upgrade protoc to v4.21.12 (#1212) (#1217)

* upgrade protoc to v4.21.12

* modify requirements

* add flake skip for automate generated code

requirements.txt

@@ -3,7 +3,7 @@ flask >= 1.1.1
 Flask-Babel >= 3.0.0
 numpy
 Pillow >= 7.0.0
-protobuf >= 3.11.0
+protobuf >= 3.20.0
 requests
 six >= 1.14.0
 matplotlib

visualdl/component/inference/proto/model_config_pb2.py

@@ -5,10 +5,8 @@
 """Generated protocol buffer code."""
 from google.protobuf import descriptor as _descriptor
 from google.protobuf import descriptor_pool as _descriptor_pool
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
 from google.protobuf import symbol_database as _symbol_database
-from google.protobuf.internal import enum_type_wrapper
+from google.protobuf.internal import builder as _builder
 # @@protoc_insertion_point(imports)
 
 _sym_db = _symbol_database.Default()
@@ -17,693 +15,9 @@ DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(
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 )
 
-_DATATYPE = DESCRIPTOR.enum_types_by_name['DataType']
-DataType = enum_type_wrapper.EnumTypeWrapper(_DATATYPE)
-TYPE_INVALID = 0
-TYPE_BOOL = 1
-TYPE_UINT8 = 2
-TYPE_UINT16 = 3
-TYPE_UINT32 = 4
-TYPE_UINT64 = 5
-TYPE_INT8 = 6
-TYPE_INT16 = 7
-TYPE_INT32 = 8
-TYPE_INT64 = 9
-TYPE_FP16 = 10
-TYPE_FP32 = 11
-TYPE_FP64 = 12
-TYPE_STRING = 13
-TYPE_BF16 = 14
-
-_MODELRATELIMITER = DESCRIPTOR.message_types_by_name['ModelRateLimiter']
-_MODELRATELIMITER_RESOURCE = _MODELRATELIMITER.nested_types_by_name['Resource']
-_MODELINSTANCEGROUP = DESCRIPTOR.message_types_by_name['ModelInstanceGroup']
-_MODELINSTANCEGROUP_SECONDARYDEVICE = _MODELINSTANCEGROUP.nested_types_by_name[
-    'SecondaryDevice']
-_MODELTENSORRESHAPE = DESCRIPTOR.message_types_by_name['ModelTensorReshape']
-_MODELINPUT = DESCRIPTOR.message_types_by_name['ModelInput']
-_MODELOUTPUT = DESCRIPTOR.message_types_by_name['ModelOutput']
-_BATCHINPUT = DESCRIPTOR.message_types_by_name['BatchInput']
-_BATCHOUTPUT = DESCRIPTOR.message_types_by_name['BatchOutput']
-_MODELVERSIONPOLICY = DESCRIPTOR.message_types_by_name['ModelVersionPolicy']
-_MODELVERSIONPOLICY_LATEST = _MODELVERSIONPOLICY.nested_types_by_name['Latest']
-_MODELVERSIONPOLICY_ALL = _MODELVERSIONPOLICY.nested_types_by_name['All']
-_MODELVERSIONPOLICY_SPECIFIC = _MODELVERSIONPOLICY.nested_types_by_name[
-    'Specific']
-_MODELOPTIMIZATIONPOLICY = DESCRIPTOR.message_types_by_name[
-    'ModelOptimizationPolicy']
-_MODELOPTIMIZATIONPOLICY_GRAPH = _MODELOPTIMIZATIONPOLICY.nested_types_by_name[
-    'Graph']
-_MODELOPTIMIZATIONPOLICY_CUDA = _MODELOPTIMIZATIONPOLICY.nested_types_by_name[
-    'Cuda']
-_MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC = _MODELOPTIMIZATIONPOLICY_CUDA.nested_types_by_name[
-    'GraphSpec']
-_MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC_SHAPE = _MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC.nested_types_by_name[
-    'Shape']
-_MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC_LOWERBOUND = _MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC.nested_types_by_name[
-    'LowerBound']
-_MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC_LOWERBOUND_INPUTENTRY = _MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC_LOWERBOUND.nested_types_by_name[
-    'InputEntry']
-_MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC_INPUTENTRY = _MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC.nested_types_by_name[
-    'InputEntry']
-_MODELOPTIMIZATIONPOLICY_EXECUTIONACCELERATORS = _MODELOPTIMIZATIONPOLICY.nested_types_by_name[
-    'ExecutionAccelerators']
-_MODELOPTIMIZATIONPOLICY_EXECUTIONACCELERATORS_ACCELERATOR = _MODELOPTIMIZATIONPOLICY_EXECUTIONACCELERATORS.nested_types_by_name[
-    'Accelerator']
-_MODELOPTIMIZATIONPOLICY_EXECUTIONACCELERATORS_ACCELERATOR_PARAMETERSENTRY = _MODELOPTIMIZATIONPOLICY_EXECUTIONACCELERATORS_ACCELERATOR.nested_types_by_name[
-    'ParametersEntry']
-_MODELOPTIMIZATIONPOLICY_PINNEDMEMORYBUFFER = _MODELOPTIMIZATIONPOLICY.nested_types_by_name[
-    'PinnedMemoryBuffer']
-_MODELQUEUEPOLICY = DESCRIPTOR.message_types_by_name['ModelQueuePolicy']
-_MODELDYNAMICBATCHING = DESCRIPTOR.message_types_by_name[
-    'ModelDynamicBatching']
-_MODELDYNAMICBATCHING_PRIORITYQUEUEPOLICYENTRY = _MODELDYNAMICBATCHING.nested_types_by_name[
-    'PriorityQueuePolicyEntry']
-_MODELSEQUENCEBATCHING = DESCRIPTOR.message_types_by_name[
-    'ModelSequenceBatching']
-_MODELSEQUENCEBATCHING_CONTROL = _MODELSEQUENCEBATCHING.nested_types_by_name[
-    'Control']
-_MODELSEQUENCEBATCHING_CONTROLINPUT = _MODELSEQUENCEBATCHING.nested_types_by_name[
-    'ControlInput']
-_MODELSEQUENCEBATCHING_INITIALSTATE = _MODELSEQUENCEBATCHING.nested_types_by_name[
-    'InitialState']
-_MODELSEQUENCEBATCHING_STATE = _MODELSEQUENCEBATCHING.nested_types_by_name[
-    'State']
-_MODELSEQUENCEBATCHING_STRATEGYDIRECT = _MODELSEQUENCEBATCHING.nested_types_by_name[
-    'StrategyDirect']
-_MODELSEQUENCEBATCHING_STRATEGYOLDEST = _MODELSEQUENCEBATCHING.nested_types_by_name[
-    'StrategyOldest']
-_MODELENSEMBLING = DESCRIPTOR.message_types_by_name['ModelEnsembling']
-_MODELENSEMBLING_STEP = _MODELENSEMBLING.nested_types_by_name['Step']
-_MODELENSEMBLING_STEP_INPUTMAPENTRY = _MODELENSEMBLING_STEP.nested_types_by_name[
-    'InputMapEntry']
-_MODELENSEMBLING_STEP_OUTPUTMAPENTRY = _MODELENSEMBLING_STEP.nested_types_by_name[
-    'OutputMapEntry']
-_MODELPARAMETER = DESCRIPTOR.message_types_by_name['ModelParameter']
-_MODELWARMUP = DESCRIPTOR.message_types_by_name['ModelWarmup']
-_MODELWARMUP_INPUT = _MODELWARMUP.nested_types_by_name['Input']
-_MODELWARMUP_INPUTSENTRY = _MODELWARMUP.nested_types_by_name['InputsEntry']
-_MODELOPERATIONS = DESCRIPTOR.message_types_by_name['ModelOperations']
-_MODELTRANSACTIONPOLICY = DESCRIPTOR.message_types_by_name[
-    'ModelTransactionPolicy']
-_MODELREPOSITORYAGENTS = DESCRIPTOR.message_types_by_name[
-    'ModelRepositoryAgents']
-_MODELREPOSITORYAGENTS_AGENT = _MODELREPOSITORYAGENTS.nested_types_by_name[
-    'Agent']
-_MODELREPOSITORYAGENTS_AGENT_PARAMETERSENTRY = _MODELREPOSITORYAGENTS_AGENT.nested_types_by_name[
-    'ParametersEntry']
-_MODELRESPONSECACHE = DESCRIPTOR.message_types_by_name['ModelResponseCache']
-_MODELCONFIG = DESCRIPTOR.message_types_by_name['ModelConfig']
-_MODELCONFIG_CCMODELFILENAMESENTRY = _MODELCONFIG.nested_types_by_name[
-    'CcModelFilenamesEntry']
-_MODELCONFIG_METRICTAGSENTRY = _MODELCONFIG.nested_types_by_name[
-    'MetricTagsEntry']
-_MODELCONFIG_PARAMETERSENTRY = _MODELCONFIG.nested_types_by_name[
-    'ParametersEntry']
-_MODELINSTANCEGROUP_SECONDARYDEVICE_SECONDARYDEVICEKIND = _MODELINSTANCEGROUP_SECONDARYDEVICE.enum_types_by_name[
-    'SecondaryDeviceKind']
-_MODELINSTANCEGROUP_KIND = _MODELINSTANCEGROUP.enum_types_by_name['Kind']
-_MODELINPUT_FORMAT = _MODELINPUT.enum_types_by_name['Format']
-_BATCHINPUT_KIND = _BATCHINPUT.enum_types_by_name['Kind']
-_BATCHOUTPUT_KIND = _BATCHOUTPUT.enum_types_by_name['Kind']
-_MODELOPTIMIZATIONPOLICY_MODELPRIORITY = _MODELOPTIMIZATIONPOLICY.enum_types_by_name[
-    'ModelPriority']
-_MODELQUEUEPOLICY_TIMEOUTACTION = _MODELQUEUEPOLICY.enum_types_by_name[
-    'TimeoutAction']
-_MODELSEQUENCEBATCHING_CONTROL_KIND = _MODELSEQUENCEBATCHING_CONTROL.enum_types_by_name[
-    'Kind']
-ModelRateLimiter = _reflection.GeneratedProtocolMessageType(
-    'ModelRateLimiter',
-    (_message.Message, ),
-    {
-        'Resource':
-        _reflection.GeneratedProtocolMessageType(
-            'Resource',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELRATELIMITER_RESOURCE,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelRateLimiter.Resource)
-            }),
-        'DESCRIPTOR':
-        _MODELRATELIMITER,
-        '__module__':
-        'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelRateLimiter)
-    })
-_sym_db.RegisterMessage(ModelRateLimiter)
-_sym_db.RegisterMessage(ModelRateLimiter.Resource)
-
-ModelInstanceGroup = _reflection.GeneratedProtocolMessageType(
-    'ModelInstanceGroup',
-    (_message.Message, ),
-    {
-        'SecondaryDevice':
-        _reflection.GeneratedProtocolMessageType(
-            'SecondaryDevice',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELINSTANCEGROUP_SECONDARYDEVICE,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelInstanceGroup.SecondaryDevice)
-            }),
-        'DESCRIPTOR':
-        _MODELINSTANCEGROUP,
-        '__module__':
-        'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelInstanceGroup)
-    })
-_sym_db.RegisterMessage(ModelInstanceGroup)
-_sym_db.RegisterMessage(ModelInstanceGroup.SecondaryDevice)
-
-ModelTensorReshape = _reflection.GeneratedProtocolMessageType(
-    'ModelTensorReshape',
-    (_message.Message, ),
-    {
-        'DESCRIPTOR': _MODELTENSORRESHAPE,
-        '__module__': 'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelTensorReshape)
-    })
-_sym_db.RegisterMessage(ModelTensorReshape)
-
-ModelInput = _reflection.GeneratedProtocolMessageType(
-    'ModelInput',
-    (_message.Message, ),
-    {
-        'DESCRIPTOR': _MODELINPUT,
-        '__module__': 'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelInput)
-    })
-_sym_db.RegisterMessage(ModelInput)
-
-ModelOutput = _reflection.GeneratedProtocolMessageType(
-    'ModelOutput',
-    (_message.Message, ),
-    {
-        'DESCRIPTOR': _MODELOUTPUT,
-        '__module__': 'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelOutput)
-    })
-_sym_db.RegisterMessage(ModelOutput)
-
-BatchInput = _reflection.GeneratedProtocolMessageType(
-    'BatchInput',
-    (_message.Message, ),
-    {
-        'DESCRIPTOR': _BATCHINPUT,
-        '__module__': 'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.BatchInput)
-    })
-_sym_db.RegisterMessage(BatchInput)
-
-BatchOutput = _reflection.GeneratedProtocolMessageType(
-    'BatchOutput',
-    (_message.Message, ),
-    {
-        'DESCRIPTOR': _BATCHOUTPUT,
-        '__module__': 'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.BatchOutput)
-    })
-_sym_db.RegisterMessage(BatchOutput)
-
-ModelVersionPolicy = _reflection.GeneratedProtocolMessageType(
-    'ModelVersionPolicy',
-    (_message.Message, ),
-    {
-        'Latest':
-        _reflection.GeneratedProtocolMessageType(
-            'Latest',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELVERSIONPOLICY_LATEST,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelVersionPolicy.Latest)
-            }),
-        'All':
-        _reflection.GeneratedProtocolMessageType(
-            'All',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELVERSIONPOLICY_ALL,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelVersionPolicy.All)
-            }),
-        'Specific':
-        _reflection.GeneratedProtocolMessageType(
-            'Specific',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELVERSIONPOLICY_SPECIFIC,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelVersionPolicy.Specific)
-            }),
-        'DESCRIPTOR':
-        _MODELVERSIONPOLICY,
-        '__module__':
-        'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelVersionPolicy)
-    })
-_sym_db.RegisterMessage(ModelVersionPolicy)
-_sym_db.RegisterMessage(ModelVersionPolicy.Latest)
-_sym_db.RegisterMessage(ModelVersionPolicy.All)
-_sym_db.RegisterMessage(ModelVersionPolicy.Specific)
-
-ModelOptimizationPolicy = _reflection.GeneratedProtocolMessageType(
-    'ModelOptimizationPolicy',
-    (_message.Message, ),
-    {
-        'Graph':
-        _reflection.GeneratedProtocolMessageType(
-            'Graph',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELOPTIMIZATIONPOLICY_GRAPH,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy.Graph)
-            }),
-        'Cuda':
-        _reflection.GeneratedProtocolMessageType(
-            'Cuda',
-            (_message.Message, ),
-            {
-                'GraphSpec':
-                _reflection.GeneratedProtocolMessageType(
-                    'GraphSpec',
-                    (_message.Message, ),
-                    {
-                        'Shape':
-                        _reflection.GeneratedProtocolMessageType(
-                            'Shape',
-                            (_message.Message, ),
-                            {
-                                'DESCRIPTOR':
-                                _MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC_SHAPE,
-                                '__module__': 'model_config.protxt_pb2'
-                                # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy.Cuda.GraphSpec.Shape)
-                            }),
-                        'LowerBound':
-                        _reflection.GeneratedProtocolMessageType(
-                            'LowerBound',
-                            (_message.Message, ),
-                            {
-                                'InputEntry':
-                                _reflection.GeneratedProtocolMessageType(
-                                    'InputEntry',
-                                    (_message.Message, ),
-                                    {
-                                        'DESCRIPTOR':
-                                        _MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC_LOWERBOUND_INPUTENTRY,
-                                        '__module__': 'model_config.protxt_pb2'
-                                        # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy.Cuda.GraphSpec.LowerBound.InputEntry)
-                                    }),
-                                'DESCRIPTOR':
-                                _MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC_LOWERBOUND,
-                                '__module__':
-                                'model_config.protxt_pb2'
-                                # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy.Cuda.GraphSpec.LowerBound)
-                            }),
-                        'InputEntry':
-                        _reflection.GeneratedProtocolMessageType(
-                            'InputEntry',
-                            (_message.Message, ),
-                            {
-                                'DESCRIPTOR':
-                                _MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC_INPUTENTRY,
-                                '__module__': 'model_config.protxt_pb2'
-                                # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy.Cuda.GraphSpec.InputEntry)
-                            }),
-                        'DESCRIPTOR':
-                        _MODELOPTIMIZATIONPOLICY_CUDA_GRAPHSPEC,
-                        '__module__':
-                        'model_config.protxt_pb2'
-                        # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy.Cuda.GraphSpec)
-                    }),
-                'DESCRIPTOR':
-                _MODELOPTIMIZATIONPOLICY_CUDA,
-                '__module__':
-                'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy.Cuda)
-            }),
-        'ExecutionAccelerators':
-        _reflection.GeneratedProtocolMessageType(
-            'ExecutionAccelerators',
-            (_message.Message, ),
-            {
-                'Accelerator':
-                _reflection.GeneratedProtocolMessageType(
-                    'Accelerator',
-                    (_message.Message, ),
-                    {
-                        'ParametersEntry':
-                        _reflection.GeneratedProtocolMessageType(
-                            'ParametersEntry',
-                            (_message.Message, ),
-                            {
-                                'DESCRIPTOR':
-                                _MODELOPTIMIZATIONPOLICY_EXECUTIONACCELERATORS_ACCELERATOR_PARAMETERSENTRY,
-                                '__module__': 'model_config.protxt_pb2'
-                                # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy.ExecutionAccelerators.Accelerator.ParametersEntry)
-                            }),
-                        'DESCRIPTOR':
-                        _MODELOPTIMIZATIONPOLICY_EXECUTIONACCELERATORS_ACCELERATOR,
-                        '__module__':
-                        'model_config.protxt_pb2'
-                        # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy.ExecutionAccelerators.Accelerator)
-                    }),
-                'DESCRIPTOR':
-                _MODELOPTIMIZATIONPOLICY_EXECUTIONACCELERATORS,
-                '__module__':
-                'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy.ExecutionAccelerators)
-            }),
-        'PinnedMemoryBuffer':
-        _reflection.GeneratedProtocolMessageType(
-            'PinnedMemoryBuffer',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELOPTIMIZATIONPOLICY_PINNEDMEMORYBUFFER,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy.PinnedMemoryBuffer)
-            }),
-        'DESCRIPTOR':
-        _MODELOPTIMIZATIONPOLICY,
-        '__module__':
-        'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelOptimizationPolicy)
-    })
-_sym_db.RegisterMessage(ModelOptimizationPolicy)
-_sym_db.RegisterMessage(ModelOptimizationPolicy.Graph)
-_sym_db.RegisterMessage(ModelOptimizationPolicy.Cuda)
-_sym_db.RegisterMessage(ModelOptimizationPolicy.Cuda.GraphSpec)
-_sym_db.RegisterMessage(ModelOptimizationPolicy.Cuda.GraphSpec.Shape)
-_sym_db.RegisterMessage(ModelOptimizationPolicy.Cuda.GraphSpec.LowerBound)
-_sym_db.RegisterMessage(
-    ModelOptimizationPolicy.Cuda.GraphSpec.LowerBound.InputEntry)
-_sym_db.RegisterMessage(ModelOptimizationPolicy.Cuda.GraphSpec.InputEntry)
-_sym_db.RegisterMessage(ModelOptimizationPolicy.ExecutionAccelerators)
-_sym_db.RegisterMessage(
-    ModelOptimizationPolicy.ExecutionAccelerators.Accelerator)
-_sym_db.RegisterMessage(
-    ModelOptimizationPolicy.ExecutionAccelerators.Accelerator.ParametersEntry)
-_sym_db.RegisterMessage(ModelOptimizationPolicy.PinnedMemoryBuffer)
-
-ModelQueuePolicy = _reflection.GeneratedProtocolMessageType(
-    'ModelQueuePolicy',
-    (_message.Message, ),
-    {
-        'DESCRIPTOR': _MODELQUEUEPOLICY,
-        '__module__': 'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelQueuePolicy)
-    })
-_sym_db.RegisterMessage(ModelQueuePolicy)
-
-ModelDynamicBatching = _reflection.GeneratedProtocolMessageType(
-    'ModelDynamicBatching',
-    (_message.Message, ),
-    {
-        'PriorityQueuePolicyEntry':
-        _reflection.GeneratedProtocolMessageType(
-            'PriorityQueuePolicyEntry',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELDYNAMICBATCHING_PRIORITYQUEUEPOLICYENTRY,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelDynamicBatching.PriorityQueuePolicyEntry)
-            }),
-        'DESCRIPTOR':
-        _MODELDYNAMICBATCHING,
-        '__module__':
-        'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelDynamicBatching)
-    })
-_sym_db.RegisterMessage(ModelDynamicBatching)
-_sym_db.RegisterMessage(ModelDynamicBatching.PriorityQueuePolicyEntry)
-
-ModelSequenceBatching = _reflection.GeneratedProtocolMessageType(
-    'ModelSequenceBatching',
-    (_message.Message, ),
-    {
-        'Control':
-        _reflection.GeneratedProtocolMessageType(
-            'Control',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELSEQUENCEBATCHING_CONTROL,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelSequenceBatching.Control)
-            }),
-        'ControlInput':
-        _reflection.GeneratedProtocolMessageType(
-            'ControlInput',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELSEQUENCEBATCHING_CONTROLINPUT,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelSequenceBatching.ControlInput)
-            }),
-        'InitialState':
-        _reflection.GeneratedProtocolMessageType(
-            'InitialState',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELSEQUENCEBATCHING_INITIALSTATE,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelSequenceBatching.InitialState)
-            }),
-        'State':
-        _reflection.GeneratedProtocolMessageType(
-            'State',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELSEQUENCEBATCHING_STATE,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelSequenceBatching.State)
-            }),
-        'StrategyDirect':
-        _reflection.GeneratedProtocolMessageType(
-            'StrategyDirect',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELSEQUENCEBATCHING_STRATEGYDIRECT,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelSequenceBatching.StrategyDirect)
-            }),
-        'StrategyOldest':
-        _reflection.GeneratedProtocolMessageType(
-            'StrategyOldest',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELSEQUENCEBATCHING_STRATEGYOLDEST,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelSequenceBatching.StrategyOldest)
-            }),
-        'DESCRIPTOR':
-        _MODELSEQUENCEBATCHING,
-        '__module__':
-        'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelSequenceBatching)
-    })
-_sym_db.RegisterMessage(ModelSequenceBatching)
-_sym_db.RegisterMessage(ModelSequenceBatching.Control)
-_sym_db.RegisterMessage(ModelSequenceBatching.ControlInput)
-_sym_db.RegisterMessage(ModelSequenceBatching.InitialState)
-_sym_db.RegisterMessage(ModelSequenceBatching.State)
-_sym_db.RegisterMessage(ModelSequenceBatching.StrategyDirect)
-_sym_db.RegisterMessage(ModelSequenceBatching.StrategyOldest)
-
-ModelEnsembling = _reflection.GeneratedProtocolMessageType(
-    'ModelEnsembling',
-    (_message.Message, ),
-    {
-        'Step':
-        _reflection.GeneratedProtocolMessageType(
-            'Step',
-            (_message.Message, ),
-            {
-                'InputMapEntry':
-                _reflection.GeneratedProtocolMessageType(
-                    'InputMapEntry',
-                    (_message.Message, ),
-                    {
-                        'DESCRIPTOR': _MODELENSEMBLING_STEP_INPUTMAPENTRY,
-                        '__module__': 'model_config.protxt_pb2'
-                        # @@protoc_insertion_point(class_scope:inference.ModelEnsembling.Step.InputMapEntry)
-                    }),
-                'OutputMapEntry':
-                _reflection.GeneratedProtocolMessageType(
-                    'OutputMapEntry',
-                    (_message.Message, ),
-                    {
-                        'DESCRIPTOR': _MODELENSEMBLING_STEP_OUTPUTMAPENTRY,
-                        '__module__': 'model_config.protxt_pb2'
-                        # @@protoc_insertion_point(class_scope:inference.ModelEnsembling.Step.OutputMapEntry)
-                    }),
-                'DESCRIPTOR':
-                _MODELENSEMBLING_STEP,
-                '__module__':
-                'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelEnsembling.Step)
-            }),
-        'DESCRIPTOR':
-        _MODELENSEMBLING,
-        '__module__':
-        'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelEnsembling)
-    })
-_sym_db.RegisterMessage(ModelEnsembling)
-_sym_db.RegisterMessage(ModelEnsembling.Step)
-_sym_db.RegisterMessage(ModelEnsembling.Step.InputMapEntry)
-_sym_db.RegisterMessage(ModelEnsembling.Step.OutputMapEntry)
-
-ModelParameter = _reflection.GeneratedProtocolMessageType(
-    'ModelParameter',
-    (_message.Message, ),
-    {
-        'DESCRIPTOR': _MODELPARAMETER,
-        '__module__': 'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelParameter)
-    })
-_sym_db.RegisterMessage(ModelParameter)
-
-ModelWarmup = _reflection.GeneratedProtocolMessageType(
-    'ModelWarmup',
-    (_message.Message, ),
-    {
-        'Input':
-        _reflection.GeneratedProtocolMessageType(
-            'Input',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELWARMUP_INPUT,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelWarmup.Input)
-            }),
-        'InputsEntry':
-        _reflection.GeneratedProtocolMessageType(
-            'InputsEntry',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELWARMUP_INPUTSENTRY,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelWarmup.InputsEntry)
-            }),
-        'DESCRIPTOR':
-        _MODELWARMUP,
-        '__module__':
-        'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelWarmup)
-    })
-_sym_db.RegisterMessage(ModelWarmup)
-_sym_db.RegisterMessage(ModelWarmup.Input)
-_sym_db.RegisterMessage(ModelWarmup.InputsEntry)
-
-ModelOperations = _reflection.GeneratedProtocolMessageType(
-    'ModelOperations',
-    (_message.Message, ),
-    {
-        'DESCRIPTOR': _MODELOPERATIONS,
-        '__module__': 'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelOperations)
-    })
-_sym_db.RegisterMessage(ModelOperations)
-
-ModelTransactionPolicy = _reflection.GeneratedProtocolMessageType(
-    'ModelTransactionPolicy',
-    (_message.Message, ),
-    {
-        'DESCRIPTOR': _MODELTRANSACTIONPOLICY,
-        '__module__': 'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelTransactionPolicy)
-    })
-_sym_db.RegisterMessage(ModelTransactionPolicy)
-
-ModelRepositoryAgents = _reflection.GeneratedProtocolMessageType(
-    'ModelRepositoryAgents',
-    (_message.Message, ),
-    {
-        'Agent':
-        _reflection.GeneratedProtocolMessageType(
-            'Agent',
-            (_message.Message, ),
-            {
-                'ParametersEntry':
-                _reflection.GeneratedProtocolMessageType(
-                    'ParametersEntry',
-                    (_message.Message, ),
-                    {
-                        'DESCRIPTOR':
-                        _MODELREPOSITORYAGENTS_AGENT_PARAMETERSENTRY,
-                        '__module__': 'model_config.protxt_pb2'
-                        # @@protoc_insertion_point(class_scope:inference.ModelRepositoryAgents.Agent.ParametersEntry)
-                    }),
-                'DESCRIPTOR':
-                _MODELREPOSITORYAGENTS_AGENT,
-                '__module__':
-                'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelRepositoryAgents.Agent)
-            }),
-        'DESCRIPTOR':
-        _MODELREPOSITORYAGENTS,
-        '__module__':
-        'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelRepositoryAgents)
-    })
-_sym_db.RegisterMessage(ModelRepositoryAgents)
-_sym_db.RegisterMessage(ModelRepositoryAgents.Agent)
-_sym_db.RegisterMessage(ModelRepositoryAgents.Agent.ParametersEntry)
-
-ModelResponseCache = _reflection.GeneratedProtocolMessageType(
-    'ModelResponseCache',
-    (_message.Message, ),
-    {
-        'DESCRIPTOR': _MODELRESPONSECACHE,
-        '__module__': 'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelResponseCache)
-    })
-_sym_db.RegisterMessage(ModelResponseCache)
-
-ModelConfig = _reflection.GeneratedProtocolMessageType(
-    'ModelConfig',
-    (_message.Message, ),
-    {
-        'CcModelFilenamesEntry':
-        _reflection.GeneratedProtocolMessageType(
-            'CcModelFilenamesEntry',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELCONFIG_CCMODELFILENAMESENTRY,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelConfig.CcModelFilenamesEntry)
-            }),
-        'MetricTagsEntry':
-        _reflection.GeneratedProtocolMessageType(
-            'MetricTagsEntry',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELCONFIG_METRICTAGSENTRY,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelConfig.MetricTagsEntry)
-            }),
-        'ParametersEntry':
-        _reflection.GeneratedProtocolMessageType(
-            'ParametersEntry',
-            (_message.Message, ),
-            {
-                'DESCRIPTOR': _MODELCONFIG_PARAMETERSENTRY,
-                '__module__': 'model_config.protxt_pb2'
-                # @@protoc_insertion_point(class_scope:inference.ModelConfig.ParametersEntry)
-            }),
-        'DESCRIPTOR':
-        _MODELCONFIG,
-        '__module__':
-        'model_config.protxt_pb2'
-        # @@protoc_insertion_point(class_scope:inference.ModelConfig)
-    })
-_sym_db.RegisterMessage(ModelConfig)
-_sym_db.RegisterMessage(ModelConfig.CcModelFilenamesEntry)
-_sym_db.RegisterMessage(ModelConfig.MetricTagsEntry)
-_sym_db.RegisterMessage(ModelConfig.ParametersEntry)
-
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'model_config.protxt_pb2',
+                                        globals())
 if _descriptor._USE_C_DESCRIPTORS == False:
 
     DESCRIPTOR._options = None

visualdl/proto/record_pb2.py

+# flake8: noqa
 # -*- coding: utf-8 -*-
 # Generated by the protocol buffer compiler.  DO NOT EDIT!
 # source: record.proto
 """Generated protocol buffer code."""
 from google.protobuf import descriptor as _descriptor
 from google.protobuf import descriptor_pool as _descriptor_pool
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
 from google.protobuf import symbol_database as _symbol_database
+from google.protobuf.internal import builder as _builder
 # @@protoc_insertion_point(imports)
 
 _sym_db = _symbol_database.Default()
 
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(
+    b'\n\x0crecord.proto\x12\x08visualdl\"\xa2\x0c\n\x06Record\x12&\n\x06values\x18\x01 \x03(\x0b\x32\x16.visualdl.Record.Value\x1a%\n\x05Image\x12\x1c\n\x14\x65ncoded_image_string\x18\x04 \x01(\x0c\x1a#\n\x04Text\x12\x1b\n\x13\x65ncoded_text_string\x18\x01 \x01(\t\x1a}\n\x05\x41udio\x12\x13\n\x0bsample_rate\x18\x01 \x01(\x02\x12\x14\n\x0cnum_channels\x18\x02 \x01(\x03\x12\x15\n\rlength_frames\x18\x03 \x01(\x03\x12\x1c\n\x14\x65ncoded_audio_string\x18\x04 \x01(\x0c\x12\x14\n\x0c\x63ontent_type\x18\x05 \x01(\t\x1a+\n\tEmbedding\x12\r\n\x05label\x18\x01 \x03(\t\x12\x0f\n\x07vectors\x18\x02 \x03(\x02\x1aP\n\nEmbeddings\x12.\n\nembeddings\x18\x01 \x03(\x0b\x32\x1a.visualdl.Record.Embedding\x12\x12\n\nlabel_meta\x18\x02 \x03(\t\x1a\x43\n\x10\x62ytes_embeddings\x12\x16\n\x0e\x65ncoded_labels\x18\x01 \x01(\x0c\x12\x17\n\x0f\x65ncoded_vectors\x18\x02 \x01(\x0c\x1a\x34\n\tHistogram\x12\x10\n\x04hist\x18\x01 \x03(\x01\x42\x02\x10\x01\x12\x15\n\tbin_edges\x18\x02 \x03(\x01\x42\x02\x10\x01\x1al\n\x07PRCurve\x12\x0e\n\x02TP\x18\x01 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46P\x18\x02 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02TN\x18\x03 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46N\x18\x04 \x03(\x03\x42\x02\x10\x01\x12\x11\n\tprecision\x18\x05 \x03(\x01\x12\x0e\n\x06recall\x18\x06 \x03(\x01\x1a\x65\n\tROC_Curve\x12\x0e\n\x02TP\x18\x01 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46P\x18\x02 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02TN\x18\x03 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46N\x18\x04 \x03(\x03\x42\x02\x10\x01\x12\x0b\n\x03tpr\x18\x05 \x03(\x01\x12\x0b\n\x03\x66pr\x18\x06 \x03(\x01\x1a\xf0\x01\n\x06HParam\x12\x37\n\x0bhparamInfos\x18\x01 \x03(\x0b\x32\".visualdl.Record.HParam.HparamInfo\x12\x37\n\x0bmetricInfos\x18\x02 \x03(\x0b\x32\".visualdl.Record.HParam.HparamInfo\x12\x0c\n\x04name\x18\x03 \x01(\t\x1a\x66\n\nHparamInfo\x12\x13\n\tint_value\x18\x01 \x01(\x03H\x00\x12\x15\n\x0b\x66loat_value\x18\x02 \x01(\x01H\x00\x12\x16\n\x0cstring_value\x18\x03 \x01(\tH\x00\x12\x0c\n\x04name\x18\x04 \x01(\tB\x06\n\x04type\x1a \n\x08MetaData\x12\x14\n\x0c\x64isplay_name\x18\x01 \x01(\t\x1a&\n\x08TagValue\x12\x0b\n\x03tag\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\x02\x1a\x98\x04\n\x05Value\x12\n\n\x02id\x18\x01 \x01(\x03\x12\x0b\n\x03tag\x18\x02 \x01(\t\x12\x11\n\ttimestamp\x18\x03 \x01(\x03\x12\x0f\n\x05value\x18\x04 \x01(\x02H\x00\x12\'\n\x05image\x18\x05 \x01(\x0b\x32\x16.visualdl.Record.ImageH\x00\x12\'\n\x05\x61udio\x18\x06 \x01(\x0b\x32\x16.visualdl.Record.AudioH\x00\x12\x31\n\nembeddings\x18\x07 \x01(\x0b\x32\x1b.visualdl.Record.EmbeddingsH\x00\x12/\n\thistogram\x18\x08 \x01(\x0b\x32\x1a.visualdl.Record.HistogramH\x00\x12,\n\x08pr_curve\x18\t \x01(\x0b\x32\x18.visualdl.Record.PRCurveH\x00\x12.\n\tmeta_data\x18\n \x01(\x0b\x32\x19.visualdl.Record.MetaDataH\x00\x12/\n\troc_curve\x18\x0b \x01(\x0b\x32\x1a.visualdl.Record.ROC_CurveH\x00\x12%\n\x04text\x18\x0c \x01(\x0b\x32\x15.visualdl.Record.TextH\x00\x12)\n\x06hparam\x18\r \x01(\x0b\x32\x17.visualdl.Record.HParamH\x00\x12.\n\ttag_value\x18\x0e \x01(\x0b\x32\x19.visualdl.Record.TagValueH\x00\x42\x0b\n\tone_valueb\x06proto3'
+)
 
-
-
-DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0crecord.proto\x12\x08visualdl\"\xa2\x0c\n\x06Record\x12&\n\x06values\x18\x01 \x03(\x0b\x32\x16.visualdl.Record.Value\x1a%\n\x05Image\x12\x1c\n\x14\x65ncoded_image_string\x18\x04 \x01(\x0c\x1a#\n\x04Text\x12\x1b\n\x13\x65ncoded_text_string\x18\x01 \x01(\t\x1a}\n\x05\x41udio\x12\x13\n\x0bsample_rate\x18\x01 \x01(\x02\x12\x14\n\x0cnum_channels\x18\x02 \x01(\x03\x12\x15\n\rlength_frames\x18\x03 \x01(\x03\x12\x1c\n\x14\x65ncoded_audio_string\x18\x04 \x01(\x0c\x12\x14\n\x0c\x63ontent_type\x18\x05 \x01(\t\x1a+\n\tEmbedding\x12\r\n\x05label\x18\x01 \x03(\t\x12\x0f\n\x07vectors\x18\x02 \x03(\x02\x1aP\n\nEmbeddings\x12.\n\nembeddings\x18\x01 \x03(\x0b\x32\x1a.visualdl.Record.Embedding\x12\x12\n\nlabel_meta\x18\x02 \x03(\t\x1a\x43\n\x10\x62ytes_embeddings\x12\x16\n\x0e\x65ncoded_labels\x18\x01 \x01(\x0c\x12\x17\n\x0f\x65ncoded_vectors\x18\x02 \x01(\x0c\x1a\x34\n\tHistogram\x12\x10\n\x04hist\x18\x01 \x03(\x01\x42\x02\x10\x01\x12\x15\n\tbin_edges\x18\x02 \x03(\x01\x42\x02\x10\x01\x1al\n\x07PRCurve\x12\x0e\n\x02TP\x18\x01 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46P\x18\x02 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02TN\x18\x03 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46N\x18\x04 \x03(\x03\x42\x02\x10\x01\x12\x11\n\tprecision\x18\x05 \x03(\x01\x12\x0e\n\x06recall\x18\x06 \x03(\x01\x1a\x65\n\tROC_Curve\x12\x0e\n\x02TP\x18\x01 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46P\x18\x02 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02TN\x18\x03 \x03(\x03\x42\x02\x10\x01\x12\x0e\n\x02\x46N\x18\x04 \x03(\x03\x42\x02\x10\x01\x12\x0b\n\x03tpr\x18\x05 \x03(\x01\x12\x0b\n\x03\x66pr\x18\x06 \x03(\x01\x1a\xf0\x01\n\x06HParam\x12\x37\n\x0bhparamInfos\x18\x01 \x03(\x0b\x32\".visualdl.Record.HParam.HparamInfo\x12\x37\n\x0bmetricInfos\x18\x02 \x03(\x0b\x32\".visualdl.Record.HParam.HparamInfo\x12\x0c\n\x04name\x18\x03 \x01(\t\x1a\x66\n\nHparamInfo\x12\x13\n\tint_value\x18\x01 \x01(\x03H\x00\x12\x15\n\x0b\x66loat_value\x18\x02 \x01(\x01H\x00\x12\x16\n\x0cstring_value\x18\x03 \x01(\tH\x00\x12\x0c\n\x04name\x18\x04 \x01(\tB\x06\n\x04type\x1a \n\x08MetaData\x12\x14\n\x0c\x64isplay_name\x18\x01 \x01(\t\x1a&\n\x08TagValue\x12\x0b\n\x03tag\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\x02\x1a\x98\x04\n\x05Value\x12\n\n\x02id\x18\x01 \x01(\x03\x12\x0b\n\x03tag\x18\x02 \x01(\t\x12\x11\n\ttimestamp\x18\x03 \x01(\x03\x12\x0f\n\x05value\x18\x04 \x01(\x02H\x00\x12\'\n\x05image\x18\x05 \x01(\x0b\x32\x16.visualdl.Record.ImageH\x00\x12\'\n\x05\x61udio\x18\x06 \x01(\x0b\x32\x16.visualdl.Record.AudioH\x00\x12\x31\n\nembeddings\x18\x07 \x01(\x0b\x32\x1b.visualdl.Record.EmbeddingsH\x00\x12/\n\thistogram\x18\x08 \x01(\x0b\x32\x1a.visualdl.Record.HistogramH\x00\x12,\n\x08pr_curve\x18\t \x01(\x0b\x32\x18.visualdl.Record.PRCurveH\x00\x12.\n\tmeta_data\x18\n \x01(\x0b\x32\x19.visualdl.Record.MetaDataH\x00\x12/\n\troc_curve\x18\x0b \x01(\x0b\x32\x1a.visualdl.Record.ROC_CurveH\x00\x12%\n\x04text\x18\x0c \x01(\x0b\x32\x15.visualdl.Record.TextH\x00\x12)\n\x06hparam\x18\r \x01(\x0b\x32\x17.visualdl.Record.HParamH\x00\x12.\n\ttag_value\x18\x0e \x01(\x0b\x32\x19.visualdl.Record.TagValueH\x00\x42\x0b\n\tone_valueb\x06proto3')
-
-
-
-_RECORD = DESCRIPTOR.message_types_by_name['Record']
-_RECORD_IMAGE = _RECORD.nested_types_by_name['Image']
-_RECORD_TEXT = _RECORD.nested_types_by_name['Text']
-_RECORD_AUDIO = _RECORD.nested_types_by_name['Audio']
-_RECORD_EMBEDDING = _RECORD.nested_types_by_name['Embedding']
-_RECORD_EMBEDDINGS = _RECORD.nested_types_by_name['Embeddings']
-_RECORD_BYTES_EMBEDDINGS = _RECORD.nested_types_by_name['bytes_embeddings']
-_RECORD_HISTOGRAM = _RECORD.nested_types_by_name['Histogram']
-_RECORD_PRCURVE = _RECORD.nested_types_by_name['PRCurve']
-_RECORD_ROC_CURVE = _RECORD.nested_types_by_name['ROC_Curve']
-_RECORD_HPARAM = _RECORD.nested_types_by_name['HParam']
-_RECORD_HPARAM_HPARAMINFO = _RECORD_HPARAM.nested_types_by_name['HparamInfo']
-_RECORD_METADATA = _RECORD.nested_types_by_name['MetaData']
-_RECORD_TAGVALUE = _RECORD.nested_types_by_name['TagValue']
-_RECORD_VALUE = _RECORD.nested_types_by_name['Value']
-Record = _reflection.GeneratedProtocolMessageType('Record', (_message.Message,), {
-
-  'Image' : _reflection.GeneratedProtocolMessageType('Image', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_IMAGE,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.Image)
-    })
-  ,
-
-  'Text' : _reflection.GeneratedProtocolMessageType('Text', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_TEXT,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.Text)
-    })
-  ,
-
-  'Audio' : _reflection.GeneratedProtocolMessageType('Audio', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_AUDIO,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.Audio)
-    })
-  ,
-
-  'Embedding' : _reflection.GeneratedProtocolMessageType('Embedding', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_EMBEDDING,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.Embedding)
-    })
-  ,
-
-  'Embeddings' : _reflection.GeneratedProtocolMessageType('Embeddings', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_EMBEDDINGS,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.Embeddings)
-    })
-  ,
-
-  'bytes_embeddings' : _reflection.GeneratedProtocolMessageType('bytes_embeddings', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_BYTES_EMBEDDINGS,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.bytes_embeddings)
-    })
-  ,
-
-  'Histogram' : _reflection.GeneratedProtocolMessageType('Histogram', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_HISTOGRAM,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.Histogram)
-    })
-  ,
-
-  'PRCurve' : _reflection.GeneratedProtocolMessageType('PRCurve', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_PRCURVE,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.PRCurve)
-    })
-  ,
-
-  'ROC_Curve' : _reflection.GeneratedProtocolMessageType('ROC_Curve', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_ROC_CURVE,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.ROC_Curve)
-    })
-  ,
-
-  'HParam' : _reflection.GeneratedProtocolMessageType('HParam', (_message.Message,), {
-
-    'HparamInfo' : _reflection.GeneratedProtocolMessageType('HparamInfo', (_message.Message,), {
-      'DESCRIPTOR' : _RECORD_HPARAM_HPARAMINFO,
-      '__module__' : 'record_pb2'
-      # @@protoc_insertion_point(class_scope:visualdl.Record.HParam.HparamInfo)
-      })
-    ,
-    'DESCRIPTOR' : _RECORD_HPARAM,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.HParam)
-    })
-  ,
-
-  'MetaData' : _reflection.GeneratedProtocolMessageType('MetaData', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_METADATA,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.MetaData)
-    })
-  ,
-
-  'TagValue' : _reflection.GeneratedProtocolMessageType('TagValue', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_TAGVALUE,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.TagValue)
-    })
-  ,
-
-  'Value' : _reflection.GeneratedProtocolMessageType('Value', (_message.Message,), {
-    'DESCRIPTOR' : _RECORD_VALUE,
-    '__module__' : 'record_pb2'
-    # @@protoc_insertion_point(class_scope:visualdl.Record.Value)
-    })
-  ,
-  'DESCRIPTOR' : _RECORD,
-  '__module__' : 'record_pb2'
-  # @@protoc_insertion_point(class_scope:visualdl.Record)
-  })
-_sym_db.RegisterMessage(Record)
-_sym_db.RegisterMessage(Record.Image)
-_sym_db.RegisterMessage(Record.Text)
-_sym_db.RegisterMessage(Record.Audio)
-_sym_db.RegisterMessage(Record.Embedding)
-_sym_db.RegisterMessage(Record.Embeddings)
-_sym_db.RegisterMessage(Record.bytes_embeddings)
-_sym_db.RegisterMessage(Record.Histogram)
-_sym_db.RegisterMessage(Record.PRCurve)
-_sym_db.RegisterMessage(Record.ROC_Curve)
-_sym_db.RegisterMessage(Record.HParam)
-_sym_db.RegisterMessage(Record.HParam.HparamInfo)
-_sym_db.RegisterMessage(Record.MetaData)
-_sym_db.RegisterMessage(Record.TagValue)
-_sym_db.RegisterMessage(Record.Value)
-
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'record_pb2', globals())
 if _descriptor._USE_C_DESCRIPTORS == False:
 
-  DESCRIPTOR._options = None
-  _RECORD_HISTOGRAM.fields_by_name['hist']._options = None
-  _RECORD_HISTOGRAM.fields_by_name['hist']._serialized_options = b'\020\001'
-  _RECORD_HISTOGRAM.fields_by_name['bin_edges']._options = None
-  _RECORD_HISTOGRAM.fields_by_name['bin_edges']._serialized_options = b'\020\001'
-  _RECORD_PRCURVE.fields_by_name['TP']._options = None
-  _RECORD_PRCURVE.fields_by_name['TP']._serialized_options = b'\020\001'
-  _RECORD_PRCURVE.fields_by_name['FP']._options = None
-  _RECORD_PRCURVE.fields_by_name['FP']._serialized_options = b'\020\001'
-  _RECORD_PRCURVE.fields_by_name['TN']._options = None
-  _RECORD_PRCURVE.fields_by_name['TN']._serialized_options = b'\020\001'
-  _RECORD_PRCURVE.fields_by_name['FN']._options = None
-  _RECORD_PRCURVE.fields_by_name['FN']._serialized_options = b'\020\001'
-  _RECORD_ROC_CURVE.fields_by_name['TP']._options = None
-  _RECORD_ROC_CURVE.fields_by_name['TP']._serialized_options = b'\020\001'
-  _RECORD_ROC_CURVE.fields_by_name['FP']._options = None
-  _RECORD_ROC_CURVE.fields_by_name['FP']._serialized_options = b'\020\001'
-  _RECORD_ROC_CURVE.fields_by_name['TN']._options = None
-  _RECORD_ROC_CURVE.fields_by_name['TN']._serialized_options = b'\020\001'
-  _RECORD_ROC_CURVE.fields_by_name['FN']._options = None
-  _RECORD_ROC_CURVE.fields_by_name['FN']._serialized_options = b'\020\001'
-  _RECORD._serialized_start=27
-  _RECORD._serialized_end=1597
-  _RECORD_IMAGE._serialized_start=77
-  _RECORD_IMAGE._serialized_end=114
-  _RECORD_TEXT._serialized_start=116
-  _RECORD_TEXT._serialized_end=151
-  _RECORD_AUDIO._serialized_start=153
-  _RECORD_AUDIO._serialized_end=278
-  _RECORD_EMBEDDING._serialized_start=280
-  _RECORD_EMBEDDING._serialized_end=323
-  _RECORD_EMBEDDINGS._serialized_start=325
-  _RECORD_EMBEDDINGS._serialized_end=405
-  _RECORD_BYTES_EMBEDDINGS._serialized_start=407
-  _RECORD_BYTES_EMBEDDINGS._serialized_end=474
-  _RECORD_HISTOGRAM._serialized_start=476
-  _RECORD_HISTOGRAM._serialized_end=528
-  _RECORD_PRCURVE._serialized_start=530
-  _RECORD_PRCURVE._serialized_end=638
-  _RECORD_ROC_CURVE._serialized_start=640
-  _RECORD_ROC_CURVE._serialized_end=741
-  _RECORD_HPARAM._serialized_start=744
-  _RECORD_HPARAM._serialized_end=984
-  _RECORD_HPARAM_HPARAMINFO._serialized_start=882
-  _RECORD_HPARAM_HPARAMINFO._serialized_end=984
-  _RECORD_METADATA._serialized_start=986
-  _RECORD_METADATA._serialized_end=1018
-  _RECORD_TAGVALUE._serialized_start=1020
-  _RECORD_TAGVALUE._serialized_end=1058
-  _RECORD_VALUE._serialized_start=1061
-  _RECORD_VALUE._serialized_end=1597
+    DESCRIPTOR._options = None
+    _RECORD_HISTOGRAM.fields_by_name['hist']._options = None
+    _RECORD_HISTOGRAM.fields_by_name['hist']._serialized_options = b'\020\001'
+    _RECORD_HISTOGRAM.fields_by_name['bin_edges']._options = None
+    _RECORD_HISTOGRAM.fields_by_name[
+        'bin_edges']._serialized_options = b'\020\001'
+    _RECORD_PRCURVE.fields_by_name['TP']._options = None
+    _RECORD_PRCURVE.fields_by_name['TP']._serialized_options = b'\020\001'
+    _RECORD_PRCURVE.fields_by_name['FP']._options = None
+    _RECORD_PRCURVE.fields_by_name['FP']._serialized_options = b'\020\001'
+    _RECORD_PRCURVE.fields_by_name['TN']._options = None
+    _RECORD_PRCURVE.fields_by_name['TN']._serialized_options = b'\020\001'
+    _RECORD_PRCURVE.fields_by_name['FN']._options = None
+    _RECORD_PRCURVE.fields_by_name['FN']._serialized_options = b'\020\001'
+    _RECORD_ROC_CURVE.fields_by_name['TP']._options = None
+    _RECORD_ROC_CURVE.fields_by_name['TP']._serialized_options = b'\020\001'
+    _RECORD_ROC_CURVE.fields_by_name['FP']._options = None
+    _RECORD_ROC_CURVE.fields_by_name['FP']._serialized_options = b'\020\001'
+    _RECORD_ROC_CURVE.fields_by_name['TN']._options = None
+    _RECORD_ROC_CURVE.fields_by_name['TN']._serialized_options = b'\020\001'
+    _RECORD_ROC_CURVE.fields_by_name['FN']._options = None
+    _RECORD_ROC_CURVE.fields_by_name['FN']._serialized_options = b'\020\001'
+    _RECORD._serialized_start = 27
+    _RECORD._serialized_end = 1597
+    _RECORD_IMAGE._serialized_start = 77
+    _RECORD_IMAGE._serialized_end = 114
+    _RECORD_TEXT._serialized_start = 116
+    _RECORD_TEXT._serialized_end = 151
+    _RECORD_AUDIO._serialized_start = 153
+    _RECORD_AUDIO._serialized_end = 278
+    _RECORD_EMBEDDING._serialized_start = 280
+    _RECORD_EMBEDDING._serialized_end = 323
+    _RECORD_EMBEDDINGS._serialized_start = 325
+    _RECORD_EMBEDDINGS._serialized_end = 405
+    _RECORD_BYTES_EMBEDDINGS._serialized_start = 407
+    _RECORD_BYTES_EMBEDDINGS._serialized_end = 474
+    _RECORD_HISTOGRAM._serialized_start = 476
+    _RECORD_HISTOGRAM._serialized_end = 528
+    _RECORD_PRCURVE._serialized_start = 530
+    _RECORD_PRCURVE._serialized_end = 638
+    _RECORD_ROC_CURVE._serialized_start = 640
+    _RECORD_ROC_CURVE._serialized_end = 741
+    _RECORD_HPARAM._serialized_start = 744
+    _RECORD_HPARAM._serialized_end = 984
+    _RECORD_HPARAM_HPARAMINFO._serialized_start = 882
+    _RECORD_HPARAM_HPARAMINFO._serialized_end = 984
+    _RECORD_METADATA._serialized_start = 986
+    _RECORD_METADATA._serialized_end = 1018
+    _RECORD_TAGVALUE._serialized_start = 1020
+    _RECORD_TAGVALUE._serialized_end = 1058
+    _RECORD_VALUE._serialized_start = 1061
+    _RECORD_VALUE._serialized_end = 1597
 # @@protoc_insertion_point(module_scope)