# Copyright 2020 Huawei Technologies Co., Ltd # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """operator dsl function: round""" import akg.topi import akg.tvm from akg.utils import validation_check as vc_util @vc_util.check_input_type(akg.tvm.tensor.Tensor) def round(data): """ Round elements of x to nearest integer. Args: data (tvm.tensor.Tensor): Tensor of type float16, float32, int8, unit8, int32. Returns: tvm.tensor.Tensor of same type and shape as data. """ vc_util.check_shape(data.shape) in_type = data.dtype if in_type == 'float16': data = akg.topi.cast(data, 'float32') output = akg.topi.round(data) if in_type == 'float16': output = akg.topi.cast(output, 'float16') return output