# 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: # Contains unit tests for encode_biases API for an external consumer import random import numpy as np from ethosu.vela.weight_compressor import encode_bias def test_encode_bias(): bias_lower_limit = -(1 << (40 - 1)) bias_upper_limit = (1 << (40 - 1)) - 1 scale_lower_limit = 0 scale_upper_limit = (1 << 32) - 1 shift_lower_limit = 0 shift_upper_limit = (1 << 6) - 1 for _ in range(30): bias = np.int64(random.randint(bias_lower_limit, bias_upper_limit)) scale = int(random.randint(scale_lower_limit, scale_upper_limit)) shift = int(random.randint(shift_lower_limit, shift_upper_limit)) biases_enc = encode_bias(bias, scale, shift) assert isinstance(biases_enc, bytearray) assert len(biases_enc) == 10