#!/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: clear_zero""" import akg.tvm from akg.utils import kernel_exec as utils from akg.utils.dsl_create import TensorUtils from akg.utils import validation_check as vc_util @vc_util.check_input_type(akg.tvm.tensor.Tensor) def clear_zero(data): """ Sets all elements in tensor to zero. Args: data (tvm.tensor.Tensor): Tensor needs to be cleared to zero. Returns: out: tvm.tensor.Tensor will all elements with value zero. attrs: dict. """ shape = [x for x in data.shape] zero = akg.tvm.const(0, data.dtype) out = akg.tvm.compute(shape, lambda *i: zero, "out") out, binds_info = TensorUtils.inplace_set(data, out) attrs = {utils.BINDS: binds_info} return out, attrs