#!/usr/bin/env python3 # coding: utf-8 # Copyright 2019 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: zeros_like""" import akg.tvm from akg.utils import validation_check as vc_util @vc_util.check_input_type(akg.tvm.tensor.Tensor) def zeros_like(input): """ Generate an array of zeros. Args: input(tvm.tensor.Tensor): Tensor. Returns: tvm.tensor.Tensor with the same type and shape as input. """ dtype = input.dtype shape = [x.value for x in input.shape] vc_util.ops_dtype_check(dtype, [vc_util.DtypeForDavinci.ALL_FLOAT, vc_util.DtypeForDavinci.INT32]) vc_util.check_shape(shape) output = akg.tvm.compute(input.shape, lambda *i: akg.tvm.const(0, input.dtype), name="output") return output