§ `ƒiè ãóè—ddlmZdZejddded¬¦«Zejdd d ed ¬¦«Zejd d d ed¬¦«Zejdd ded¬¦«Zejdd ded¬¦«ZdS)é)Ú_corea1 #include double __device__ entr(double x) { if (isnan(x)) { return CUDART_NAN; } else if (x > 0){ return -x * log(x); } else if (x == 0){ return 0; } else { return -CUDART_INF; } } double __device__ kl_div(double x, double y) { if (isnan(x) || isnan(y)) { return CUDART_NAN; } else if (x > 0 && y > 0) { return x * log(x / y) - x + y; } else if (x == 0 && y >= 0) { return y; } else { return CUDART_INF; } } double __device__ rel_entr(double x, double y) { if (isnan(x) || isnan(y)) { return CUDART_NAN; } else if (x > 0 && y > 0) { return x * log(x / y); } else if (x == 0 && y >= 0) { return 0; } else { return CUDART_INF; } } double __device__ huber(double delta, double r) { if (delta < 0) { return CUDART_INF; } else if (abs(r) <= delta) { return 0.5 * r * r; } else { return delta * (abs(r) - 0.5 * delta); } } double __device__ pseudo_huber(double delta, double r) { if (delta < 0) { return CUDART_INF; } else if (delta == 0 || r == 0) { return 0; } else { double u = delta; double v = r / delta; return u * u * (sqrt(1 + v * v) - 1); } } Úcupyx_scipy_special_entr)zf->fzd->dzout0 = out0_type(entr(in0));z^Elementwise function for computing entropy. .. seealso:: :meth:`scipy.special.entr` )ÚpreambleÚdocÚcupyx_scipy_special_kl_div)zff->fzdd->dz#out0 = out0_type(kl_div(in0, in1));ztElementwise function for computing Kullback-Leibler divergence. .. seealso:: :meth:`scipy.special.kl_div` Úcupyx_scipy_special_rel_entrz%out0 = out0_type(rel_entr(in0, in1));zkElementwise function for computing relative entropy. .. seealso:: :meth:`scipy.special.rel_entr` Úcupyx_scipy_special_huberz"out0 = out0_type(huber(in0, in1));zfElementwise function for computing the Huber loss. .. seealso:: :meth:`scipy.special.huber` Ú cupyx_scipy_special_pseudo_huberz)out0 = out0_type(pseudo_huber(in0, in1));ztElementwise function for computing the Pseudo-Huber loss. .. seealso:: :meth:`scipy.special.pseudo_huber` N) ÚcupyrÚ_float_preambleÚ create_ufuncÚentrÚkl_divÚrel_entrÚhuberÚ pseudo_huber©óúx/home/jaya/work/projects/VOICE-AGENT/VIET/agent-env/lib/python3.11/site-packages/cupyx/scipy/special/_convex_analysis.pyúrsÿðØÐÐÐÐÐð=€ð@€uÔØÐ 0Ø"Ø ð ð  ñ ô €ð ˆÔ Ø Ð"4Ø)Ø ð ð  ñ ô €ð ˆ5Ô Ø"Ð$6Ø+Ø ð ð  ñ ô €ð ˆÔØÐ!3Ø(Ø ð ð  ñ ô €ð"ˆuÔ!Ø&Ð(:Ø/Ø ð ð  ñ ô € € € r