Coverage for /pythoncovmergedfiles/medio/medio/usr/local/lib/python3.8/site-packages/tensorflow/lite/python/metrics/metrics.py: 60%

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.""" 

16import os 

17from typing import Optional, Text 

18 

19# pylint: disable=g-import-not-at-top 

20if not os.path.splitext(__file__)[0].endswith( 

21 os.path.join('tflite_runtime', 'metrics_portable')): 

22 # This file is part of tensorflow package. 

23 from tensorflow.lite.python.metrics import metrics_interface # type: ignore 

24else: 

25 # This file is part of tflite_runtime package. 

26 from tflite_runtime import metrics_interface # type: ignore 

27# pylint: enable=g-import-not-at-top 

28 

29 

30class TFLiteMetrics(metrics_interface.TFLiteMetricsInterface): 

31 """TFLite metrics helper.""" 

32 

33 def __init__(self, 

34 model_hash: Optional[Text] = None, 

35 model_path: Optional[Text] = None) -> None: 

36 pass 

37 

38 def increase_counter_debugger_creation(self): 

39 pass 

40 

41 def increase_counter_interpreter_creation(self): 

42 pass 

43 

44 def increase_counter_converter_attempt(self): 

45 pass 

46 

47 def increase_counter_converter_success(self): 

48 pass 

49 

50 def set_converter_param(self, name, value): 

51 pass 

52 

53 def set_converter_error(self, error_data): 

54 pass 

55 

56 def set_converter_latency(self, value): 

57 pass 

58 

59 

60class TFLiteConverterMetrics(TFLiteMetrics): 

61 """Similar to TFLiteMetrics but specialized for converter.""" 

62 

63 def __del__(self): 

64 pass 

65 

66 def set_export_required(self): 

67 pass 

68 

69 def export_metrics(self): 

70 pass