1# Copyright 2021 The TensorFlow Authors. All Rights Reserved. 2# 3# Licensed under the Apache License, Version 2.0 (the "License"); 4# you may not use this file except in compliance with the License. 5# You may obtain a copy of the License at 6# 7# http://www.apache.org/licenses/LICENSE-2.0 8# 9# Unless required by applicable law or agreed to in writing, software 10# distributed under the License is distributed on an "AS IS" BASIS, 11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12# See the License for the specific language governing permissions and 13# limitations under the License. 14# ============================================================================== 15"""Python TFLite metrics helper interface.""" 16import abc 17 18 19class TFLiteMetricsInterface(metaclass=abc.ABCMeta): 20 """Abstract class for TFLiteMetrics.""" 21 22 @abc.abstractmethod 23 def increase_counter_debugger_creation(self): 24 raise NotImplementedError 25 26 @abc.abstractmethod 27 def increase_counter_interpreter_creation(self): 28 raise NotImplementedError 29 30 @abc.abstractmethod 31 def increase_counter_converter_attempt(self): 32 raise NotImplementedError 33 34 @abc.abstractmethod 35 def increase_counter_converter_success(self): 36 raise NotImplementedError 37 38 @abc.abstractmethod 39 def set_converter_param(self, name, value): 40 raise NotImplementedError 41 42 @abc.abstractmethod 43 def set_converter_error(self, error_data): 44 raise NotImplementedError 45 46 @abc.abstractmethod 47 def set_converter_latency(self, value): 48 raise NotImplementedError 49