# 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: addn""" import akg.topi from akg.utils import validation_check as vc_util @vc_util.check_input_type(((list, tuple), akg.tvm.tensor.Tensor)) def addn(data): """ Compute sum of all elements in tensor. Args: data (tvm.tensor.Tensor): Tensor of of type float16, float32. Returns: tvm.tensor.Tensor, compute result, get all elements' sum. """ # check types dtype = data[0].dtype vc_util.ops_dtype_check(dtype, vc_util.DtypeForDavinci.ALL_FLOAT) res = data[0] for i in range(1, len(data)): vc_util.elemwise_dtype_check(res.dtype, data[i].dtype) vc_util.elemwise_shape_check(res.shape, data[i].shape) res = akg.topi.elemwise_sum(data) return res