from cupy import _core from cupy._math import ufunc exp = ufunc.create_math_ufunc( 'exp', 1, 'cupy_exp', '''Elementwise exponential function. .. seealso:: :data:`numpy.exp` ''') expm1 = ufunc.create_math_ufunc( 'expm1', 1, 'cupy_expm1', '''Computes ``exp(x) - 1`` elementwise. .. seealso:: :data:`numpy.expm1` ''') exp2 = _core.create_ufunc( 'cupy_exp2', ('e->e', 'f->f', 'd->d', 'F->F', 'D->D'), 'out0 = pow(in0_type(2), in0)', doc='''Elementwise exponentiation with base 2. .. seealso:: :data:`numpy.exp2` ''') log = ufunc.create_math_ufunc( 'log', 1, 'cupy_log', '''Elementwise natural logarithm function. .. seealso:: :data:`numpy.log` ''') log10 = ufunc.create_math_ufunc( 'log10', 1, 'cupy_log10', '''Elementwise common logarithm function. .. seealso:: :data:`numpy.log10` ''') log2 = ufunc.create_math_ufunc( 'log2', 1, 'cupy_log2', '''Elementwise binary logarithm function. .. seealso:: :data:`numpy.log2` ''') log1p = ufunc.create_math_ufunc( 'log1p', 1, 'cupy_log1p', '''Computes ``log(1 + x)`` elementwise. .. seealso:: :data:`numpy.log1p` ''') logaddexp = _core.create_ufunc( 'cupy_logaddexp', ('ee->e', 'ff->f', 'dd->d'), ''' if (in0 == in1) { /* Handles infinities of the same sign */ out0 = in0 + log(2.0); } else { out0 = fmax(in0, in1) + log1p(exp(-fabs(in0 - in1))); } ''', doc='''Computes ``log(exp(x1) + exp(x2))`` elementwise. .. seealso:: :data:`numpy.logaddexp` ''') logaddexp2 = _core.create_ufunc( 'cupy_logaddexp2', ('ee->e', 'ff->f', 'dd->d'), ''' if (in0 == in1) { /* Handles infinities of the same sign */ out0 = in0 + 1.0; } else { out0 = fmax(in0, in1) + log2(1 + exp2(-fabs(in0 - in1))); } ''', doc='''Computes ``log2(exp2(x1) + exp2(x2))`` elementwise. .. seealso:: :data:`numpy.logaddexp2` ''')