#!/usr/bin/env python # Copyright (c) 2017-2019, Intel Corporation # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # * Redistributions of source code must retain the above copyright notice, # this list of conditions and the following disclaimer. # * Redistributions in binary form must reproduce the above copyright # notice, this list of conditions and the following disclaimer in the # documentation and/or other materials provided with the distribution. # * Neither the name of Intel Corporation nor the names of its contributors # may be used to endorse or promote products derived from this software # without specific prior written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE # DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE # FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL # DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR # SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER # CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, # OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. from numpy import (half, float32, asarray, ndarray, longdouble, float64, longcomplex, complex_) __all__ = ['__upcast_float16_array', '__downcast_float128_array'] def __upcast_float16_array(x): """ Used in _scipy_fft to upcast float16 to float32, instead of float64, as mkl_fft would do""" if hasattr(x, "dtype"): xdt = x.dtype if xdt == half: # no half-precision routines, so convert to single precision return asarray(x, dtype=float32) if xdt == longdouble and not xdt == float64: raise ValueError("type %s is not supported" % xdt) if not isinstance(x, ndarray): __x = asarray(x) xdt = __x.dtype if xdt == half: # no half-precision routines, so convert to single precision return asarray(__x, dtype=float32) if xdt == longdouble and not xdt == float64: raise ValueError("type %s is not supported" % xdt) return __x return x def __downcast_float128_array(x): """ Used in _numpy_fft to unsafely downcast float128/complex256 to complex128, instead of raising an error""" if hasattr(x, "dtype"): xdt = x.dtype if xdt == longdouble and not xdt == float64: return asarray(x, dtype=float64) elif xdt == longcomplex and not xdt == complex_: return asarray(x, dtype=complex_) if not isinstance(x, ndarray): __x = asarray(x) xdt = __x.dtype if xdt == longdouble and not xdt == float64: return asarray(x, dtype=float64) elif xdt == longcomplex and not xdt == complex_: return asarray(x, dtype=complex_) return __x return x