (* x (log y)))
(- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)
(- (+ (* -1 (/ (log y) t)) (+ (/ (* x (log y)) t) (/ (* (log (- 1 y)) (- z 1)) t))) 1)
(- (* -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))))
(* 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)))
(* x (+ (log y) (/ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) x)))
(/ (* x (log y)) t)
(* x (- (+ (* -1 (/ (log y) (* t x))) (+ (/ (log y) t) (/ (* (log (- 1 y)) (- z 1)) (* t x)))) (/ 1 x)))
(* 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))) 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)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) x)))))
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1) 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))
(+ (* -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))
(* t (- (/ (* (log y) (- x 1)) t) 1))
(+ (* -1 (* y (- z 1))) (* t (- (/ (* (log y) (- x 1)) t) 1)))
(+ (* t (- (/ (* (log y) (- x 1)) t) 1)) (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))))
(+ (* t (- (/ (* (log y) (- x 1)) t) 1)) (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))))
(- (/ (* (log y) (- x 1)) t) 1)
(- (+ (* -1 (/ (* y (- z 1)) t)) (/ (* (log y) (- x 1)) t)) 1)
(- (+ (* y (+ (* -1 (/ (- z 1) t)) (* -1/2 (/ (* y (- z 1)) t)))) (/ (* (log y) (- x 1)) t)) 1)
(- (+ (* y (+ (* -1 (/ (- z 1) t)) (* y (+ (* -1/2 (/ (- z 1) t)) (* -1/3 (/ (* y (- z 1)) t)))))) (/ (* (log y) (- x 1)) t)) 1)
(* -1/3 (- z 1))
(+ (* -1/3 (- z 1)) (* -1/4 (* y (- z 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)))))))))
-1/3
(- (* -1/4 y) 1/3)
(log y)
(+ (* -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))
(* t (- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)) 1))
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(/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)
(/ (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) t)
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(/ (+ (* -1 t) (* (log y) (- x 1))) t)
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(fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (-.f64 (/.f64 #s(literal -1 binary64) y) (log.f64 (/.f64 #s(literal -1 binary64) y))) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) #s(literal -1 binary64)))
(- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (+ (* -1 (/ (- (+ (* 1/2 (/ (- z 1) (* t y))) (/ z t)) (/ 1 t)) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t))) 1)
(fma.f64 #s(literal -1 binary64) (fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 (-.f64 z #s(literal 1 binary64)) t) (/.f64 (*.f64 (+.f64 (/.f64 #s(literal 1/2 binary64) y) #s(literal 1 binary64)) (/.f64 (-.f64 z #s(literal 1 binary64)) t)) y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) #s(literal -1 binary64)))
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(+ (* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)) (* z (log (- 1 y))))
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(- (/ z t) (/ 1 t))
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(+ (* -1 (- (* -1/4 y) 1/3)) (* z (- (* -1/4 y) 1/3)))
(*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64)))
(* -1 (log (- 1 y)))
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(*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))
(* z (log (- 1 y)))
(*.f64 (log1p.f64 (neg.f64 y)) z)
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(*.f64 (+.f64 (/.f64 (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(*.f64 (+.f64 (/.f64 (-.f64 (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(* z (+ (log (- 1 y)) (/ (* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)) z)))
(*.f64 (fma.f64 (fma.f64 (/.f64 #s(literal -1 binary64) t) (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (log1p.f64 (neg.f64 y))) #s(literal -1 binary64)) (/.f64 t z) (log1p.f64 (neg.f64 y))) z)
(/ (* z (log (- 1 y))) t)
(*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))
(* z (- (+ (* -1 (/ (log (- 1 y)) (* t z))) (+ (/ (log (- 1 y)) t) (/ (* (log y) (- x 1)) (* t z)))) (/ 1 z)))
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(/ z t)
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(*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) z)
(* z (- (+ (* -1 (/ (- (* -1/4 y) 1/3) z)) (* -1/4 y)) 1/3))
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(* z (+ (log (- 1 y)) (* -1 (/ (log (- 1 y)) z))))
(*.f64 (-.f64 (log1p.f64 (neg.f64 y)) (/.f64 (log1p.f64 (neg.f64 y)) z)) z)
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(*.f64 (+.f64 (/.f64 (fma.f64 (/.f64 #s(literal -1 binary64) t) (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) (log1p.f64 (neg.f64 y))) #s(literal -1 binary64)) z) (/.f64 (log1p.f64 (neg.f64 y)) t)) z)
(* -1 (* z (- (/ 1 (* t z)) (/ 1 t))))
(*.f64 (-.f64 (/.f64 #s(literal 1 binary64) t) (/.f64 (/.f64 #s(literal 1 binary64) z) t)) z)
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(*.f64 (-.f64 (fma.f64 #s(literal -1/4 binary64) y (/.f64 (fma.f64 #s(literal 1/4 binary64) y #s(literal 1/3 binary64)) z)) #s(literal 1/3 binary64)) z)
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(*.f64 (-.f64 (log1p.f64 (neg.f64 y)) (/.f64 (log1p.f64 (neg.f64 y)) z)) z)
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(* -1 t)
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(/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)
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(/ (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) t)
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(/ (+ (* -1 t) (* (log y) (- x 1))) t)
(fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))
(/ (- x 1) t)
(/.f64 (-.f64 x #s(literal 1 binary64)) t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
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(- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1)
(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t))) t)
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(fma.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))) t) t (neg.f64 t))
(* -1 (* t (+ 1 (+ (* -1 (/ (* (log y) (- x 1)) t)) (* -1 (/ (* (log (- 1 y)) (- z 1)) t))))))
(fma.f64 (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)))) t) t (neg.f64 t))
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(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t))) t)

rewrite400.0ms (2.9%)

Memory
0.4MiB live, 236.4MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
052348
088335
1374331
23371331
09782323
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
23 → 494
Calls
Call 1
Inputs
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y)))
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))) t)
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 x #s(literal 1 binary64))
#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)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64))))
(+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
(log.f64 (-.f64 #s(literal 1 binary64) y))
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
(fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64)))
(/.f64 (-.f64 z #s(literal 1 binary64)) t)
(*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64)))
#s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))
(fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64))
(log.f64 y)
(*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #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
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eval437.0ms (3.1%)

Memory
-24.8MiB live, 223.6MiB allocated
Compiler

Compiled 36 442 to 3 475 computations (90.5% saved)

prune53.0ms (0.4%)

Memory
18.5MiB live, 58.3MiB allocated
Pruning

21 alts after pruning (19 fresh and 2 done)

PrunedKeptTotal
New79514809
Fresh5510
Picked325
Done000
Total80321824
Accuracy
100.0%
Counts
824 → 21
Alt Table
Click to see full alt table
StatusAccuracyProgram
79.4%
(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (*.f64 (pow.f64 (-.f64 x #s(literal -1 binary64)) #s(literal -1 binary64)) (log.f64 y)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
54.7%
(/.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 x #s(literal -1 binary64)) (*.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 x #s(literal -1 binary64))))
▶99.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
▶88.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))) t)
68.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
88.6%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (neg.f64 (log.f64 y)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))) t)
88.6%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (log.f64 y)))) t)
▶69.2%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))) t)
54.6%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.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)))) (log.f64 y))) t)
✓88.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
61.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64))) (log.f64 y))) t)
48.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
68.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
56.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
▶99.1%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
▶18.0%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
85.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) (fma.f64 (/.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) t) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) #s(literal -1 binary64)))) t))
79.9%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))) t))
24.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 (log.f64 y) t) x)) t))
6.6%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t))
✓36.8%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Compiler

Compiled 1 384 to 929 computations (32.9% saved)

simplify185.0ms (1.3%)

Memory
1.3MiB live, 157.9MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
cost-diff0
(log.f64 y)
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))) t)
cost-diff1
(fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))
cost-diff0
(*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y)))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))) t)
cost-diff5
(/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64)))
cost-diff0
(log.f64 y)
cost-diff0
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))
cost-diff0
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
cost-diff1
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))
cost-diff0
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
cost-diff1
(-.f64 #s(literal 0 binary64) (*.f64 t t))
cost-diff2
(+.f64 #s(literal 0 binary64) t)
cost-diff4
(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
cost-diff0
(-.f64 #s(literal 1 binary64) z)
cost-diff0
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
043356
069344
1124344
2260336
3744316
42285316
54998316
67746316
08606297
Stop Event
1×iter limit
1×node limit
1×iter limit
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(-.f64 #s(literal 1 binary64) z)
#s(literal 1 binary64)
z
y
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(-.f64 x #s(literal 1 binary64))
x
(log.f64 y)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
(-.f64 #s(literal 0 binary64) (*.f64 t t))
#s(literal 0 binary64)
(*.f64 t t)
t
(+.f64 #s(literal 0 binary64) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y t)
(-.f64 z #s(literal 1 binary64))
z
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y)))
(*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))
(/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64)))
(fma.f64 x x #s(literal -1 binary64))
x
#s(literal -1 binary64)
(-.f64 x #s(literal -1 binary64))
(log.f64 y)
y
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y))))
(fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))
x
(log.f64 y)
y
(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) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (neg.f64 z) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (neg.f64 z) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(fma.f64 (neg.f64 z) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
(-.f64 #s(literal 1 binary64) z)
#s(literal 1 binary64)
z
y
(*.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
(log.f64 y)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
(neg.f64 t)
(-.f64 #s(literal 0 binary64) (*.f64 t t))
(*.f64 (neg.f64 t) t)
#s(literal 0 binary64)
(*.f64 t t)
t
(+.f64 #s(literal 0 binary64) t)
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (-.f64 y (fma.f64 z y t))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (-.f64 y (fma.f64 z y t)))
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))
(-.f64 y (fma.f64 z y t))
(fma.f64 (-.f64 z #s(literal 1 binary64)) y t)
(-.f64 z #s(literal 1 binary64))
z
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y)))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64)))
(-.f64 x #s(literal 1 binary64))
(fma.f64 x x #s(literal -1 binary64))
x
#s(literal -1 binary64)
(-.f64 x #s(literal -1 binary64))
(log.f64 y)
y
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 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 x (log.f64 y) (neg.f64 (log.f64 y))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
x
(log.f64 y)
y
(neg.f64 (log.f64 y))
t

localize288.0ms (2.1%)

Memory
-9.6MiB live, 232.4MiB allocated
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
accuracy0.0
(neg.f64 (log.f64 y))
accuracy0.0
(log.f64 y)
accuracy0.1015625
(fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))
accuracy10.31679098097941
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y))))
accuracy0.0
(log.f64 y)
accuracy0.109375
(*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))
accuracy10.31679098097941
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y)))
accuracy13.08364781427009
(/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64)))
accuracy0.0
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))
accuracy0.0
(log.f64 y)
accuracy0.08984375
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))
accuracy0.5161197536649069
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
accuracy0.0
(+.f64 #s(literal 0 binary64) t)
accuracy0.0
(*.f64 t t)
accuracy30.412781074047388
(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
accuracy40.47263810941775
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
accuracy0.0
(log.f64 y)
accuracy0.0078125
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
accuracy0.109375
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
accuracy0.6900545966969045
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
Samples
89.0ms84×1valid
84.0ms172×0valid
Compiler

Compiled 279 to 38 computations (86.4% saved)

Precisions
Click to see histograms. Total time spent on operations: 116.0ms
ival-mult: 46.0ms (39.7% of total)
ival-log: 20.0ms (17.3% of total)
ival-div: 19.0ms (16.4% of total)
ival-sub: 11.0ms (9.5% of total)
ival-add: 9.0ms (7.8% of total)
adjust: 7.0ms (6% of total)
ival-neg: 3.0ms (2.6% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series122.0ms (0.9%)

Memory
22.5MiB live, 95.6MiB allocated
Counts
22 → 116
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(-.f64 #s(literal 1 binary64) z)
(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
(+.f64 #s(literal 0 binary64) t)
(-.f64 #s(literal 0 binary64) (*.f64 t t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))
(log.f64 y)
(/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y)))
(*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))
(fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y))))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(*.f64 t t)
(neg.f64 (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)) (* y (- 1 z)))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (- 1 z))))
(- (* -1 (log y)) (+ t (* y (- z 1))))
(- (+ (* -1 (log y)) (* x (log y))) (+ t (* y (- z 1))))
-1
(- x 1)
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
(- (* x (log y)) (log y))
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (- 1 z)) x))))
(* x (- (+ (log y) (* -1 (/ (log y) x))) (+ (/ t x) (/ (* y (- z 1)) x))))
x
(* x (- 1 (/ 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)) (* y (- 1 z))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 (log y)) (+ t (* y (- z 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -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)
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(+ (* y (- 1 z)) (* (log y) (- x 1)))
(* -1 t)
(- (* y (- 1 z)) t)
(- (+ (* y (- 1 z)) (* (log y) (- x 1))) t)
(log y)
(/ (* (log y) (- (pow x 2) 1)) (+ 1 x))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(* y (- 1 z))
(* y (- (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))) z))
(* y (- (+ 1 (* -1 (/ t y))) z))
(* y (- (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))) (+ z (/ t y))))
(* -1 (log (/ 1 y)))
(* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x)))
(- (* -1 (* x (log (/ 1 y)))) (* -1 (log (/ 1 y))))
(* -1 (* (log (/ 1 y)) (- x 1)))
(log (/ 1 y))
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* 1/2 (/ (- z 1) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- (+ z (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y))) 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))))
(* -1 (* y (+ (* -1 (- 1 z)) (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y)))))
(* -1 (* y (- z 1)))
(* -1 (* y (- (/ t y) (* -1 (- z 1)))))
(* -1 (* y (- (* -1 (/ (- (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t) y)) (* -1 (- z 1)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x))
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) (+ (log -1) (* -1 (log (/ -1 y)))))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* -1 (+ (log -1) (* -1 (log (/ -1 y)))))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ y (* (log y) (- x 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
1
(+ 1 (* -1 z))
(* -1 (+ t (* -1 y)))
(- (* -1 (* y z)) (+ t (* -1 y)))
(- (* (log y) (- x 1)) (+ t (* -1 y)))
(- (+ (* -1 (* y z)) (* (log y) (- x 1))) (+ t (* -1 y)))
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* -1 (* y z))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* -1 z)
(* z (- (/ 1 z) 1))
(* z (- (* -1 (/ (+ t (* -1 y)) z)) y))
(* z (- (/ (* (log y) (- x 1)) z) (+ y (+ (* -1 (/ y z)) (/ t z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (- 1 (/ 1 z))))
(* -1 (* z (- (+ (* -1 (/ y z)) (/ t z)) (* -1 y))))
(* -1 (* z (- (* -1 (/ (- (* (log y) (- x 1)) (+ t (* -1 y))) z)) (* -1 y))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
t
(* -1 (pow t 2))
(- (* -1 t) (* y (- z 1)))
(- (* (log y) (- x 1)) (* y (- z 1)))
(- (+ (* -1 t) (* (log y) (- x 1))) (* y (- z 1)))
(pow t 2)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (* -1 (/ (* y (- z 1)) t)) 1))
(* t (- (/ (* (log y) (- x 1)) t) (+ 1 (/ (* y (- z 1)) t))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (/ (* y (- z 1)) t))))
(* -1 (* t (+ 1 (* -1 (/ (- (* (log y) (- x 1)) (* y (- z 1))) t)))))
Calls

12 calls:

TimeVariablePointExpression
39.0ms
y
@0
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg (+ (* (- z 1) y) t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (log y) (/ (+ (* x x) -1) (- x -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (/ (+ (* x x) -1) (- x -1)) (log y)) (+ (* x (log y)) (neg (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- x 1) (log y)) (* t t) (neg (log y)))
32.0ms
z
@inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg (+ (* (- z 1) y) t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (log y) (/ (+ (* x x) -1) (- x -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (/ (+ (* x x) -1) (- x -1)) (log y)) (+ (* x (log y)) (neg (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- x 1) (log y)) (* t t) (neg (log y)))
9.0ms
y
@-inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg (+ (* (- z 1) y) t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (log y) (/ (+ (* x x) -1) (- x -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (/ (+ (* x x) -1) (- x -1)) (log y)) (+ (* x (log y)) (neg (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- x 1) (log y)) (* t t) (neg (log y)))
9.0ms
y
@inf
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg (+ (* (- z 1) y) t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (log y) (/ (+ (* x x) -1) (- x -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (/ (+ (* x x) -1) (- x -1)) (log y)) (+ (* x (log y)) (neg (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- x 1) (log y)) (* t t) (neg (log y)))
5.0ms
x
@0
((- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (- 1 z) (/ (- 0 (* t t)) (+ 0 t)) (+ 0 t) (- 0 (* t t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg (+ (* (- z 1) y) t)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (log y) (/ (+ (* x x) -1) (- x -1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (/ (+ (* x x) -1) (- x -1)) (log y)) (+ (* x (log y)) (neg (log y))) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (- x 1) (log y)) (* t t) (neg (log y)))

simplify207.0ms (1.5%)

Memory
-11.2MiB live, 151.2MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03141784
110371653
233081574
086681474
Stop Event
1×iter limit
1×node limit
Counts
116 → 114
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 (- 1 z)))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (- 1 z))))
(- (* -1 (log y)) (+ t (* y (- z 1))))
(- (+ (* -1 (log y)) (* x (log y))) (+ t (* y (- z 1))))
-1
(- x 1)
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
(- (* x (log y)) (log y))
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (- 1 z)) x))))
(* x (- (+ (log y) (* -1 (/ (log y) x))) (+ (/ t x) (/ (* y (- z 1)) x))))
x
(* x (- 1 (/ 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)) (* y (- 1 z))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 (log y)) (+ t (* y (- z 1)))) x)))))
(* -1 (* x (- (/ 1 x) 1)))
(* -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)
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(+ (* y (- 1 z)) (* (log y) (- x 1)))
(* -1 t)
(- (* y (- 1 z)) t)
(- (+ (* y (- 1 z)) (* (log y) (- x 1))) t)
(log y)
(/ (* (log y) (- (pow x 2) 1)) (+ 1 x))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
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(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))))
(* y (- 1 z))
(* y (- (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))) z))
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(* -1 (log (/ 1 y)))
(* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x)))
(- (* -1 (* x (log (/ 1 y)))) (* -1 (log (/ 1 y))))
(* -1 (* (log (/ 1 y)) (- x 1)))
(log (/ 1 y))
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(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
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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)
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))
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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))))
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(* -1 (* y (+ (* -1 (- 1 z)) (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y)))))
(* -1 (* y (- z 1)))
(* -1 (* y (- (/ t y) (* -1 (- z 1)))))
(* -1 (* y (- (* -1 (/ (- (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t) y)) (* -1 (- z 1)))))
(+ (log -1) (* -1 (log (/ -1 y))))
(/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x))
(- (* x (+ (log -1) (* -1 (log (/ -1 y))))) (+ (log -1) (* -1 (log (/ -1 y)))))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* -1 (+ (log -1) (* -1 (log (/ -1 y)))))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ y (* (log y) (- x 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
1
(+ 1 (* -1 z))
(* -1 (+ t (* -1 y)))
(- (* -1 (* y z)) (+ t (* -1 y)))
(- (* (log y) (- x 1)) (+ t (* -1 y)))
(- (+ (* -1 (* y z)) (* (log y) (- x 1))) (+ t (* -1 y)))
(* z (log (- 1 y)))
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(* -1 (* y z))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* -1 z)
(* z (- (/ 1 z) 1))
(* z (- (* -1 (/ (+ t (* -1 y)) z)) y))
(* z (- (/ (* (log y) (- x 1)) z) (+ y (+ (* -1 (/ y z)) (/ t z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (- 1 (/ 1 z))))
(* -1 (* z (- (+ (* -1 (/ y z)) (/ t z)) (* -1 y))))
(* -1 (* z (- (* -1 (/ (- (* (log y) (- x 1)) (+ t (* -1 y))) z)) (* -1 y))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
t
(* -1 (pow t 2))
(- (* -1 t) (* y (- z 1)))
(- (* (log y) (- x 1)) (* y (- z 1)))
(- (+ (* -1 t) (* (log y) (- x 1))) (* y (- z 1)))
(pow t 2)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(* t (- (* -1 (/ (* y (- z 1)) t)) 1))
(* t (- (/ (* (log y) (- x 1)) t) (+ 1 (/ (* y (- z 1)) t))))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(* -1 (* t (+ 1 (/ (* y (- z 1)) t))))
(* -1 (* t (+ 1 (* -1 (/ (- (* (log y) (- x 1)) (* y (- z 1))) t)))))
Outputs
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (+.f64 (log.f64 y) t)))
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+ (* -1 (log y)) (* y (- 1 z)))
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (- 1 z))))
(fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
(- (* -1 (log y)) (+ t (* y (- z 1))))
(-.f64 (fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 t)) (log.f64 y))
(- (+ (* -1 (log y)) (* x (log y))) (+ t (* y (- z 1))))
(fma.f64 (neg.f64 z) y (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) t))
-1
#s(literal -1 binary64)
(- x 1)
(-.f64 x #s(literal 1 binary64))
(* -1 (log y))
(neg.f64 (log.f64 y))
(+ (* -1 (log y)) (* x (log y)))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(- (* x (log y)) (log y))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(* 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 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (+.f64 (log.f64 y) t))) x) (log.f64 y)) x)
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(*.f64 (+.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) x) (log.f64 y)) x)
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (- 1 z)) x))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x) (log.f64 y)))
(* x (- (+ (log y) (* -1 (/ (log y) x))) (+ (/ t x) (/ (* y (- z 1)) x))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (+.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) t) x) (log.f64 y)))
x
(* x (- 1 (/ 1 x)))
(-.f64 x #s(literal 1 binary64))
(* x (+ (log y) (* -1 (/ (log y) x))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t) x)))))
(*.f64 (+.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (+.f64 (log.f64 y) t))) x) (log.f64 y)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) x)))))
(*.f64 (+.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y))) x) (log.f64 y)) x)
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- 1 z))) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) x) (log.f64 y)))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (- (* -1 (log y)) (+ t (* y (- z 1)))) x)))))
(*.f64 (neg.f64 x) (-.f64 (/.f64 (+.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y)) t) x) (log.f64 y)))
(* -1 (* x (- (/ 1 x) 1)))
(-.f64 x #s(literal 1 binary64))
(* -1 (* x (+ (* -1 (log y)) (/ (log y) x))))
(*.f64 (-.f64 (log.f64 y) (/.f64 (log.f64 y) x)) x)
(- (* (log y) (- x 1)) t)
(neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t))
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(fma.f64 (neg.f64 z) y (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) t))
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64))) y (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(fma.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(* (log y) (- x 1))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(fma.f64 (fma.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) (fma.f64 #s(literal -1/3 binary64) y #s(literal -1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+ (* y (- 1 z)) (* (log y) (- x 1)))
(fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
(* -1 t)
(neg.f64 t)
(- (* y (- 1 z)) t)
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 t))
(- (+ (* y (- 1 z)) (* (log y) (- x 1))) t)
(fma.f64 (neg.f64 z) y (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) t))
(log y)
(log.f64 y)
(/ (* (log y) (- (pow x 2) 1)) (+ 1 x))
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))) t)
(fma.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))) t)
(fma.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1 binary64) y) (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y))) (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))) t)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) (+.f64 (/.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64)) (fma.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t))))
(- (+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))))) t)
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (-.f64 (fma.f64 (/.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) y) (+.f64 (/.f64 #s(literal -1/3 binary64) y) #s(literal -1/2 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1 binary64) y) (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y))))) t))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)))
(fma.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+ (* -1 (* (log (/ 1 y)) (- x 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1))))
(fma.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1 binary64) y) (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y))) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+ (* -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)))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) (+.f64 (/.f64 #s(literal -1/2 binary64) y) #s(literal -1 binary64)) (*.f64 (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y)) (-.f64 z #s(literal 1 binary64)))))
(+ (* -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))))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (fma.f64 (/.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) y) y) (+.f64 (/.f64 #s(literal -1/3 binary64) y) #s(literal -1/2 binary64)) (*.f64 (-.f64 z #s(literal 1 binary64)) (+.f64 (/.f64 #s(literal -1 binary64) y) (+.f64 (log.f64 #s(literal -1 binary64)) (log.f64 y))))))
(* y (- 1 z))
(*.f64 (-.f64 #s(literal 1 binary64) z) y)
(* y (- (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))) z))
(*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (-.f64 #s(literal 1 binary64) z)) y)
(* y (- (+ 1 (* -1 (/ t y))) z))
(*.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 t y)) z) y)
(* y (- (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))) (+ z (/ t y))))
(*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) y) (log.f64 y) (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 t y)) z)) y)
(* -1 (log (/ 1 y)))
(log.f64 y)
(* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x)))
(/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))
(- (* -1 (* x (log (/ 1 y)))) (* -1 (log (/ 1 y))))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(* -1 (* (log (/ 1 y)) (- x 1)))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log (/ 1 y))
(neg.f64 (log.f64 y))
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (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)) (fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 #s(literal 1 binary64) z) (neg.f64 t)))
(- (+ (* -1 (* (log (/ -1 y)) (- z 1))) (+ (* -1 (/ (- z 1) y)) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))) t)
(fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 #s(literal 1 binary64) z) (fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (-.f64 x #s(literal 1 binary64)) (-.f64 (/.f64 (-.f64 #s(literal 1 binary64) z) y) 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)
(-.f64 (fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 #s(literal 1 binary64) z) (fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (-.f64 x #s(literal 1 binary64)) (/.f64 (fma.f64 (fma.f64 #s(literal 1/2 binary64) (/.f64 (-.f64 z #s(literal 1 binary64)) y) z) #s(literal -1 binary64) #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)
(-.f64 (fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 #s(literal 1 binary64) z) (fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (-.f64 x #s(literal 1 binary64)) (/.f64 (+.f64 (/.f64 (fma.f64 #s(literal 1/3 binary64) (/.f64 (-.f64 #s(literal 1 binary64) z) y) (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y) (-.f64 #s(literal 1 binary64) z)) y))) t)
(+ (* -1 (* (log (/ -1 y)) (- z 1))) (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)))
(fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (-.f64 x #s(literal 1 binary64)) (*.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 #s(literal 1 binary64) z)))
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(fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (-.f64 #s(literal 1 binary64) z) (fma.f64 (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (-.f64 x #s(literal 1 binary64)) (/.f64 (+.f64 (/.f64 (fma.f64 #s(literal 1/3 binary64) (/.f64 (-.f64 #s(literal 1 binary64) z) y) (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y) (-.f64 #s(literal 1 binary64) z)) y)))
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(*.f64 (-.f64 (-.f64 #s(literal 1 binary64) (/.f64 t y)) z) y)
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(- (* (log y) (- x 1)) (+ t (* -1 y)))
(-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) t)
(- (+ (* -1 (* y z)) (* (log y) (- x 1))) (+ t (* -1 y)))
(fma.f64 (neg.f64 z) y (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) t))
(* z (log (- 1 y)))
(*.f64 (log1p.f64 (neg.f64 y)) z)
(* z (- (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))) (/ t z)))
(*.f64 (+.f64 (/.f64 (-.f64 (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(*.f64 (+.f64 (/.f64 (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(* -1 (* y z))
(*.f64 (neg.f64 z) y)
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) z) (log.f64 y) (-.f64 (/.f64 y z) y)) z)
(* -1 z)
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(*.f64 (+.f64 (/.f64 (-.f64 (neg.f64 (fma.f64 (-.f64 #s(literal 1 binary64) x) (log.f64 y) t)) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(*.f64 (+.f64 (/.f64 (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)))
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(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
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t
(* -1 (pow t 2))
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(*.f64 (-.f64 (/.f64 (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)) t) #s(literal 1 binary64)) t)

rewrite348.0ms (2.5%)

Memory
18.6MiB live, 336.4MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
043309
069302
1324269
22852269
08317253
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
22 → 1 474
Calls
Call 1
Inputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
(fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(-.f64 #s(literal 1 binary64) z)
(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t))
(+.f64 #s(literal 0 binary64) t)
(-.f64 #s(literal 0 binary64) (*.f64 t t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
(neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t)))
(log.f64 y)
(/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y)))
(*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))
(fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y))))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(*.f64 t t)
(neg.f64 (log.f64 y))
Outputs
(*.f64 (-.f64 (pow.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 #s(literal 1 binary64) z) y))) #s(literal 2 binary64)) (*.f64 t t)) (pow.f64 (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) #s(literal -1 binary64)))
(*.f64 (-.f64 (pow.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 #s(literal 1 binary64) z) y))) #s(literal 3 binary64)) (pow.f64 t #s(literal 3 binary64))) (pow.f64 (fma.f64 t (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) (pow.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 #s(literal 1 binary64) z) y))) #s(literal 2 binary64))) #s(literal -1 binary64)))
(pow.f64 (/.f64 (+.f64 t #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) (-.f64 (pow.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 #s(literal 1 binary64) z) y))) #s(literal 2 binary64)) (*.f64 t t))) #s(literal -1 binary64))
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(neg.f64 (*.f64 (neg.f64 t) t))
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(fma.f64 (*.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))
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(neg.f64 (log.f64 (/.f64 y #s(literal 1 binary64))))
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(-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (neg.f64 y)))
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eval163.0ms (1.2%)

Memory
6.3MiB live, 311.4MiB allocated
Compiler

Compiled 48 862 to 4 285 computations (91.2% saved)

prune56.0ms (0.4%)

Memory
-17.8MiB live, 148.5MiB allocated
Pruning

38 alts after pruning (34 fresh and 4 done)

PrunedKeptTotal
New1 279251 304
Fresh5914
Picked325
Done022
Total1 287381 325
Accuracy
100.0%
Counts
1 325 → 38
Alt Table
Click to see full alt table
StatusAccuracyProgram
54.7%
(/.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 x #s(literal -1 binary64)) (*.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 x #s(literal -1 binary64))))
✓88.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))) t)
68.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64)))) t)
88.6%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (neg.f64 (log.f64 y)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))) t)
88.6%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (log.f64 y)))) t)
69.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (*.f64 (pow.f64 (-.f64 x #s(literal -1 binary64)) #s(literal -1 binary64)) (log.f64 y)))) t)
✓69.2%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))) t)
63.2%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal -1 binary64))) (fma.f64 x x (fma.f64 #s(literal -1 binary64) x #s(literal 1 binary64))))) t)
✓88.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
▶88.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
48.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
68.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
47.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
▶47.2%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
66.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
▶56.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
64.6%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (neg (+ (* (- z 1) y) t)) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
▶11.6%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
9.0%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
17.9%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
15.7%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
17.9%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
9.2%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
15.7%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
18.0%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
36.7%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
36.7%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
9.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
18.0%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
17.9%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
13.8%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
33.4%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
85.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) (fma.f64 (/.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) t) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) #s(literal -1 binary64)))) t))
79.9%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))) t))
24.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 (log.f64 y) t) x)) t))
▶6.6%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t))
✓36.8%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
64.6%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))))
Compiler

Compiled 2 414 to 1 648 computations (31.7% saved)

simplify122.0ms (0.9%)

Memory
0.4MiB live, 153.7MiB allocated
Algorithm
1×egg-herbie
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
cost-diff0
(*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))
cost-diff0
#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t)))
cost-diff0
(*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t)
cost-diff0
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t))
cost-diff0
(neg.f64 (log.f64 y))
cost-diff0
#s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
cost-diff2
(+.f64 #s(literal 0 binary64) t)
cost-diff2
(/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t))
cost-diff4
(*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t))
cost-diff4
(/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t))
cost-diff0
(*.f64 (neg.f64 z) y)
cost-diff0
#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
cost-diff0
(*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
cost-diff0
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))))
cost-diff0
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
cost-diff8
(*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
063482
088444
1165440
2416412
31386388
43235388
08351371
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)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))))
(*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
(*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
(/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)))
#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
(neg.f64 z)
z
y
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
(/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t))
(/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t))
(*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t))
(neg.f64 t)
t
(*.f64 (neg.f64 t) t)
(+.f64 #s(literal 0 binary64) t)
#s(literal 0 binary64)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y))))
#s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))
(neg.f64 (log.f64 y))
(log.f64 y)
y
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t))
(*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t)
#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t)))
(*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(/.f64 z t)
z
t
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))))
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
(*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))
(*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
(/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(log.f64 y)
y
(-.f64 x #s(literal 1 binary64))
x
#s(literal 1 binary64)
t
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)))
#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
(neg.f64 z)
z
y
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t))
(neg.f64 t)
(/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t))
(*.f64 t (neg.f64 t))
(*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t))
(pow.f64 t #s(literal 3 binary64))
(neg.f64 t)
t
(*.f64 (neg.f64 t) t)
(*.f64 t (neg.f64 t))
(+.f64 #s(literal 0 binary64) t)
t
#s(literal 0 binary64)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y))))
#s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))
(neg.f64 (log.f64 y))
(log.f64 y)
y
t
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 t #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y))))))
(*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t)
(*.f64 t #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y)))))
#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t)))
#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y))))
(*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))
(*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y)))
(log1p.f64 (neg.f64 y))
(neg.f64 y)
y
(/.f64 z t)
z
t

localize216.0ms (1.5%)

Memory
5.8MiB live, 329.0MiB allocated
Localize:

Found 20 expressions of interest:

NewMetricScoreProgram
accuracy0.0
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t))
accuracy3.7018940758929126
(*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))
accuracy9.115693654456042
(*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t)
accuracy55.07104335444868
#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t)))
accuracy0.0
(neg.f64 (log.f64 y))
accuracy0.0
(log.f64 y)
accuracy10.31679098097941
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y))))
accuracy30.997424069268703
#s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))
accuracy0.0703125
(*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t))
accuracy10.386533627579967
(/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t))
accuracy30.412781074047388
(/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t))
accuracy40.47263810941775
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
accuracy0.0
(*.f64 (neg.f64 z) y)
accuracy0.0
(neg.f64 z)
accuracy0.6900545966969045
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)))
accuracy52.00038386410394
#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))
accuracy0.109375
(*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
accuracy0.15625
(/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
accuracy0.16796875
(*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
accuracy10.31679098097941
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))))
Samples
95.0ms84×1valid
77.0ms172×0valid
Compiler

Compiled 321 to 49 computations (84.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 131.0ms
ival-log: 53.0ms (40.5% of total)
ival-mult: 29.0ms (22.1% of total)
ival-div: 13.0ms (9.9% of total)
ival-add: 12.0ms (9.2% of total)
ival-sub: 9.0ms (6.9% of total)
adjust: 7.0ms (5.3% of total)
ival-neg: 4.0ms (3.1% of total)
ival-log1p: 2.0ms (1.5% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

series249.0ms (1.8%)

Memory
22.4MiB live, 337.6MiB allocated
Counts
24 → 151
Calls
Call 1
Inputs
(*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))))
(*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)))
#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
(/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t))
(*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t))
(/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t))
(+.f64 #s(literal 0 binary64) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y))))
#s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))
(neg.f64 (log.f64 y))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t))
(*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t)
#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t)))
(*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))
(/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(neg.f64 z)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
(log.f64 y)
Outputs
(log y)
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
(+ (* -1 (log y)) (* y (- 1 z)))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (- 1 z))))
(* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(+ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) (* x (log y)))
(- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)
(- (+ (* -1 (/ (log y) t)) (+ (/ (* x (log y)) t) (/ (* (log (- 1 y)) (- z 1)) t))) 1)
(+ (* -1 (log y)) (* -1 (* x (log y))))
(+ (* -1 (log y)) (* x (- (* -1 (* x (log y))) (log y))))
(+ (* -1 (log y)) (* x (- (* x (- (* -1 (* x (log y))) (log y))) (log y))))
(* x (log y))
(* x (- (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))) (/ t x)))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* (log (- 1 y)) (- z 1)) x))))
(* x (+ (log y) (* -1 (/ (log y) x))))
(* x (+ (log y) (+ (* -1 (/ (log y) x)) (/ (* y (- 1 z)) x))))
(* x (+ (log y) (/ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) x)))
(/ (* x (log y)) t)
(* x (- (+ (* -1 (/ (log y) (* t x))) (+ (/ (log y) t) (/ (* (log (- 1 y)) (- z 1)) (* t x)))) (/ 1 x)))
(/ (log y) x)
(/ (+ (log y) (/ (log y) x)) x)
(/ (- (+ (log y) (/ (log y) (pow x 2))) (* -1 (/ (log y) x))) x)
(/ (- (+ (log y) (/ (log y) (pow x 3))) (+ (* -1 (/ (log y) x)) (* -1 (/ (log y) (pow x 2))))) 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)) (/ (log y) x))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (+ (* -1 (log y)) (* y (- 1 z))) x)))))
(* -1 (* x (+ (* -1 (log y)) (* -1 (/ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) x)))))
(* -1 (* x (+ (* -1 (/ (log y) t)) (* -1 (/ (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1) x)))))
(* -1 (/ (+ (* -1 (log y)) (* -1 (/ (log y) x))) x))
(* -1 (/ (+ (* -1 (log y)) (* -1 (/ (+ (log y) (/ (log y) x)) x))) x))
(* -1 (/ (+ (* -1 (log y)) (* -1 (/ (+ (log y) (* -1 (/ (+ (* -1 (log y)) (* -1 (/ (log y) x))) x))) x))) x))
(- (* (log y) (- x 1)) t)
(- (+ (* -1 (* y (- z 1))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1))) t)
(- (+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1))) t)
(* (log y) (- x 1))
(+ (* -1 (* y (- z 1))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))) (* (log y) (- x 1)))
(+ (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))) (* (log y) (- x 1)))
(+ (* y (- 1 z)) (* (log y) (- x 1)))
(* -1 (* y z))
(/ (* (log y) (- (pow x 2) 1)) (+ 1 x))
(* t (- (/ (* (log y) (- x 1)) t) 1))
(+ (* -1 (* y (- z 1))) (* t (- (/ (* (log y) (- x 1)) t) 1)))
(+ (* t (- (/ (* (log y) (- x 1)) t) 1)) (* y (+ (* -1 (- z 1)) (* -1/2 (* y (- z 1))))))
(+ (* t (- (/ (* (log y) (- x 1)) t) 1)) (* y (+ (* -1 (- z 1)) (* y (+ (* -1/2 (- z 1)) (* -1/3 (* y (- z 1))))))))
(- (/ (* (log y) (- x 1)) t) 1)
(- (+ (* -1 (/ (* y (- z 1)) t)) (/ (* (log y) (- x 1)) t)) 1)
(- (+ (* y (+ (* -1 (/ (- z 1) t)) (* -1/2 (/ (* y (- z 1)) t)))) (/ (* (log y) (- x 1)) t)) 1)
(- (+ (* y (+ (* -1 (/ (- z 1) t)) (* y (+ (* -1/2 (/ (- z 1) t)) (* -1/3 (/ (* y (- z 1)) t)))))) (/ (* (log y) (- x 1)) t)) 1)
(* -1 (/ (* y z) t))
(* y (+ (* -1 (/ z t)) (* -1/2 (/ (* y z) t))))
(* y (+ (* -1 (/ z t)) (* y (+ (* -1/2 (/ z t)) (* -1/3 (/ (* y z) t))))))
(* y (+ (* -1 (/ z t)) (* y (+ (* -1/2 (/ z t)) (* y (+ (* -1/3 (/ z t)) (* -1/4 (/ (* y z) t))))))))
(/ (log y) (- x 1))
(* -1 (log (/ 1 y)))
(- (+ (* -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 (* (log (/ 1 y)) (- x 1)))
(* y (- 1 z))
(* y (- (+ 1 (* -1 (/ (* (log (/ 1 y)) (- x 1)) y))) z))
(* -1 (/ (* (log (/ 1 y)) (- (pow x 2) 1)) (+ 1 x)))
(log (/ 1 y))
(* t (- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)) 1))
(+ (* -1 (/ (- z 1) y)) (* t (- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)) 1)))
(+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (* t (- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)) 1))))
(+ (* -1 (/ (- z 1) y)) (+ (* -1/2 (/ (- z 1) (pow y 2))) (+ (* -1/3 (/ (- z 1) (pow y 3))) (* t (- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)) 1)))))
(- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)) 1)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (+ (* -1 (/ (- z 1) (* t y))) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t))) 1)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (+ (* -1 (/ (- z 1) (* t y))) (+ (* -1/2 (/ (- z 1) (* t (pow y 2)))) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t)))) 1)
(- (+ (* -1 (/ (* (log (/ 1 y)) (- x 1)) t)) (+ (* -1 (/ (- z 1) (* t y))) (+ (* -1/2 (/ (- z 1) (* t (pow y 2)))) (+ (* -1/3 (/ (- z 1) (* t (pow y 3)))) (/ (* (+ (log -1) (* -1 (log (/ 1 y)))) (- z 1)) t))))) 1)
(/ (* z (+ (log -1) (* -1 (log (/ 1 y))))) t)
(+ (* -1 (/ z (* t y))) (/ (* z (+ (log -1) (* -1 (log (/ 1 y))))) t))
(+ (* -1 (/ z (* t y))) (+ (* -1/2 (/ z (* t (pow y 2)))) (/ (* z (+ (log -1) (* -1 (log (/ 1 y))))) t)))
(+ (* -1 (/ z (* t y))) (+ (* -1/2 (/ z (* t (pow y 2)))) (+ (* -1/3 (/ z (* t (pow y 3)))) (/ (* z (+ (log -1) (* -1 (log (/ 1 y))))) t))))
(* -1 (/ (log (/ 1 y)) (- x 1)))
(+ (log -1) (* -1 (log (/ -1 y))))
(- (+ (* -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))))
(* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(* -1 (* y (+ (* -1 (- 1 z)) (* -1 (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) y)))))
(/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x))
(* -1 (+ (log -1) (* -1 (log (/ -1 y)))))
(* t (- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1))
(+ (* -1 (/ (* t (- (/ z t) (/ 1 t))) y)) (* t (- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1)))
(+ (* -1 (/ (+ (* 1/2 (/ (- z 1) y)) (* t (- (/ z t) (/ 1 t)))) y)) (* t (- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1)))
(+ (* -1 (/ (+ (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y)) (* t (- (/ z t) (/ 1 t)))) y)) (* t (- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1)))
(- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1)
(- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (+ (* -1 (/ (- (/ z t) (/ 1 t)) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t))) 1)
(- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (+ (* -1 (/ (- (+ (* 1/2 (/ (- z 1) (* t y))) (/ z t)) (/ 1 t)) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t))) 1)
(- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (+ (* -1 (/ (- (+ (* -1 (/ (+ (* -1/2 (/ (- z 1) t)) (* -1/3 (/ (- z 1) (* t y)))) y)) (/ z t)) (/ 1 t)) y)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t))) 1)
(* -1 (/ (* z (log (/ -1 y))) t))
(+ (* -1 (/ z (* t y))) (* -1 (/ (* z (log (/ -1 y))) t)))
(+ (* -1 (/ (* z (log (/ -1 y))) t)) (* -1 (/ (+ (* 1/2 (/ z (* t y))) (/ z t)) y)))
(+ (* -1 (/ (* z (log (/ -1 y))) t)) (* -1 (/ (+ (* -1 (/ (+ (* -1/2 (/ z t)) (* -1/3 (/ z (* t y)))) y)) (/ z t)) y)))
(/ (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1))
(- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t)
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) t)
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(+ y (* (log y) (- x 1)))
(+ y (+ (* -1 (* y z)) (* (log y) (- x 1))))
(* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1))
(+ (* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)) (* z (log (- 1 y))))
(- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)
(- (+ (* -1 (/ (log (- 1 y)) t)) (+ (/ (* z (log (- 1 y))) t) (/ (* (log y) (- x 1)) t))) 1)
(/ (* z (log (- 1 y))) t)
(* -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))))
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(* z (+ (log (- 1 y)) (/ (* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)) z)))
(* z (- (+ (* -1 (/ (log (- 1 y)) (* t z))) (+ (/ (log (- 1 y)) t) (/ (* (log y) (- x 1)) (* t z)))) (/ 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 (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)) z)))))
(* -1 (* z (+ (* -1 (/ (log (- 1 y)) t)) (* -1 (/ (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1) z)))))
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(* -1 t)
(pow t 3)
(* -1 (pow t 2))
t
(/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)
(/ (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
-1
(- (+ (/ (* (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)) (* -1 (/ (* (log (- 1 y)) (- z 1)) t))))))
(- (* -1 (/ (+ (* -1 (* (log y) (- x 1))) (* -1 (* (log (- 1 y)) (- z 1)))) t)) 1)
Calls

12 calls:

TimeVariablePointExpression
90.0ms
z
@0
((* (/ (log y) (- x 1)) (- x 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (* (/ (log y) (- x 1)) (- x 1)) (- x 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg z) y) (/ (/ (* (neg t) (* (neg t) t)) (neg t)) (+ 0 t)) (* (neg t) (* (neg t) t)) (/ (* (neg t) (* (neg t) t)) (neg t)) (+ 0 t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (* (log (+ 1 (neg y))) (/ z t)) (/ (log y) (- x 1)) (neg z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (log y))
41.0ms
x
@0
((* (/ (log y) (- x 1)) (- x 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (* (/ (log y) (- x 1)) (- x 1)) (- x 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg z) y) (/ (/ (* (neg t) (* (neg t) t)) (neg t)) (+ 0 t)) (* (neg t) (* (neg t) t)) (/ (* (neg t) (* (neg t) t)) (neg t)) (+ 0 t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (* (log (+ 1 (neg y))) (/ z t)) (/ (log y) (- x 1)) (neg z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (log y))
17.0ms
z
@inf
((* (/ (log y) (- x 1)) (- x 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (* (/ (log y) (- x 1)) (- x 1)) (- x 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg z) y) (/ (/ (* (neg t) (* (neg t) t)) (neg t)) (+ 0 t)) (* (neg t) (* (neg t) t)) (/ (* (neg t) (* (neg t) t)) (neg t)) (+ 0 t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (* (log (+ 1 (neg y))) (/ z t)) (/ (log y) (- x 1)) (neg z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (log y))
14.0ms
t
@inf
((* (/ (log y) (- x 1)) (- x 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (* (/ (log y) (- x 1)) (- x 1)) (- x 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg z) y) (/ (/ (* (neg t) (* (neg t) t)) (neg t)) (+ 0 t)) (* (neg t) (* (neg t) t)) (/ (* (neg t) (* (neg t) t)) (neg t)) (+ 0 t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (* (log (+ 1 (neg y))) (/ z t)) (/ (log y) (- x 1)) (neg z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (log y))
13.0ms
t
@0
((* (/ (log y) (- x 1)) (- x 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (* (/ (log y) (- x 1)) (- x 1)) (- x 1)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (+ (* (- 1 z) y) (* (- x 1) (log y))) (* (neg z) y) (/ (/ (* (neg t) (* (neg t) t)) (neg t)) (+ 0 t)) (* (neg t) (* (neg t) t)) (/ (* (neg t) (* (neg t) t)) (neg t)) (+ 0 t) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg (log y)) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (* (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) t) (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (* (log (+ 1 (neg y))) (/ z t)) (/ (log y) (- x 1)) (neg z) (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (log y))

simplify269.0ms (1.9%)

Memory
-1.3MiB live, 280.7MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04923207
115812964
249642906
086542675
Stop Event
1×iter limit
1×node limit
Counts
151 → 150
Calls
Call 1
Inputs
(log y)
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(- (+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1)))) t)
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(* -1 (log y))
(+ (* -1 (log y)) (* x (log y)))
(+ (* -1 (log y)) (* y (- 1 z)))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (- 1 z))))
(* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(+ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) (* x (log y)))
(- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)
(- (+ (* -1 (/ (log y) t)) (+ (/ (* x (log y)) t) (/ (* (log (- 1 y)) (- z 1)) t))) 1)
(+ (* -1 (log y)) (* -1 (* x (log y))))
(+ (* -1 (log y)) (* x (- (* -1 (* x (log y))) (log y))))
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(* -1 (pow t 2))
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(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
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Outputs
(log y)
(log.f64 y)
(- (+ (* -1 (log y)) (* (log (- 1 y)) (- z 1))) t)
(fma.f64 (log1p.f64 (neg.f64 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)
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(+ (* -1 (log y)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 (log.f64 y)))
(+ (* -1 (log y)) (+ (* x (log y)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(* -1 (log y))
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(+ (* -1 (log y)) (* x (log y)))
(*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
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(fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 (log.f64 y)))
(+ (* -1 (log y)) (+ (* x (log y)) (* y (- 1 z))))
(fma.f64 (neg.f64 z) y (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))
(* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (-.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) #s(literal -1 binary64)) (/.f64 (log.f64 y) t)) t)
(+ (* t (- (+ (* -1 (/ (log y) t)) (/ (* (log (- 1 y)) (- z 1)) t)) 1)) (* x (log y)))
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(* x (+ (log y) (* -1 (/ (log y) x))))
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(/ (* x (log y)) t)
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(/ (log y) x)
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(* -1 (/ (+ (* -1 (log y)) (* -1 (/ (log y) x))) x))
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(* (+ (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)))
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(/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- (pow x 2) 1)) (+ 1 x))
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(* -1 (+ (log -1) (* -1 (log (/ -1 y)))))
(-.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (log.f64 #s(literal -1 binary64)))
(* t (- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (-.f64 (log.f64 #s(literal -1 binary64)) (log.f64 (/.f64 #s(literal -1 binary64) y))) (fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 (-.f64 #s(literal 1 binary64) z) t) #s(literal -1 binary64))) t)
(+ (* -1 (/ (* t (- (/ z t) (/ 1 t))) y)) (* t (- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1)))
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(+ (* -1 (/ (+ (* -1 (/ (+ (* -1/2 (- z 1)) (* -1/3 (/ (- z 1) y))) y)) (* t (- (/ z t) (/ 1 t)))) y)) (* t (- (+ (* -1 (/ (* (log (/ -1 y)) (- z 1)) t)) (/ (* (+ (log -1) (* -1 (log (/ -1 y)))) (- x 1)) t)) 1)))
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(* -1 (/ (* z (log (/ -1 y))) t))
(/.f64 (*.f64 (neg.f64 z) (log.f64 (/.f64 #s(literal -1 binary64) y))) t)
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(+ (* -1 (/ (* z (log (/ -1 y))) t)) (* -1 (/ (+ (* -1 (/ (+ (* -1/2 (/ z t)) (* -1/3 (/ z (* t y)))) y)) (/ z t)) y)))
(neg.f64 (fma.f64 (log.f64 (/.f64 #s(literal -1 binary64) y)) (/.f64 z t) (/.f64 (-.f64 (/.f64 z t) (/.f64 (fma.f64 (/.f64 (/.f64 z t) y) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y)) y)))
(/ (+ (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))) (* (log y) (- x 1))) t)
(-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)) (log1p.f64 (neg.f64 y)))
(- (+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1)))) 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)) (neg.f64 t)))
(+ (* -1 (log (- 1 y))) (* (log y) (- x 1)))
(-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (log1p.f64 (neg.f64 y)))
(+ (* -1 (log (- 1 y))) (+ (* z (log (- 1 y))) (* (log y) (- x 1))))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+ y (* (log y) (- x 1)))
(fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)
(+ 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))
(* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1))
(*.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) t)) t)
(+ (* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)) (* z (log (- 1 y))))
(fma.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) t)) t (*.f64 (log1p.f64 (neg.f64 y)) z))
(- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)
(-.f64 (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) t))
(- (+ (* -1 (/ (log (- 1 y)) t)) (+ (/ (* z (log (- 1 y))) t) (/ (* (log y) (- x 1)) t))) 1)
(fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)))
(/ (* z (log (- 1 y))) t)
(*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))
(* -1 z)
(neg.f64 z)
(* z (log (- 1 y)))
(*.f64 (log1p.f64 (neg.f64 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 t)) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(* z (+ (log (- 1 y)) (+ (* -1 (/ (log (- 1 y)) z)) (/ (* (log y) (- x 1)) z))))
(*.f64 (+.f64 (/.f64 (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(* z (+ (* -1 y) (+ (/ y z) (/ (* (log y) (- x 1)) z))))
(*.f64 (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) z) (log.f64 y) (-.f64 (/.f64 y z) y)) z)
(* z (+ (log (- 1 y)) (/ (* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)) z)))
(*.f64 (fma.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) t)) (/.f64 t z) (log1p.f64 (neg.f64 y))) z)
(* z (- (+ (* -1 (/ (log (- 1 y)) (* t z))) (+ (/ (log (- 1 y)) t) (/ (* (log y) (- x 1)) (* t z)))) (/ 1 z)))
(*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) t)) z) (/.f64 (log1p.f64 (neg.f64 y)) t)) z)
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (- (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) t) z)))))
(*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (+ (* -1 (log (- 1 y))) (* (log y) (- x 1))) z)))))
(*.f64 (+.f64 (/.f64 (-.f64 (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (log1p.f64 (neg.f64 y))) z) (log1p.f64 (neg.f64 y))) z)
(* -1 (* z (+ y (* -1 (/ (+ y (* (log y) (- x 1))) z)))))
(*.f64 (neg.f64 z) (-.f64 y (/.f64 (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y) z)))
(* -1 (* z (+ (* -1 (log (- 1 y))) (* -1 (/ (* t (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1)) z)))))
(*.f64 (fma.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) t)) (/.f64 t z) (log1p.f64 (neg.f64 y))) z)
(* -1 (* z (+ (* -1 (/ (log (- 1 y)) t)) (* -1 (/ (- (+ (* -1 (/ (log (- 1 y)) t)) (/ (* (log y) (- x 1)) t)) 1) z)))))
(*.f64 (+.f64 (/.f64 (-.f64 (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (/.f64 (log1p.f64 (neg.f64 y)) t)) z) (/.f64 (log1p.f64 (neg.f64 y)) t)) z)
(+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))))
(fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t)))
(* -1 t)
(neg.f64 t)
(pow t 3)
(pow.f64 t #s(literal 3 binary64))
(* -1 (pow t 2))
(*.f64 (neg.f64 t) t)
t
(/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)
(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t)
(/ (+ (* -1 t) (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1)))) t)
(/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 t))) t)
(* t (- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1))
(*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))) t)
-1
#s(literal -1 binary64)
(- (+ (/ (* (log y) (- x 1)) t) (/ (* (log (- 1 y)) (- z 1)) t)) 1)
(fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)))
(* -1 (* t (+ 1 (* -1 (/ (+ (* (log y) (- x 1)) (* (log (- 1 y)) (- z 1))) t)))))
(fma.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t) t (neg.f64 t))
(* -1 (* t (+ 1 (+ (* -1 (/ (* (log y) (- x 1)) t)) (* -1 (/ (* (log (- 1 y)) (- z 1)) t))))))
(fma.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t) t (neg.f64 t))
(- (* -1 (/ (+ (* -1 (* (log y) (- x 1))) (* -1 (* (log (- 1 y)) (- z 1)))) t)) 1)
(-.f64 (/.f64 (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (*.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))) t) #s(literal 1 binary64))

rewrite215.0ms (1.5%)

Memory
-11.2MiB live, 268.7MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
063449
088435
1373363
23328357
08651340
Stop Event
1×iter limit
1×node limit
1×iter limit
Counts
24 → 619
Calls
Call 1
Inputs
(*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))))
(*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y)))
#s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))
(*.f64 (neg.f64 z) y)
(/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t))
(*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t))
(/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t))
(+.f64 #s(literal 0 binary64) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y))))
#s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))
(neg.f64 (log.f64 y))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t))
(*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t)
#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t)))
(*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))
(/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(neg.f64 z)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
(log.f64 y)
Outputs
(*.f64 (/.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (fma.f64 x x #s(literal -1 binary64))) (-.f64 x #s(literal -1 binary64)))
(*.f64 (/.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (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))))
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(+.f64 (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y)))) #s(literal 0 binary64)) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y)))) t))
(+.f64 (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y)))) t) (*.f64 #s(literal 0 binary64) #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y))))))
(+.f64 (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y)))) #s(literal 0 binary64)))
#s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y))))
(*.f64 (/.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) (*.f64 (neg.f64 t) t)) (neg.f64 t))
(*.f64 (/.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 t #s(literal 3 binary64))) (*.f64 t t))
(*.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) (pow.f64 t #s(literal -1 binary64)))
(*.f64 (/.f64 z t) (log1p.f64 (neg.f64 y)))
(*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))
(*.f64 z (*.f64 (pow.f64 t #s(literal -1 binary64)) (log1p.f64 (neg.f64 y))))
(pow.f64 (/.f64 t (*.f64 (log1p.f64 (neg.f64 y)) z)) #s(literal -1 binary64))
(/.f64 (neg.f64 (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y)))) t)
(/.f64 (neg.f64 (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z))) t)
(/.f64 (neg.f64 (neg.f64 (*.f64 (log1p.f64 (neg.f64 y)) z))) t)
(/.f64 (neg.f64 (*.f64 #s(literal 1 binary64) (log1p.f64 (neg.f64 y)))) (neg.f64 (/.f64 t z)))
(/.f64 (neg.f64 (*.f64 (log1p.f64 (neg.f64 y)) #s(literal 1 binary64))) (neg.f64 (/.f64 t z)))
(/.f64 (*.f64 (neg.f64 z) (log1p.f64 (neg.f64 y))) (neg.f64 t))
(/.f64 (*.f64 #s(literal 1 binary64) (log1p.f64 (neg.f64 y))) (/.f64 t z))
(/.f64 (*.f64 (log1p.f64 (neg.f64 y)) (neg.f64 z)) (neg.f64 t))
(/.f64 (*.f64 (log1p.f64 (neg.f64 y)) #s(literal 1 binary64)) (/.f64 t z))
(/.f64 (neg.f64 (log1p.f64 (neg.f64 y))) (neg.f64 (/.f64 t z)))
(/.f64 (neg.f64 (*.f64 (log1p.f64 (neg.f64 y)) z)) (neg.f64 t))
(/.f64 (*.f64 (log1p.f64 (neg.f64 y)) z) t)
(/.f64 (log1p.f64 (neg.f64 y)) (/.f64 t z))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 t (*.f64 (log1p.f64 (neg.f64 y)) z))))
(/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 (log1p.f64 (neg.f64 y)) z)))
(-.f64 (/.f64 (log1p.f64 (*.f64 (neg.f64 y) y)) (/.f64 t z)) (/.f64 (log1p.f64 y) (/.f64 t z)))
(-.f64 (/.f64 (log1p.f64 (pow.f64 y #s(literal 3 binary64))) (/.f64 t z)) (/.f64 (log1p.f64 (fma.f64 y y y)) (/.f64 t z)))
(-.f64 (/.f64 (log1p.f64 (pow.f64 y #s(literal 3 binary64))) (/.f64 t z)) (/.f64 (log1p.f64 (-.f64 (*.f64 y y) (neg.f64 y))) (/.f64 t z)))
(*.f64 (/.f64 (log.f64 y) (fma.f64 x x #s(literal -1 binary64))) (-.f64 x #s(literal -1 binary64)))
(*.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 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (pow.f64 (pow.f64 (log.f64 y) #s(literal -1 binary64)) #s(literal -1 binary64)))
(*.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (log.f64 y))
(*.f64 (neg.f64 (log.f64 y)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))
(*.f64 #s(literal -1 binary64) (/.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64))))
(*.f64 #s(literal 1 binary64) (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))))
(*.f64 (log.f64 y) (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)))
(pow.f64 (/.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 1 binary64)) #s(literal -1 binary64))
(pow.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal -1 binary64))
(/.f64 (neg.f64 (neg.f64 (neg.f64 (log.f64 y)))) (neg.f64 (-.f64 x #s(literal 1 binary64))))
(/.f64 (neg.f64 (*.f64 (log.f64 y) #s(literal 1 binary64))) (neg.f64 (-.f64 x #s(literal 1 binary64))))
(/.f64 (neg.f64 (neg.f64 (log.f64 y))) (-.f64 x #s(literal 1 binary64)))
(/.f64 (neg.f64 (log.f64 y)) (neg.f64 (-.f64 x #s(literal 1 binary64))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 1 binary64))))
(/.f64 #s(literal -1 binary64) (neg.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))))
(/.f64 (*.f64 (log.f64 y) #s(literal 1 binary64)) (-.f64 x #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (neg.f64 (neg.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))))
(/.f64 #s(literal 1 binary64) (/.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(literal 1 binary64)))
(/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))
(/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)))
(neg.f64 (/.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64))))
(-.f64 (/.f64 #s(literal 0 binary64) (-.f64 x #s(literal 1 binary64))) (/.f64 (neg.f64 (log.f64 y)) (-.f64 x #s(literal 1 binary64))))
(exp.f64 (*.f64 (log.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) #s(literal -1 binary64)))
(*.f64 #s(literal -1 binary64) z)
(*.f64 z #s(literal -1 binary64))
(/.f64 (neg.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z))) (neg.f64 (+.f64 #s(literal 0 binary64) z)))
(/.f64 (neg.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64)))) (neg.f64 (+.f64 #s(literal 0 binary64) (fma.f64 z z (*.f64 #s(literal 0 binary64) z)))))
(/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z))
(/.f64 (-.f64 #s(literal 0 binary64) (pow.f64 z #s(literal 3 binary64))) (+.f64 #s(literal 0 binary64) (fma.f64 z z (*.f64 #s(literal 0 binary64) z))))
(neg.f64 z)
(-.f64 (/.f64 #s(literal 0 binary64) (+.f64 #s(literal 0 binary64) z)) (/.f64 (*.f64 z z) (+.f64 #s(literal 0 binary64) z)))
(-.f64 (/.f64 #s(literal 0 binary64) (+.f64 #s(literal 0 binary64) (fma.f64 z z (*.f64 #s(literal 0 binary64) z)))) (/.f64 (pow.f64 z #s(literal 3 binary64)) (+.f64 #s(literal 0 binary64) (fma.f64 z z (*.f64 #s(literal 0 binary64) z)))))
(-.f64 #s(literal 0 binary64) z)
(+.f64 #s(literal 0 binary64) (neg.f64 z))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(+.f64 #s(literal 0 binary64) (log.f64 y))
(+.f64 (log.f64 y) #s(literal 0 binary64))
(log.f64 y)

eval108.0ms (0.8%)

Memory
12.4MiB live, 201.3MiB allocated
Compiler

Compiled 32 342 to 2 879 computations (91.1% saved)

prune87.0ms (0.6%)

Memory
-25.1MiB live, 163.4MiB allocated
Pruning

45 alts after pruning (39 fresh and 6 done)

PrunedKeptTotal
New73514749
Fresh42529
Picked235
Done134
Total74245787
Accuracy
100.0%
Counts
787 → 45
Alt Table
Click to see full alt table
StatusAccuracyProgram
54.7%
(/.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 x #s(literal -1 binary64)) (*.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 x #s(literal -1 binary64))))
68.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 x #s(literal -1 binary64)))) t)
88.6%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (neg.f64 (log.f64 y)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))) t)
88.6%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (log.f64 y)))) t)
68.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))))) t)
69.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (*.f64 (pow.f64 (-.f64 x #s(literal -1 binary64)) #s(literal -1 binary64)) (log.f64 y)))) t)
✓69.2%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))) t)
✓88.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
88.6%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
88.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (*.f64 (neg.f64 (log.f64 y)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64)))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
55.2%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 #s(approx (/ (log y) (- x 1)) (/.f64 (log.f64 y) x)) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
48.0%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
68.1%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
66.7%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 (log.f64 y))))) t)
33.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
47.4%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
✓47.2%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
✓56.5%
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
64.6%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (neg (+ (* (- z 1) y) t)) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
9.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
11.6%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
9.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
17.9%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
9.0%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
17.9%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
15.7%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
17.9%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
9.2%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
15.7%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
18.0%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
36.7%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
36.7%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
9.3%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
17.9%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
13.8%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
33.4%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
79.9%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))) t))
24.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 (log.f64 y) t) x)) t))
✓6.6%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t))
6.6%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
6.6%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
6.5%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
6.0%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
✓36.8%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
64.6%
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))))
Compiler

Compiled 4 002 to 1 444 computations (63.9% saved)

regimes298.0ms (2.1%)

Memory
-10.1MiB live, 267.8MiB 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 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) 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 (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (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)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (neg (+ (* (- z 1) y) t)) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #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) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 (log.f64 y) t) x)) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.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)))) (*.f64 (*.f64 #s(approx (/ (log y) (- x 1)) (/.f64 (log.f64 y) x)) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (neg.f64 (log.f64 y)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (*.f64 (neg.f64 (log.f64 y)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64)))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) (fma.f64 (/.f64 (*.f64 (-.f64 z #s(literal 1 binary64)) y) t) (fma.f64 #s(literal -1/2 binary64) y #s(literal -1 binary64)) #s(literal -1 binary64)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 x (log.f64 y) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y) (*.f64 (-.f64 z #s(literal 1 binary64)) (log1p.f64 (neg.f64 y)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (*.f64 (pow.f64 (-.f64 x #s(literal -1 binary64)) #s(literal -1 binary64)) (log.f64 y)))) 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)))) (/.f64 #s(literal 1 binary64) (/.f64 (pow.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (log.f64 y)))) t)
(-.f64 (+.f64 (/.f64 (log.f64 y) (/.f64 #s(literal 1 binary64) (-.f64 x #s(literal 1 binary64)))) (*.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 x #s(literal -1 binary64))) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
(/.f64 #s(literal 1 binary64) (/.f64 #s(literal 1 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)) (neg.f64 t)))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal -1 binary64))) (fma.f64 x x (fma.f64 #s(literal -1 binary64) x #s(literal 1 binary64))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (fma.f64 (/.f64 (-.f64 z #s(literal 1 binary64)) t) (log1p.f64 (neg.f64 y)) (fma.f64 (/.f64 (-.f64 x #s(literal 1 binary64)) t) (log.f64 y) #s(literal -1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.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)))) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #s(literal 1 binary64)) (pow.f64 (fma.f64 x x (+.f64 #s(literal 1 binary64) x)) #s(literal -1 binary64))) (log.f64 y))) t)
(fma.f64 (fma.f64 x x #s(literal -1 binary64)) (*.f64 (pow.f64 (-.f64 x #s(literal -1 binary64)) #s(literal -1 binary64)) (log.f64 y)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(fma.f64 (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (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)) (fma.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64)) (neg.f64 t)))
(-.f64 (+.f64 (/.f64 #s(literal 1 binary64) (/.f64 (fma.f64 x x (-.f64 x #s(literal -1 binary64))) (*.f64 (-.f64 (pow.f64 x #s(literal 3 binary64)) #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 (-.f64 (pow.f64 (*.f64 (log1p.f64 (neg.f64 y)) (-.f64 z #s(literal 1 binary64))) #s(literal 2 binary64)) (*.f64 t t)) (-.f64 x #s(literal -1 binary64)) (*.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 x #s(literal -1 binary64))))
Outputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))) t)
Calls

8 calls:

79.0ms
z
74.0ms
t
39.0ms
(-.f64 x #s(literal 1 binary64))
29.0ms
x
20.0ms
(+.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
99.9%1x
99.9%1y
99.9%1z
99.9%1t
99.9%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.9%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.9%1(-.f64 x #s(literal 1 binary64))
99.9%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes490.0ms (3.5%)

Memory
16.1MiB live, 131.2MiB allocated
Counts
51 → 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 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) 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 (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (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)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (neg (+ (* (- z 1) y) t)) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #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) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (/.f64 (log.f64 y) t) x)) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (*.f64 (log1p.f64 (neg.f64 y)) (/.f64 z t))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) (fma.f64 (/.f64 (log.f64 y) t) (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (/.f64 (fma.f64 x x #s(literal -1 binary64)) (-.f64 x #s(literal -1 binary64))) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y)) (+.f64 #s(literal 1 binary64) x))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (*.f64 (fma.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)))) (*.f64 (*.f64 #s(approx (/ (log y) (- x 1)) (/.f64 (log.f64 y) x)) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 (neg.f64 (log.f64 y)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal -1 binary64)) (*.f64 (fma.f64 x x #s(literal -1 binary64)) (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (*.f64 (neg.f64 (log.f64 y)) (/.f64 #s(literal -1 binary64) (-.f64 x #s(literal 1 binary64)))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (*.f64 (/.f64 #s(literal 1 binary64) (/.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) (-.f64 x #s(literal 1 binary64))) (-.f64 x #s(literal 1 binary64)))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
Calls

8 calls:

142.0ms
z
141.0ms
(-.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)
139.0ms
(-.f64 x #s(literal 1 binary64))
13.0ms
(+.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
t
Results
AccuracySegmentsBranch
99.1%1x
99.1%1y
99.1%1z
99.1%1t
99.1%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.1%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.1%1(-.f64 x #s(literal 1 binary64))
99.1%1(-.f64 z #s(literal 1 binary64))
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes342.0ms (2.4%)

Memory
-15.4MiB live, 100.2MiB allocated
Counts
38 → 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 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) 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 (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (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)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (neg (+ (* (- z 1) y) t)) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
Calls

8 calls:

139.0ms
(-.f64 z #s(literal 1 binary64))
137.0ms
z
14.0ms
x
10.0ms
(+.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))))
10.0ms
t
Results
AccuracySegmentsBranch
99.1%1x
99.1%1y
99.1%1z
99.1%1(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
99.1%1(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
99.1%1(-.f64 x #s(literal 1 binary64))
99.1%1(-.f64 z #s(literal 1 binary64))
99.1%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes95.0ms (0.7%)

Memory
-5.1MiB live, 152.9MiB allocated
Counts
37 → 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 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) 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 (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (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)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (neg (+ (* (- z 1) y) t)) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
Outputs
(-.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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (neg (+ (* (- z 1) y) t)) (*.f64 (-.f64 #s(literal 1 binary64) z) y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
Calls

8 calls:

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))))
14.0ms
y
12.0ms
(-.f64 z #s(literal 1 binary64))
10.0ms
(-.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
x
Results
AccuracySegmentsBranch
95.2%3x
90.7%2y
92.2%3z
94.0%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)
93.4%3(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
95.2%3(-.f64 x #s(literal 1 binary64))
92.2%3(-.f64 z #s(literal 1 binary64))
97.3%3t
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes12.0ms (0.1%)

Memory
25.8MiB live, 25.8MiB allocated
Counts
36 → 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 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) 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 (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (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)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 (log.f64 y))))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))))
Outputs
(-.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) #s(approx (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
Calls

1 calls:

10.0ms
t
Results
AccuracySegmentsBranch
97.3%3t
Compiler

Compiled 1 to 4 computations (-300% saved)

regimes36.0ms (0.3%)

Memory
-12.7MiB live, 68.0MiB allocated
Counts
35 → 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 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) 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 (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (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)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (neg.f64 (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 z) y) (* (- x 1) (log y))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
Calls

3 calls:

14.0ms
x
11.0ms
t
8.0ms
(-.f64 x #s(literal 1 binary64))
Results
AccuracySegmentsBranch
95.2%3x
95.2%3(-.f64 x #s(literal 1 binary64))
88.7%1t
Compiler

Compiled 5 to 14 computations (-180% saved)

regimes54.0ms (0.4%)

Memory
30.3MiB live, 140.8MiB allocated
Counts
33 → 2
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 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) 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 (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
Calls

5 calls:

13.0ms
y
11.0ms
x
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)
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))))
8.0ms
(-.f64 x #s(literal 1 binary64))
Results
AccuracySegmentsBranch
90.7%2y
88.7%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))))
88.7%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)
88.7%1x
88.7%1(-.f64 x #s(literal 1 binary64))
Compiler

Compiled 37 to 41 computations (-10.8% saved)

regimes122.0ms (0.9%)

Memory
-2.4MiB live, 122.4MiB allocated
Counts
32 → 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 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) 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 (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)
Calls

8 calls:

54.0ms
z
13.0ms
t
11.0ms
y
9.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
9.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
Results
AccuracySegmentsBranch
87.4%3(-.f64 x #s(literal 1 binary64))
87.4%3x
71.9%3t
87.4%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)
87.4%3(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
69.7%2z
69.7%2(-.f64 z #s(literal 1 binary64))
70.1%2y
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes45.0ms (0.3%)

Memory
-32.5MiB live, 47.3MiB allocated
Counts
30 → 4
Calls
Call 1
Inputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) 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 (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (/ (+ (* x x) -1) (- x -1)) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log1p.f64 (neg.f64 y)) z))
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
Calls

4 calls:

14.0ms
(-.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
(-.f64 x #s(literal 1 binary64))
8.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
8.0ms
x
Results
AccuracySegmentsBranch
66.7%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)
79.0%4(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
77.2%3x
77.2%3(-.f64 x #s(literal 1 binary64))
Compiler

Compiled 36 to 37 computations (-2.8% saved)

regimes58.0ms (0.4%)

Memory
34.5MiB live, 111.1MiB allocated
Counts
27 → 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 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
Outputs
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))
Calls

7 calls:

11.0ms
x
9.0ms
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
t
7.0ms
z
Results
AccuracySegmentsBranch
47.4%1z
47.4%1(-.f64 z #s(literal 1 binary64))
50.9%2y
59.8%3t
66.8%3x
66.8%3(-.f64 x #s(literal 1 binary64))
65.7%3(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
Compiler

Compiled 25 to 41 computations (-64% saved)

regimes164.0ms (1.2%)

Memory
-24.5MiB live, 62.8MiB allocated
Counts
26 → 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 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (*.f64 (neg.f64 t) t) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (*.f64 t t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 #s(literal 1 binary64) (/.f64 #s(literal -1 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (neg.f64 y) (/.f64 z t)))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 z z)) (+.f64 #s(literal 0 binary64) z)) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) (neg.f64 t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (*.f64 t t) t) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) t) (/.f64 (neg.f64 t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 #s(literal -1 binary64) t) (neg.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (/.f64 #s(literal -1 binary64) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (*.f64 #s(literal -1/2 binary64) y) (/.f64 z t) (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 (neg.f64 t) t) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 (/.f64 #s(literal -1 binary64) t) t)) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 t (/.f64 #s(literal -1 binary64) t)) (/.f64 #s(literal -1 binary64) t))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (/.f64 (*.f64 (*.f64 t t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (neg.f64 t)) (+.f64 #s(literal 0 binary64) t)))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (/.f64 (*.f64 (neg.f64 t) (*.f64 (neg.f64 t) t)) (neg.f64 t)) (/.f64 #s(literal 1 binary64) (/.f64 t (*.f64 t t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (/.f64 (*.f64 z y) t) #s(literal -1/3 binary64) (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (*.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (/.f64 (-.f64 #s(literal 0 binary64) (*.f64 t t)) (fma.f64 (/.f64 #s(literal -1 binary64) (*.f64 t t)) (/.f64 (*.f64 t t) (/.f64 #s(literal -1 binary64) t)) #s(literal 0 binary64))))
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 #s(approx (+ (* (/ (- z 1) t) (log (+ 1 (neg y)))) (+ (* (/ (- x 1) t) (log y)) -1)) #s(approx (* (log (+ 1 (neg y))) (/ z t)) (*.f64 (fma.f64 (fma.f64 (fma.f64 #s(literal -1/4 binary64) (/.f64 (*.f64 z y) t) (*.f64 (/.f64 z t) #s(literal -1/3 binary64))) y (*.f64 (/.f64 z t) #s(literal -1/2 binary64))) y (/.f64 (neg.f64 z) t)) y))) t))
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
Calls

6 calls:

119.0ms
x
15.0ms
t
7.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
7.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
7.0ms
y
Results
AccuracySegmentsBranch
47.4%1y
47.4%1t
47.4%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)
47.4%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))))
47.4%1(-.f64 x #s(literal 1 binary64))
47.4%1x
Compiler

Compiled 38 to 45 computations (-18.4% saved)

regimes41.0ms (0.3%)

Memory
-13.1MiB live, 25.3MiB 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 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
Outputs
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
Calls

8 calls:

31.0ms
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
2.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
1.0ms
x
1.0ms
t
1.0ms
y
Results
AccuracySegmentsBranch
47.2%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)
47.2%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))))
47.2%1x
47.2%1y
47.2%1(-.f64 x #s(literal 1 binary64))
47.2%1z
47.2%1(-.f64 z #s(literal 1 binary64))
47.2%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

regimes10.0ms (0.1%)

Memory
24.1MiB live, 24.1MiB 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
(+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y))))
1.0ms
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) t)
1.0ms
y
1.0ms
x
1.0ms
z
Results
AccuracySegmentsBranch
36.8%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)
36.8%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))))
36.8%1x
36.8%1y
36.8%1z
36.8%1(-.f64 x #s(literal 1 binary64))
36.8%1(-.f64 z #s(literal 1 binary64))
36.8%1t
Compiler

Compiled 42 to 55 computations (-31% saved)

bsearch72.0ms (0.5%)

Memory
-10.5MiB live, 149.0MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
30.0ms
6006039.86014827
5515072473.437602
36.0ms
-1.8981445384721263e+26
-319344789886.419
Samples
35.0ms87×1valid
19.0ms201×0valid
Compiler

Compiled 1 100 to 813 computations (26.1% saved)

Precisions
Click to see histograms. Total time spent on operations: 44.0ms
ival-log: 25.0ms (56.5% of total)
ival-sub: 7.0ms (15.8% of total)
ival-mult: 7.0ms (15.8% of total)
adjust: 3.0ms (6.8% of total)
ival-add: 2.0ms (4.5% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch3.0ms (0%)

Memory
7.4MiB live, 7.4MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
1.0ms
6006039.86014827
5515072473.437602
1.0ms
-1.8981445384721263e+26
-319344789886.419
Compiler

Compiled 1 226 to 849 computations (30.8% saved)

bsearch1.0ms (0%)

Memory
1.5MiB live, 1.5MiB allocated
Algorithm
2×left-value
Steps
TimeLeftRight
0.0ms
-1.0
-0.9999999984062258
0.0ms
-6.834204234942091e+38
-3.296157372354074e+32
Compiler

Compiled 20 to 22 computations (-10% saved)

bsearch23.0ms (0.2%)

Memory
-21.3MiB live, 55.5MiB allocated
Algorithm
1×binary-search
Stop Event
1×narrow-enough
Steps
TimeLeftRight
19.0ms
9.154000655308041e-20
2.0612950587798928e-17
Samples
10.0ms85×0valid
5.0ms27×1valid
Compiler

Compiled 349 to 294 computations (15.8% saved)

Precisions
Click to see histograms. Total time spent on operations: 11.0ms
ival-sub: 4.0ms (35.4% of total)
ival-log: 4.0ms (35.4% of total)
ival-mult: 2.0ms (17.7% of total)
adjust: 1.0ms (8.8% of total)
ival-add: 1.0ms (8.8% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)
ival-assert: 0.0ms (0% of total)

bsearch62.0ms (0.4%)

Memory
22.2MiB live, 100.0MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
32.0ms
0.00030725545273421176
18519.7435630965
25.0ms
-328.6953249405135
-40.46894827136985
Samples
32.0ms71×1valid
16.0ms169×0valid
Compiler

Compiled 770 to 576 computations (25.2% saved)

Precisions
Click to see histograms. Total time spent on operations: 39.0ms
ival-log: 25.0ms (63.4% of total)
ival-sub: 6.0ms (15.2% of total)
ival-mult: 4.0ms (10.1% of total)
adjust: 3.0ms (7.6% of total)
ival-add: 1.0ms (2.5% of total)
ival-assert: 0.0ms (0% of total)
ival-true: 0.0ms (0% of total)
exact: 0.0ms (0% of total)

bsearch1.0ms (0%)

Memory
1.9MiB live, 1.9MiB allocated
Algorithm
3×left-value
Steps
TimeLeftRight
0.0ms
1.1316310888521167e+35
3.387442233200464e+41
0.0ms
108.33521713541221
108.97438011019531
0.0ms
-1.4106441648189545e+130
-8.266720718470486e+120
Compiler

Compiled 20 to 21 computations (-5% saved)

bsearch105.0ms (0.8%)

Memory
3.2MiB live, 124.6MiB allocated
Algorithm
2×binary-search
Stop Event
1×narrow-enough
1×narrow-enough
Steps
TimeLeftRight
64.0ms
1.5979838036279134e+119
5.660794450288707e+127
36.0ms
-6.834204234942091e+38
-3.296157372354074e+32
Samples
58.0ms214×0valid
27.0ms74×1valid
Compiler

Compiled 1 064 to 759 computations (28.7% saved)

Precisions
Click to see histograms. Total time spent on operations: 75.0ms
ival-sub: 44.0ms (58.5% of total)
ival-log: 19.0ms (25.2% of total)
adjust: 5.0ms (6.6% of total)
ival-mult: 5.0ms (6.6% 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)

simplify108.0ms (0.8%)

Memory
-4.2MiB live, 71.2MiB allocated
Algorithm
1×egg-herbie
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
0126770
1195770
2285769
3645769
41378769
53135769
65786769
77946769
Stop Event
1×node limit
Calls
Call 1
Inputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(if (<=.f64 t #s(literal -580000000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 t #s(literal 16500000 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (neg (+ (* (- z 1) y) t)) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 t #s(literal -580000000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 t #s(literal 16500000 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -499999999999999969854583185801589293056 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)))
(if (<=.f64 y #s(literal 6490371073168535/324518553658426726783156020576256 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t))
(if (<=.f64 x #s(literal -41 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal -10000000000000000597830782460516151851749290252338090708736359498322008205751130936310560341066601403445681992244323541365884452864 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 217/2 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t) (if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 199999999999999993726732215835951104 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)))))
(if (<=.f64 x #s(literal -12999999999999999868938755134980096 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 3100000000000000063006426448380921045963034891944464679797601676346715729043620795528143995105398603055816977563188732100608 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))
Outputs
(-.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) #s(approx (* (- z 1) (log (- 1 y))) (*.f64 (fma.f64 (fma.f64 (*.f64 (fma.f64 #s(literal -1/4 binary64) y #s(literal -1/3 binary64)) (-.f64 z #s(literal 1 binary64))) y (fma.f64 #s(literal -1/2 binary64) z #s(literal 1/2 binary64))) y (-.f64 #s(literal 1 binary64) z)) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (fma.f64 (-.f64 #s(literal 1 binary64) z) y (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y t))))
(if (<=.f64 t #s(literal -580000000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 t #s(literal 16500000 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (neg (+ (* (- z 1) y) t)) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (or (<=.f64 t #s(literal -580000000000000000000 binary64)) (not (<=.f64 t #s(literal 16500000 binary64)))) (-.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 (log.f64 y) (-.f64 x #s(literal 1 binary64)) #s(approx (neg (+ (* (- z 1) y) t)) (*.f64 (-.f64 #s(literal 1 binary64) z) y)))))
(if (<=.f64 t #s(literal -580000000000000000000 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 t #s(literal 16500000 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) #s(approx (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (or (<=.f64 t #s(literal -580000000000000000000 binary64)) (not (<=.f64 t #s(literal 16500000 binary64)))) (-.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) #s(approx (+ (* (log y) (- x 1)) (neg (+ (* (- z 1) y) t))) (fma.f64 (neg.f64 y) z (fma.f64 (log.f64 y) (-.f64 x #s(literal 1 binary64)) y)))))
(if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -499999999999999969854583185801589293056 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 (-.f64 x #s(literal 1 binary64)) #s(literal -1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (neg.f64 (fma.f64 (-.f64 z #s(literal 1 binary64)) y (log.f64 y))))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t)))
(if (<=.f64 y #s(literal 6490371073168535/324518553658426726783156020576256 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log1p.f64 (neg.f64 y)) z)) t))
(if (<=.f64 x #s(literal -41 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t) (if (<=.f64 x #s(literal 1 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) (*.f64 (log.f64 y) x)) t)))
(if (or (<=.f64 x #s(literal -41 binary64)) (not (<=.f64 x #s(literal 1 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 (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t))
(if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal -10000000000000000597830782460516151851749290252338090708736359498322008205751130936310560341066601403445681992244323541365884452864 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 217/2 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t) (if (<=.f64 (+.f64 (*.f64 (-.f64 x #s(literal 1 binary64)) (log.f64 y)) (*.f64 (-.f64 z #s(literal 1 binary64)) (log.f64 (-.f64 #s(literal 1 binary64) y)))) #s(literal 199999999999999993726732215835951104 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (* (- x 1) (log y)) (neg.f64 (log.f64 y)))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)))))
(if (<=.f64 x #s(literal -12999999999999999868938755134980096 binary64)) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x)) (if (<=.f64 x #s(literal 3100000000000000063006426448380921045963034891944464679797601676346715729043620795528143995105398603055816977563188732100608 binary64)) (-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t) #s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (*.f64 (log.f64 y) x))))
(if (or (<=.f64 x #s(literal -12999999999999999868938755134980096 binary64)) (not (<=.f64 x #s(literal 3100000000000000063006426448380921045963034891944464679797601676346715729043620795528143995105398603055816977563188732100608 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 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t))
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (-.f64 #s(literal 1 binary64) z) y))) t)
(-.f64 #s(approx (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) #s(approx (+ (* (- 1 z) y) (* (- x 1) (log y))) (*.f64 (neg.f64 z) y))) t)
#s(approx (- (+ (* (- x 1) (log y)) (* (- z 1) (log (- 1 y)))) t) (neg.f64 t))

soundness1.4s (10.4%)

Memory
6.1MiB live, 772.3MiB allocated
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04663317
114513039
246612848
089722636
03141784
110371653
233081574
086681474
02261566
17001428
221701336
375181336
080931246
Stop Event
1×fuel
1×iter limit
1×node limit
1×iter limit
1×node limit
1×iter limit
1×node limit
Compiler

Compiled 987 to 391 computations (60.4% saved)

preprocess115.0ms (0.8%)

Memory
-0.1MiB live, 160.6MiB allocated
Compiler

Compiled 1 576 to 286 computations (81.9% saved)

end0.0ms (0%)

Memory
0.0MiB live, 0.0MiB allocated

Profiling

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