
(FPCore (x y) :precision binary64 (- (log (+ 1.0 (exp x))) (* x y)))
double code(double x, double y) {
return log((1.0 + exp(x))) - (x * y);
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
code = log((1.0d0 + exp(x))) - (x * y)
end function
public static double code(double x, double y) {
return Math.log((1.0 + Math.exp(x))) - (x * y);
}
def code(x, y): return math.log((1.0 + math.exp(x))) - (x * y)
function code(x, y) return Float64(log(Float64(1.0 + exp(x))) - Float64(x * y)) end
function tmp = code(x, y) tmp = log((1.0 + exp(x))) - (x * y); end
code[x_, y_] := N[(N[Log[N[(1.0 + N[Exp[x], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - N[(x * y), $MachinePrecision]), $MachinePrecision]
\log \left(1 + e^{x}\right) - x \cdot y
Please include this information when filing a bug report:
herbie shell --seed 2023243
(FPCore (x y)
:name "Logistic regression 2"
:precision binary64
:herbie-target
(if (<= x 0.0) (- (log (+ 1.0 (exp x))) (* x y)) (- (log (+ 1.0 (exp (- x)))) (* (- x) (- 1.0 y))))
(- (log (+ 1.0 (exp x))) (* x y)))
| _arb-ptr: contract violation expected: _arb? given: '(ival-illegal) | L | C | |
|---|---|---|---|
| _arb-ptr | unknown | ||
| arb->ival | /home/nightlies/herbie/arb-support/src/arb.rkt | 160 | 0 |
| search-step | /home/nightlies/herbie/arb-support/src/searchreals.rkt | 37 | 0 |
| find-intervals | /home/nightlies/herbie/arb-support/src/searchreals.rkt | 87 | 0 |
| make-sampler | /home/nightlies/herbie/arb-support/src/sampling.rkt | 94 | 0 |
| sample-points | /home/nightlies/herbie/arb-support/src/ground-truth.rkt | 64 | 0 |
| setup-context! | /home/nightlies/herbie/arb-support/src/mainloop.rkt | 293 | 0 |
| get-alternatives/report | /home/nightlies/herbie/arb-support/src/sandbox.rkt | 148 | 0 |
| (unnamed) | /home/nightlies/herbie/arb-support/src/sandbox.rkt | 247 | 6 |
| (unnamed) | /usr/share/racket/pkgs/profile-lib/main.rkt | 40 | 10 |
| profile-thunk | /usr/share/racket/pkgs/profile-lib/main.rkt | 9 | 0 |
| (unnamed) | /usr/share/racket/collects/racket/engine.rkt | 42 | 24 |