Coverage for /pythoncovmergedfiles/medio/medio/usr/local/lib/python3.8/site-packages/tensorflow/core/protobuf/tpu/optimization_parameters_pb2.py: 16%

1# -*- coding: utf-8 -*- 

2# Generated by the protocol buffer compiler. DO NOT EDIT! 

3# source: tensorflow/core/protobuf/tpu/optimization_parameters.proto 

4"""Generated protocol buffer code.""" 

5from google.protobuf.internal import builder as _builder 

6from google.protobuf import descriptor as _descriptor 

7from google.protobuf import descriptor_pool as _descriptor_pool 

8from google.protobuf import symbol_database as _symbol_database 

9# @@protoc_insertion_point(imports) 

10 

11_sym_db = _symbol_database.Default() 

12 

13 

14from google.protobuf import wrappers_pb2 as google_dot_protobuf_dot_wrappers__pb2 

15from tensorflow.compiler.xla.service import hlo_pb2 as tensorflow_dot_compiler_dot_xla_dot_service_dot_hlo__pb2 

16 

17 

18DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n:tensorflow/core/protobuf/tpu/optimization_parameters.proto\x12\x0etensorflow.tpu\x1a\x1egoogle/protobuf/wrappers.proto\x1a)tensorflow/compiler/xla/service/hlo.proto\"h\n\x0e\x43lippingLimits\x12*\n\x05lower\x18\x01 \x01(\x0b\x32\x1b.google.protobuf.FloatValue\x12*\n\x05upper\x18\x02 \x01(\x0b\x32\x1b.google.protobuf.FloatValue\"v\n\x15SimulatedQuantization\x12\x0f\n\x07\x65nabled\x18\x01 \x01(\x08\x12\x37\n\x0f\x63lipping_limits\x18\x02 \x01(\x0b\x32\x1e.tensorflow.tpu.ClippingLimits\x12\x13\n\x0bnum_buckets\x18\x03 \x01(\x05\"\"\n\x13\x44ynamicLearningRate\x12\x0b\n\x03tag\x18\x01 \x01(\x05\"k\n\x0cLearningRate\x12\x12\n\x08\x63onstant\x18\x01 \x01(\x02H\x00\x12\x36\n\x07\x64ynamic\x18\x02 \x01(\x0b\x32#.tensorflow.tpu.DynamicLearningRateH\x00\x42\x0f\n\rlearning_rate\".\n\x11\x41\x64\x61gradParametersJ\x04\x08\x01\x10\x02R\x13initial_accumulator\"u\n\x19\x41\x64\x61gradMomentumParameters\x12\x10\n\x08momentum\x18\x01 \x01(\x02\x12\x14\n\x0cuse_nesterov\x18\x02 \x01(\x08\x12\x10\n\x08\x65xponent\x18\x03 \x01(\x02\x12\r\n\x05\x62\x65ta2\x18\x04 \x01(\x02\x12\x0f\n\x07\x65psilon\x18\x05 \x01(\x02\"m\n\x18\x42oundedAdagradParameters\x12 \n\x18update_accumulator_first\x18\x01 \x01(\x08\x12\x16\n\x0emax_var_update\x18\x02 \x01(\x02\x12\x17\n\x0fmax_accumulator\x18\x03 \x01(\x02\"%\n#StochasticGradientDescentParameters\"\xb6\x01\n\x0e\x46trlParameters\x12\n\n\x02l1\x18\x01 \x01(\x02\x12\n\n\x02l2\x18\x02 \x01(\x02\x12\x10\n\x08lr_power\x18\x03 \x01(\x02\x12\x0c\n\x04\x62\x65ta\x18\x07 \x01(\x02\x12\x1d\n\x15multiply_linear_by_lr\x18\x06 \x01(\x08\x12\"\n\x16\x61llow_zero_accumulator\x18\x08 \x01(\x08\x42\x02\x18\x01J\x04\x08\x04\x10\x05J\x04\x08\x05\x10\x06R\rinitial_accumR\x0einitial_linear\"\x99\x01\n\x0e\x41\x64\x61mParameters\x12\r\n\x05\x62\x65ta1\x18\x03 \x01(\x02\x12\r\n\x05\x62\x65ta2\x18\x04 \x01(\x02\x12\x0f\n\x07\x65psilon\x18\x05 \x01(\x02\x12\x19\n\x11use_non_lazy_adam\x18\x08 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19 

20_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals()) 

21_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'tensorflow.core.protobuf.tpu.optimization_parameters_pb2', globals()) 

22if _descriptor._USE_C_DESCRIPTORS == False: 

23 

24 DESCRIPTOR._options = None 

25 _FTRLPARAMETERS.fields_by_name['allow_zero_accumulator']._options = None 

26 _FTRLPARAMETERS.fields_by_name['allow_zero_accumulator']._serialized_options = b'\030\001' 

27 _CLIPPINGLIMITS._serialized_start=153 

28 _CLIPPINGLIMITS._serialized_end=257 

29 _SIMULATEDQUANTIZATION._serialized_start=259 

30 _SIMULATEDQUANTIZATION._serialized_end=377 

31 _DYNAMICLEARNINGRATE._serialized_start=379 

32 _DYNAMICLEARNINGRATE._serialized_end=413 

33 _LEARNINGRATE._serialized_start=415 

34 _LEARNINGRATE._serialized_end=522 

35 _ADAGRADPARAMETERS._serialized_start=524 

36 _ADAGRADPARAMETERS._serialized_end=570 

37 _ADAGRADMOMENTUMPARAMETERS._serialized_start=572 

38 _ADAGRADMOMENTUMPARAMETERS._serialized_end=689 

39 _BOUNDEDADAGRADPARAMETERS._serialized_start=691 

40 _BOUNDEDADAGRADPARAMETERS._serialized_end=800 

41 _STOCHASTICGRADIENTDESCENTPARAMETERS._serialized_start=802 

42 _STOCHASTICGRADIENTDESCENTPARAMETERS._serialized_end=839 

43 _FTRLPARAMETERS._serialized_start=842 

44 _FTRLPARAMETERS._serialized_end=1024 

45 _ADAMPARAMETERS._serialized_start=1027 

46 _ADAMPARAMETERS._serialized_end=1180 

47 _MOMENTUMPARAMETERS._serialized_start=1182 

48 _MOMENTUMPARAMETERS._serialized_end=1263 

49 _RMSPROPPARAMETERS._serialized_start=1265 

50 _RMSPROPPARAMETERS._serialized_end=1369 

51 _CENTEREDRMSPROPPARAMETERS._serialized_start=1372 

52 _CENTEREDRMSPROPPARAMETERS._serialized_end=1502 

53 _MDLADAGRADLIGHTPARAMETERS._serialized_start=1505 

54 _MDLADAGRADLIGHTPARAMETERS._serialized_end=1918 

55 _ADADELTAPARAMETERS._serialized_start=1920 

56 _ADADELTAPARAMETERS._serialized_end=2019 

57 _PROXIMALADAGRADPARAMETERS._serialized_start=2021 

58 _PROXIMALADAGRADPARAMETERS._serialized_end=2099 

59 _ONLINEYOGIPARAMETERS._serialized_start=2101 

60 _ONLINEYOGIPARAMETERS._serialized_end=2174 

61 _PROXIMALYOGIPARAMETERS._serialized_start=2176 

62 _PROXIMALYOGIPARAMETERS._serialized_end=2283 

63 _FREQUENCYESTIMATORPARAMETERS._serialized_start=2285 

64 _FREQUENCYESTIMATORPARAMETERS._serialized_end=2399 

65 _USERDEFINEDPROGRAMPARAMETERS._serialized_start=2401 

66 _USERDEFINEDPROGRAMPARAMETERS._serialized_end=2475 

67 _ASSIGNPARAMETERS._serialized_start=2477 

68 _ASSIGNPARAMETERS._serialized_end=2495 

69 _GRADIENTACCUMULATIONSTATUS._serialized_start=2497 

70 _GRADIENTACCUMULATIONSTATUS._serialized_end=2579 

71 _GRADIENTACCUMULATIONSTATUS_STATUS._serialized_start=2527 

72 _GRADIENTACCUMULATIONSTATUS_STATUS._serialized_end=2579 

73 _LOWDIMENSIONALPACKINGSTATUS._serialized_start=2581 

74 _LOWDIMENSIONALPACKINGSTATUS._serialized_end=2664 

75 _LOWDIMENSIONALPACKINGSTATUS_STATUS._serialized_start=2527 

76 _LOWDIMENSIONALPACKINGSTATUS_STATUS._serialized_end=2579 

77 _HOTIDREPLICATIONCONFIGURATION._serialized_start=2667 

78 _HOTIDREPLICATIONCONFIGURATION._serialized_end=2842 

79 _HOTIDREPLICATIONCONFIGURATION_STATUS._serialized_start=2770 

80 _HOTIDREPLICATIONCONFIGURATION_STATUS._serialized_end=2842 

81 _OPTIMIZATIONPARAMETERS._serialized_start=2845 

82 _OPTIMIZATIONPARAMETERS._serialized_end=4593 

83 _STATEVARIABLESPECIFICATION._serialized_start=4596 

84 _STATEVARIABLESPECIFICATION._serialized_end=4882 

85 _STATEVARIABLESPECIFICATION_USERDEFINED._serialized_start=4811 

86 _STATEVARIABLESPECIFICATION_USERDEFINED._serialized_end=4830 

87 _STATEVARIABLESPECIFICATION_FILLWITHCONSTANT._serialized_start=4832 

88 _STATEVARIABLESPECIFICATION_FILLWITHCONSTANT._serialized_end=4873 

89# @@protoc_insertion_point(module_scope)