# Copyright (C) 2020 Arm Limited or its affiliates. All rights reserved. # # SPDX-License-Identifier: Apache-2.0 # # 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 # # 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. # Description: # Defines the class Shape4D. from .numeric_util import full_shape class Shape4D: """ 4D Shape (in NHWC format) """ def __init__(self, shape, base=1): assert shape is not None assert len(shape) <= 4 self._shape4D = tuple(full_shape(4, shape, base)) def __str__(self): return f"" def __eq__(self, other): return self._shape4D == other._shape4D def clone(self): return Shape4D(self.as_list()) @property def batch(self): return self._shape4D[0] @property def height(self): return self._shape4D[1] @property def width(self): return self._shape4D[2] @property def depth(self): return self._shape4D[3] @batch.setter def batch(self, new_batch): self._shape4D = (new_batch, self._shape4D[1], self._shape4D[2], self._shape4D[3]) @height.setter def height(self, new_height): self._shape4D = (self._shape4D[0], new_height, self._shape4D[2], self._shape4D[3]) @width.setter def width(self, new_width): self._shape4D = (self._shape4D[0], self._shape4D[1], new_width, self._shape4D[3]) @depth.setter def depth(self, new_depth): self._shape4D = (self._shape4D[0], self._shape4D[1], self._shape4D[2], new_depth) def get_dim(self, dim): assert -4 <= dim < 4 return self._shape4D[dim] def as_list(self): return list(self._shape4D) def get_hw_as_list(self): return list([self.height, self.width])