diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index a895e773..b085d741 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -9,7 +9,9 @@ repos:
   rev: 5.12.0
   hooks:
     - id: isort
+      exclude: (.*_pb2.py|.*_pb2_grpc.py)
 - repo: https://github.com/pycqa/flake8
   rev: 6.0.0
   hooks:
     - id: flake8
+      exclude: (.*_pb2.py|.*_pb2_grpc.py)
diff --git a/conda-recipe/meta.yaml b/conda-recipe/meta.yaml
index 3afda61c..8f92be7c 100644
--- a/conda-recipe/meta.yaml
+++ b/conda-recipe/meta.yaml
@@ -24,6 +24,8 @@ requirements:
   host:
     - pip
     - python >=3.8
+    - setuptools >=40.0
+    - setuptools_scm
   run:
     - python >=3.8
     {% for dep in setup_py_data['install_requires'] %}
diff --git a/environment.yml b/environment.yml
index 2a44f1aa..0244fe5e 100644
--- a/environment.yml
+++ b/environment.yml
@@ -8,7 +8,7 @@ dependencies:
   # - bioimage.core via submodule
   - python 3.9.*
   - numpy
-  - grpcio=1.41
+  - grpcio=1.44 # protobuf 5 requires protoc version > 3.19.0 that requires grpcio >= 1.44
   - marshmallow-union
   - marshmallow=3.12.*
   - marshmallow-jsonschema
diff --git a/tiktorch/proto/data_store_pb2.py b/tiktorch/proto/data_store_pb2.py
index cd582632..26ac233f 100644
--- a/tiktorch/proto/data_store_pb2.py
+++ b/tiktorch/proto/data_store_pb2.py
@@ -3,6 +3,7 @@
 # source: data_store.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
@@ -13,210 +14,15 @@
 
 
 
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='data_store.proto',
-  package='',
-  syntax='proto3',
-  serialized_options=None,
-  create_key=_descriptor._internal_create_key,
-  serialized_pb=b'\n\x10\x64\x61ta_store.proto\":\n\x0eUploadResponse\x12\n\n\x02id\x18\x01 \x01(\t\x12\x0c\n\x04size\x18\x02 \x01(\r\x12\x0e\n\x06sha256\x18\x03 \x01(\t\"\x1a\n\nUploadInfo\x12\x0c\n\x04size\x18\x01 \x01(\r\"J\n\rUploadRequest\x12\x1b\n\x04info\x18\x01 \x01(\x0b\x32\x0b.UploadInfoH\x00\x12\x11\n\x07\x63ontent\x18\x02 \x01(\x0cH\x00\x42\t\n\x07payload\"!\n\rRemoveRequest\x12\x10\n\x08uploadId\x18\x01 \x01(\t\"\x10\n\x0eRemoveResponse2g\n\tDataStore\x12-\n\x06Upload\x12\x0e.UploadRequest\x1a\x0f.UploadResponse\"\x00(\x01\x12+\n\x06Remove\x12\x0e.RemoveRequest\x1a\x0f.RemoveResponse\"\x00\x62\x06proto3'
-)
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x10\x64\x61ta_store.proto\":\n\x0eUploadResponse\x12\n\n\x02id\x18\x01 \x01(\t\x12\x0c\n\x04size\x18\x02 \x01(\r\x12\x0e\n\x06sha256\x18\x03 \x01(\t\"\x1a\n\nUploadInfo\x12\x0c\n\x04size\x18\x01 \x01(\r\"J\n\rUploadRequest\x12\x1b\n\x04info\x18\x01 \x01(\x0b\x32\x0b.UploadInfoH\x00\x12\x11\n\x07\x63ontent\x18\x02 \x01(\x0cH\x00\x42\t\n\x07payload\"!\n\rRemoveRequest\x12\x10\n\x08uploadId\x18\x01 \x01(\t\"\x10\n\x0eRemoveResponse2g\n\tDataStore\x12-\n\x06Upload\x12\x0e.UploadRequest\x1a\x0f.UploadResponse\"\x00(\x01\x12+\n\x06Remove\x12\x0e.RemoveRequest\x1a\x0f.RemoveResponse\"\x00\x62\x06proto3')
 
 
 
-
-_UPLOADRESPONSE = _descriptor.Descriptor(
-  name='UploadResponse',
-  full_name='UploadResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='id', full_name='UploadResponse.id', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='size', full_name='UploadResponse.size', index=1,
-      number=2, type=13, cpp_type=3, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='sha256', full_name='UploadResponse.sha256', index=2,
-      number=3, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=20,
-  serialized_end=78,
-)
-
-
-_UPLOADINFO = _descriptor.Descriptor(
-  name='UploadInfo',
-  full_name='UploadInfo',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='size', full_name='UploadInfo.size', index=0,
-      number=1, type=13, cpp_type=3, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=80,
-  serialized_end=106,
-)
-
-
-_UPLOADREQUEST = _descriptor.Descriptor(
-  name='UploadRequest',
-  full_name='UploadRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='info', full_name='UploadRequest.info', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='content', full_name='UploadRequest.content', index=1,
-      number=2, type=12, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"",
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-    _descriptor.OneofDescriptor(
-      name='payload', full_name='UploadRequest.payload',
-      index=0, containing_type=None,
-      create_key=_descriptor._internal_create_key,
-    fields=[]),
-  ],
-  serialized_start=108,
-  serialized_end=182,
-)
-
-
-_REMOVEREQUEST = _descriptor.Descriptor(
-  name='RemoveRequest',
-  full_name='RemoveRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='uploadId', full_name='RemoveRequest.uploadId', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=184,
-  serialized_end=217,
-)
-
-
-_REMOVERESPONSE = _descriptor.Descriptor(
-  name='RemoveResponse',
-  full_name='RemoveResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=219,
-  serialized_end=235,
-)
-
-_UPLOADREQUEST.fields_by_name['info'].message_type = _UPLOADINFO
-_UPLOADREQUEST.oneofs_by_name['payload'].fields.append(
-  _UPLOADREQUEST.fields_by_name['info'])
-_UPLOADREQUEST.fields_by_name['info'].containing_oneof = _UPLOADREQUEST.oneofs_by_name['payload']
-_UPLOADREQUEST.oneofs_by_name['payload'].fields.append(
-  _UPLOADREQUEST.fields_by_name['content'])
-_UPLOADREQUEST.fields_by_name['content'].containing_oneof = _UPLOADREQUEST.oneofs_by_name['payload']
-DESCRIPTOR.message_types_by_name['UploadResponse'] = _UPLOADRESPONSE
-DESCRIPTOR.message_types_by_name['UploadInfo'] = _UPLOADINFO
-DESCRIPTOR.message_types_by_name['UploadRequest'] = _UPLOADREQUEST
-DESCRIPTOR.message_types_by_name['RemoveRequest'] = _REMOVEREQUEST
-DESCRIPTOR.message_types_by_name['RemoveResponse'] = _REMOVERESPONSE
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
+_UPLOADRESPONSE = DESCRIPTOR.message_types_by_name['UploadResponse']
+_UPLOADINFO = DESCRIPTOR.message_types_by_name['UploadInfo']
+_UPLOADREQUEST = DESCRIPTOR.message_types_by_name['UploadRequest']
+_REMOVEREQUEST = DESCRIPTOR.message_types_by_name['RemoveRequest']
+_REMOVERESPONSE = DESCRIPTOR.message_types_by_name['RemoveResponse']
 UploadResponse = _reflection.GeneratedProtocolMessageType('UploadResponse', (_message.Message,), {
   'DESCRIPTOR' : _UPLOADRESPONSE,
   '__module__' : 'data_store_pb2'
@@ -252,41 +58,20 @@
   })
 _sym_db.RegisterMessage(RemoveResponse)
 
-
-
-_DATASTORE = _descriptor.ServiceDescriptor(
-  name='DataStore',
-  full_name='DataStore',
-  file=DESCRIPTOR,
-  index=0,
-  serialized_options=None,
-  create_key=_descriptor._internal_create_key,
-  serialized_start=237,
-  serialized_end=340,
-  methods=[
-  _descriptor.MethodDescriptor(
-    name='Upload',
-    full_name='DataStore.Upload',
-    index=0,
-    containing_service=None,
-    input_type=_UPLOADREQUEST,
-    output_type=_UPLOADRESPONSE,
-    serialized_options=None,
-    create_key=_descriptor._internal_create_key,
-  ),
-  _descriptor.MethodDescriptor(
-    name='Remove',
-    full_name='DataStore.Remove',
-    index=1,
-    containing_service=None,
-    input_type=_REMOVEREQUEST,
-    output_type=_REMOVERESPONSE,
-    serialized_options=None,
-    create_key=_descriptor._internal_create_key,
-  ),
-])
-_sym_db.RegisterServiceDescriptor(_DATASTORE)
-
-DESCRIPTOR.services_by_name['DataStore'] = _DATASTORE
-
+_DATASTORE = DESCRIPTOR.services_by_name['DataStore']
+if _descriptor._USE_C_DESCRIPTORS == False:
+
+  DESCRIPTOR._options = None
+  _UPLOADRESPONSE._serialized_start=20
+  _UPLOADRESPONSE._serialized_end=78
+  _UPLOADINFO._serialized_start=80
+  _UPLOADINFO._serialized_end=106
+  _UPLOADREQUEST._serialized_start=108
+  _UPLOADREQUEST._serialized_end=182
+  _REMOVEREQUEST._serialized_start=184
+  _REMOVEREQUEST._serialized_end=217
+  _REMOVERESPONSE._serialized_start=219
+  _REMOVERESPONSE._serialized_end=235
+  _DATASTORE._serialized_start=237
+  _DATASTORE._serialized_end=340
 # @@protoc_insertion_point(module_scope)
diff --git a/tiktorch/proto/inference_pb2.py b/tiktorch/proto/inference_pb2.py
index dc5c6c9c..9a8cd5f7 100644
--- a/tiktorch/proto/inference_pb2.py
+++ b/tiktorch/proto/inference_pb2.py
@@ -3,10 +3,10 @@
 # source: inference.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
-
 # @@protoc_insertion_point(imports)
 
 _sym_db = _symbol_database.Default()
@@ -14,1002 +14,34 @@
 
 
 
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='inference.proto',
-  package='',
-  syntax='proto3',
-  serialized_options=None,
-  create_key=_descriptor._internal_create_key,
-  serialized_pb=b'\n\x0finference.proto\"Y\n\x06\x44\x65vice\x12\n\n\x02id\x18\x01 \x01(\t\x12\x1e\n\x06status\x18\x02 \x01(\x0e\x32\x0e.Device.Status\"#\n\x06Status\x12\r\n\tAVAILABLE\x10\x00\x12\n\n\x06IN_USE\x10\x01\"W\n\x1f\x43reateDatasetDescriptionRequest\x12\x16\n\x0emodelSessionId\x18\x01 \x01(\t\x12\x0c\n\x04mean\x18\x03 \x01(\x01\x12\x0e\n\x06stddev\x18\x04 \x01(\x01\" \n\x12\x44\x61tasetDescription\x12\n\n\x02id\x18\x01 \x01(\t\"\'\n\x04\x42lob\x12\x0e\n\x06\x66ormat\x18\x01 \x01(\t\x12\x0f\n\x07\x63ontent\x18\x02 \x01(\x0c\"i\n\x19\x43reateModelSessionRequest\x12\x13\n\tmodel_uri\x18\x01 \x01(\tH\x00\x12\x1b\n\nmodel_blob\x18\x02 \x01(\x0b\x32\x05.BlobH\x00\x12\x11\n\tdeviceIds\x18\x05 \x03(\tB\x07\n\x05model\")\n\tNamedInts\x12\x1c\n\tnamedInts\x18\x01 \x03(\x0b\x32\t.NamedInt\"/\n\x0bNamedFloats\x12 \n\x0bnamedFloats\x18\x01 \x03(\x0b\x32\x0b.NamedFloat\"\x9d\x01\n\nInputShape\x12(\n\tshapeType\x18\x01 \x01(\x0e\x32\x15.InputShape.ShapeType\x12\x19\n\x05shape\x18\x02 \x01(\x0b\x32\n.NamedInts\x12\x1d\n\tstepShape\x18\x04 \x01(\x0b\x32\n.NamedInts\"+\n\tShapeType\x12\x0c\n\x08\x45XPLICIT\x10\x00\x12\x10\n\x0cPARAMETRIZED\x10\x01\"\xea\x01\n\x0bOutputShape\x12)\n\tshapeType\x18\x01 \x01(\x0e\x32\x16.OutputShape.ShapeType\x12\x19\n\x05shape\x18\x02 \x01(\x0b\x32\n.NamedInts\x12\x18\n\x04halo\x18\x03 \x01(\x0b\x32\n.NamedInts\x12\x17\n\x0freferenceTensor\x18\x04 \x01(\t\x12\x1b\n\x05scale\x18\x05 \x01(\x0b\x32\x0c.NamedFloats\x12\x1c\n\x06offset\x18\x06 \x01(\x0b\x32\x0c.NamedFloats\"\'\n\tShapeType\x12\x0c\n\x08\x45XPLICIT\x10\x00\x12\x0c\n\x08IMPLICIT\x10\x01\"\x1a\n\x0cModelSession\x12\n\n\x02id\x18\x01 \x01(\t\"\x9e\x01\n\x08LogEntry\x12\x11\n\ttimestamp\x18\x01 \x01(\r\x12\x1e\n\x05level\x18\x02 \x01(\x0e\x32\x0f.LogEntry.Level\x12\x0f\n\x07\x63ontent\x18\x03 \x01(\t\"N\n\x05Level\x12\n\n\x06NOTSET\x10\x00\x12\t\n\x05\x44\x45\x42UG\x10\x01\x12\x08\n\x04INFO\x10\x02\x12\x0b\n\x07WARNING\x10\x03\x12\t\n\x05\x45RROR\x10\x04\x12\x0c\n\x08\x43RITICAL\x10\x05\"#\n\x07\x44\x65vices\x12\x18\n\x07\x64\x65vices\x18\x01 \x03(\x0b\x32\x07.Device\"&\n\x08NamedInt\x12\x0c\n\x04size\x18\x01 \x01(\r\x12\x0c\n\x04name\x18\x02 \x01(\t\"(\n\nNamedFloat\x12\x0c\n\x04size\x18\x01 \x01(\x02\x12\x0c\n\x04name\x18\x02 \x01(\t\"S\n\x06Tensor\x12\x0e\n\x06\x62uffer\x18\x01 \x01(\x0c\x12\r\n\x05\x64type\x18\x02 \x01(\t\x12\x10\n\x08tensorId\x18\x03 \x01(\t\x12\x18\n\x05shape\x18\x04 \x03(\x0b\x32\t.NamedInt\"U\n\x0ePredictRequest\x12\x16\n\x0emodelSessionId\x18\x01 \x01(\t\x12\x11\n\tdatasetId\x18\x02 \x01(\t\x12\x18\n\x07tensors\x18\x03 \x03(\x0b\x32\x07.Tensor\"+\n\x0fPredictResponse\x12\x18\n\x07tensors\x18\x01 \x03(\x0b\x32\x07.Tensor\"\x07\n\x05\x45mpty\"\x1e\n\tModelInfo\x12\x11\n\tdeviceIds\x18\x01 \x03(\t\"^\n CreateModelSessionChunkedRequest\x12\x1a\n\x04info\x18\x01 \x01(\x0b\x32\n.ModelInfoH\x00\x12\x16\n\x05\x63hunk\x18\x02 \x01(\x0b\x32\x05.BlobH\x00\x42\x06\n\x04\x64\x61ta2\xc6\x02\n\tInference\x12\x41\n\x12\x43reateModelSession\x12\x1a.CreateModelSessionRequest\x1a\r.ModelSession\"\x00\x12,\n\x11\x43loseModelSession\x12\r.ModelSession\x1a\x06.Empty\"\x00\x12S\n\x18\x43reateDatasetDescription\x12 .CreateDatasetDescriptionRequest\x1a\x13.DatasetDescription\"\x00\x12 \n\x07GetLogs\x12\x06.Empty\x1a\t.LogEntry\"\x00\x30\x01\x12!\n\x0bListDevices\x12\x06.Empty\x1a\x08.Devices\"\x00\x12.\n\x07Predict\x12\x0f.PredictRequest\x1a\x10.PredictResponse\"\x00\x32G\n\rFlightControl\x12\x18\n\x04Ping\x12\x06.Empty\x1a\x06.Empty\"\x00\x12\x1c\n\x08Shutdown\x12\x06.Empty\x1a\x06.Empty\"\x00\x62\x06proto3'
-)
-
-
-
-_DEVICE_STATUS = _descriptor.EnumDescriptor(
-  name='Status',
-  full_name='Device.Status',
-  filename=None,
-  file=DESCRIPTOR,
-  create_key=_descriptor._internal_create_key,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='AVAILABLE', index=0, number=0,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='IN_USE', index=1, number=1,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=73,
-  serialized_end=108,
-)
-_sym_db.RegisterEnumDescriptor(_DEVICE_STATUS)
-
-_INPUTSHAPE_SHAPETYPE = _descriptor.EnumDescriptor(
-  name='ShapeType',
-  full_name='InputShape.ShapeType',
-  filename=None,
-  file=DESCRIPTOR,
-  create_key=_descriptor._internal_create_key,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='EXPLICIT', index=0, number=0,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='PARAMETRIZED', index=1, number=1,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=588,
-  serialized_end=631,
-)
-_sym_db.RegisterEnumDescriptor(_INPUTSHAPE_SHAPETYPE)
-
-_OUTPUTSHAPE_SHAPETYPE = _descriptor.EnumDescriptor(
-  name='ShapeType',
-  full_name='OutputShape.ShapeType',
-  filename=None,
-  file=DESCRIPTOR,
-  create_key=_descriptor._internal_create_key,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='EXPLICIT', index=0, number=0,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='IMPLICIT', index=1, number=1,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=829,
-  serialized_end=868,
-)
-_sym_db.RegisterEnumDescriptor(_OUTPUTSHAPE_SHAPETYPE)
-
-_LOGENTRY_LEVEL = _descriptor.EnumDescriptor(
-  name='Level',
-  full_name='LogEntry.Level',
-  filename=None,
-  file=DESCRIPTOR,
-  create_key=_descriptor._internal_create_key,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='NOTSET', index=0, number=0,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='DEBUG', index=1, number=1,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='INFO', index=2, number=2,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='WARNING', index=3, number=3,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='ERROR', index=4, number=4,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='CRITICAL', index=5, number=5,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=979,
-  serialized_end=1057,
-)
-_sym_db.RegisterEnumDescriptor(_LOGENTRY_LEVEL)
-
-
-_DEVICE = _descriptor.Descriptor(
-  name='Device',
-  full_name='Device',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='id', full_name='Device.id', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='status', full_name='Device.status', index=1,
-      number=2, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-    _DEVICE_STATUS,
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=19,
-  serialized_end=108,
-)
-
-
-_CREATEDATASETDESCRIPTIONREQUEST = _descriptor.Descriptor(
-  name='CreateDatasetDescriptionRequest',
-  full_name='CreateDatasetDescriptionRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='modelSessionId', full_name='CreateDatasetDescriptionRequest.modelSessionId', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='mean', full_name='CreateDatasetDescriptionRequest.mean', index=1,
-      number=3, type=1, cpp_type=5, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='stddev', full_name='CreateDatasetDescriptionRequest.stddev', index=2,
-      number=4, type=1, cpp_type=5, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=110,
-  serialized_end=197,
-)
-
-
-_DATASETDESCRIPTION = _descriptor.Descriptor(
-  name='DatasetDescription',
-  full_name='DatasetDescription',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='id', full_name='DatasetDescription.id', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=199,
-  serialized_end=231,
-)
-
-
-_BLOB = _descriptor.Descriptor(
-  name='Blob',
-  full_name='Blob',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='format', full_name='Blob.format', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='content', full_name='Blob.content', index=1,
-      number=2, type=12, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"",
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=233,
-  serialized_end=272,
-)
-
-
-_CREATEMODELSESSIONREQUEST = _descriptor.Descriptor(
-  name='CreateModelSessionRequest',
-  full_name='CreateModelSessionRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='model_uri', full_name='CreateModelSessionRequest.model_uri', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='model_blob', full_name='CreateModelSessionRequest.model_blob', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='deviceIds', full_name='CreateModelSessionRequest.deviceIds', index=2,
-      number=5, type=9, cpp_type=9, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-    _descriptor.OneofDescriptor(
-      name='model', full_name='CreateModelSessionRequest.model',
-      index=0, containing_type=None,
-      create_key=_descriptor._internal_create_key,
-    fields=[]),
-  ],
-  serialized_start=274,
-  serialized_end=379,
-)
-
-
-_NAMEDINTS = _descriptor.Descriptor(
-  name='NamedInts',
-  full_name='NamedInts',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='namedInts', full_name='NamedInts.namedInts', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=381,
-  serialized_end=422,
-)
-
-
-_NAMEDFLOATS = _descriptor.Descriptor(
-  name='NamedFloats',
-  full_name='NamedFloats',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='namedFloats', full_name='NamedFloats.namedFloats', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=424,
-  serialized_end=471,
-)
-
-
-_INPUTSHAPE = _descriptor.Descriptor(
-  name='InputShape',
-  full_name='InputShape',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='shapeType', full_name='InputShape.shapeType', index=0,
-      number=1, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='shape', full_name='InputShape.shape', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='stepShape', full_name='InputShape.stepShape', index=2,
-      number=4, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-    _INPUTSHAPE_SHAPETYPE,
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=474,
-  serialized_end=631,
-)
-
-
-_OUTPUTSHAPE = _descriptor.Descriptor(
-  name='OutputShape',
-  full_name='OutputShape',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='shapeType', full_name='OutputShape.shapeType', index=0,
-      number=1, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='shape', full_name='OutputShape.shape', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='halo', full_name='OutputShape.halo', index=2,
-      number=3, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='referenceTensor', full_name='OutputShape.referenceTensor', index=3,
-      number=4, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='scale', full_name='OutputShape.scale', index=4,
-      number=5, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='offset', full_name='OutputShape.offset', index=5,
-      number=6, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-    _OUTPUTSHAPE_SHAPETYPE,
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=634,
-  serialized_end=868,
-)
-
-
-_MODELSESSION = _descriptor.Descriptor(
-  name='ModelSession',
-  full_name='ModelSession',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='id', full_name='ModelSession.id', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=870,
-  serialized_end=896,
-)
-
-
-_LOGENTRY = _descriptor.Descriptor(
-  name='LogEntry',
-  full_name='LogEntry',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='timestamp', full_name='LogEntry.timestamp', index=0,
-      number=1, type=13, cpp_type=3, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='level', full_name='LogEntry.level', index=1,
-      number=2, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='content', full_name='LogEntry.content', index=2,
-      number=3, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-    _LOGENTRY_LEVEL,
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=899,
-  serialized_end=1057,
-)
-
-
-_DEVICES = _descriptor.Descriptor(
-  name='Devices',
-  full_name='Devices',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='devices', full_name='Devices.devices', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1059,
-  serialized_end=1094,
-)
-
-
-_NAMEDINT = _descriptor.Descriptor(
-  name='NamedInt',
-  full_name='NamedInt',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='size', full_name='NamedInt.size', index=0,
-      number=1, type=13, cpp_type=3, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='name', full_name='NamedInt.name', index=1,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1096,
-  serialized_end=1134,
-)
-
-
-_NAMEDFLOAT = _descriptor.Descriptor(
-  name='NamedFloat',
-  full_name='NamedFloat',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='size', full_name='NamedFloat.size', index=0,
-      number=1, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='name', full_name='NamedFloat.name', index=1,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1136,
-  serialized_end=1176,
-)
-
-
-_TENSOR = _descriptor.Descriptor(
-  name='Tensor',
-  full_name='Tensor',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='buffer', full_name='Tensor.buffer', index=0,
-      number=1, type=12, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"",
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='dtype', full_name='Tensor.dtype', index=1,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='tensorId', full_name='Tensor.tensorId', index=2,
-      number=3, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='shape', full_name='Tensor.shape', index=3,
-      number=4, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1178,
-  serialized_end=1261,
-)
-
-
-_PREDICTREQUEST = _descriptor.Descriptor(
-  name='PredictRequest',
-  full_name='PredictRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='modelSessionId', full_name='PredictRequest.modelSessionId', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='datasetId', full_name='PredictRequest.datasetId', index=1,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='tensors', full_name='PredictRequest.tensors', index=2,
-      number=3, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1263,
-  serialized_end=1348,
-)
-
-
-_PREDICTRESPONSE = _descriptor.Descriptor(
-  name='PredictResponse',
-  full_name='PredictResponse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='tensors', full_name='PredictResponse.tensors', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1350,
-  serialized_end=1393,
-)
-
-
-_EMPTY = _descriptor.Descriptor(
-  name='Empty',
-  full_name='Empty',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1395,
-  serialized_end=1402,
-)
-
-
-_MODELINFO = _descriptor.Descriptor(
-  name='ModelInfo',
-  full_name='ModelInfo',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='deviceIds', full_name='ModelInfo.deviceIds', index=0,
-      number=1, type=9, cpp_type=9, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1404,
-  serialized_end=1434,
-)
-
-
-_CREATEMODELSESSIONCHUNKEDREQUEST = _descriptor.Descriptor(
-  name='CreateModelSessionChunkedRequest',
-  full_name='CreateModelSessionChunkedRequest',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='info', full_name='CreateModelSessionChunkedRequest.info', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='chunk', full_name='CreateModelSessionChunkedRequest.chunk', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-    _descriptor.OneofDescriptor(
-      name='data', full_name='CreateModelSessionChunkedRequest.data',
-      index=0, containing_type=None,
-      create_key=_descriptor._internal_create_key,
-    fields=[]),
-  ],
-  serialized_start=1436,
-  serialized_end=1530,
-)
-
-_DEVICE.fields_by_name['status'].enum_type = _DEVICE_STATUS
-_DEVICE_STATUS.containing_type = _DEVICE
-_CREATEMODELSESSIONREQUEST.fields_by_name['model_blob'].message_type = _BLOB
-_CREATEMODELSESSIONREQUEST.oneofs_by_name['model'].fields.append(
-  _CREATEMODELSESSIONREQUEST.fields_by_name['model_uri'])
-_CREATEMODELSESSIONREQUEST.fields_by_name['model_uri'].containing_oneof = _CREATEMODELSESSIONREQUEST.oneofs_by_name['model']
-_CREATEMODELSESSIONREQUEST.oneofs_by_name['model'].fields.append(
-  _CREATEMODELSESSIONREQUEST.fields_by_name['model_blob'])
-_CREATEMODELSESSIONREQUEST.fields_by_name['model_blob'].containing_oneof = _CREATEMODELSESSIONREQUEST.oneofs_by_name['model']
-_NAMEDINTS.fields_by_name['namedInts'].message_type = _NAMEDINT
-_NAMEDFLOATS.fields_by_name['namedFloats'].message_type = _NAMEDFLOAT
-_INPUTSHAPE.fields_by_name['shapeType'].enum_type = _INPUTSHAPE_SHAPETYPE
-_INPUTSHAPE.fields_by_name['shape'].message_type = _NAMEDINTS
-_INPUTSHAPE.fields_by_name['stepShape'].message_type = _NAMEDINTS
-_INPUTSHAPE_SHAPETYPE.containing_type = _INPUTSHAPE
-_OUTPUTSHAPE.fields_by_name['shapeType'].enum_type = _OUTPUTSHAPE_SHAPETYPE
-_OUTPUTSHAPE.fields_by_name['shape'].message_type = _NAMEDINTS
-_OUTPUTSHAPE.fields_by_name['halo'].message_type = _NAMEDINTS
-_OUTPUTSHAPE.fields_by_name['scale'].message_type = _NAMEDFLOATS
-_OUTPUTSHAPE.fields_by_name['offset'].message_type = _NAMEDFLOATS
-_OUTPUTSHAPE_SHAPETYPE.containing_type = _OUTPUTSHAPE
-_LOGENTRY.fields_by_name['level'].enum_type = _LOGENTRY_LEVEL
-_LOGENTRY_LEVEL.containing_type = _LOGENTRY
-_DEVICES.fields_by_name['devices'].message_type = _DEVICE
-_TENSOR.fields_by_name['shape'].message_type = _NAMEDINT
-_PREDICTREQUEST.fields_by_name['tensors'].message_type = _TENSOR
-_PREDICTRESPONSE.fields_by_name['tensors'].message_type = _TENSOR
-_CREATEMODELSESSIONCHUNKEDREQUEST.fields_by_name['info'].message_type = _MODELINFO
-_CREATEMODELSESSIONCHUNKEDREQUEST.fields_by_name['chunk'].message_type = _BLOB
-_CREATEMODELSESSIONCHUNKEDREQUEST.oneofs_by_name['data'].fields.append(
-  _CREATEMODELSESSIONCHUNKEDREQUEST.fields_by_name['info'])
-_CREATEMODELSESSIONCHUNKEDREQUEST.fields_by_name['info'].containing_oneof = _CREATEMODELSESSIONCHUNKEDREQUEST.oneofs_by_name['data']
-_CREATEMODELSESSIONCHUNKEDREQUEST.oneofs_by_name['data'].fields.append(
-  _CREATEMODELSESSIONCHUNKEDREQUEST.fields_by_name['chunk'])
-_CREATEMODELSESSIONCHUNKEDREQUEST.fields_by_name['chunk'].containing_oneof = _CREATEMODELSESSIONCHUNKEDREQUEST.oneofs_by_name['data']
-DESCRIPTOR.message_types_by_name['Device'] = _DEVICE
-DESCRIPTOR.message_types_by_name['CreateDatasetDescriptionRequest'] = _CREATEDATASETDESCRIPTIONREQUEST
-DESCRIPTOR.message_types_by_name['DatasetDescription'] = _DATASETDESCRIPTION
-DESCRIPTOR.message_types_by_name['Blob'] = _BLOB
-DESCRIPTOR.message_types_by_name['CreateModelSessionRequest'] = _CREATEMODELSESSIONREQUEST
-DESCRIPTOR.message_types_by_name['NamedInts'] = _NAMEDINTS
-DESCRIPTOR.message_types_by_name['NamedFloats'] = _NAMEDFLOATS
-DESCRIPTOR.message_types_by_name['InputShape'] = _INPUTSHAPE
-DESCRIPTOR.message_types_by_name['OutputShape'] = _OUTPUTSHAPE
-DESCRIPTOR.message_types_by_name['ModelSession'] = _MODELSESSION
-DESCRIPTOR.message_types_by_name['LogEntry'] = _LOGENTRY
-DESCRIPTOR.message_types_by_name['Devices'] = _DEVICES
-DESCRIPTOR.message_types_by_name['NamedInt'] = _NAMEDINT
-DESCRIPTOR.message_types_by_name['NamedFloat'] = _NAMEDFLOAT
-DESCRIPTOR.message_types_by_name['Tensor'] = _TENSOR
-DESCRIPTOR.message_types_by_name['PredictRequest'] = _PREDICTREQUEST
-DESCRIPTOR.message_types_by_name['PredictResponse'] = _PREDICTRESPONSE
-DESCRIPTOR.message_types_by_name['Empty'] = _EMPTY
-DESCRIPTOR.message_types_by_name['ModelInfo'] = _MODELINFO
-DESCRIPTOR.message_types_by_name['CreateModelSessionChunkedRequest'] = _CREATEMODELSESSIONCHUNKEDREQUEST
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0finference.proto\"Y\n\x06\x44\x65vice\x12\n\n\x02id\x18\x01 \x01(\t\x12\x1e\n\x06status\x18\x02 \x01(\x0e\x32\x0e.Device.Status\"#\n\x06Status\x12\r\n\tAVAILABLE\x10\x00\x12\n\n\x06IN_USE\x10\x01\"W\n\x1f\x43reateDatasetDescriptionRequest\x12\x16\n\x0emodelSessionId\x18\x01 \x01(\t\x12\x0c\n\x04mean\x18\x03 \x01(\x01\x12\x0e\n\x06stddev\x18\x04 \x01(\x01\" \n\x12\x44\x61tasetDescription\x12\n\n\x02id\x18\x01 \x01(\t\"\'\n\x04\x42lob\x12\x0e\n\x06\x66ormat\x18\x01 \x01(\t\x12\x0f\n\x07\x63ontent\x18\x02 \x01(\x0c\"i\n\x19\x43reateModelSessionRequest\x12\x13\n\tmodel_uri\x18\x01 \x01(\tH\x00\x12\x1b\n\nmodel_blob\x18\x02 \x01(\x0b\x32\x05.BlobH\x00\x12\x11\n\tdeviceIds\x18\x05 \x03(\tB\x07\n\x05model\")\n\tNamedInts\x12\x1c\n\tnamedInts\x18\x01 \x03(\x0b\x32\t.NamedInt\"/\n\x0bNamedFloats\x12 \n\x0bnamedFloats\x18\x01 \x03(\x0b\x32\x0b.NamedFloat\"\x9d\x01\n\nInputShape\x12(\n\tshapeType\x18\x01 \x01(\x0e\x32\x15.InputShape.ShapeType\x12\x19\n\x05shape\x18\x02 \x01(\x0b\x32\n.NamedInts\x12\x1d\n\tstepShape\x18\x04 \x01(\x0b\x32\n.NamedInts\"+\n\tShapeType\x12\x0c\n\x08\x45XPLICIT\x10\x00\x12\x10\n\x0cPARAMETRIZED\x10\x01\"\xea\x01\n\x0bOutputShape\x12)\n\tshapeType\x18\x01 \x01(\x0e\x32\x16.OutputShape.ShapeType\x12\x19\n\x05shape\x18\x02 \x01(\x0b\x32\n.NamedInts\x12\x18\n\x04halo\x18\x03 \x01(\x0b\x32\n.NamedInts\x12\x17\n\x0freferenceTensor\x18\x04 \x01(\t\x12\x1b\n\x05scale\x18\x05 \x01(\x0b\x32\x0c.NamedFloats\x12\x1c\n\x06offset\x18\x06 \x01(\x0b\x32\x0c.NamedFloats\"\'\n\tShapeType\x12\x0c\n\x08\x45XPLICIT\x10\x00\x12\x0c\n\x08IMPLICIT\x10\x01\"\x1a\n\x0cModelSession\x12\n\n\x02id\x18\x01 \x01(\t\"\x9e\x01\n\x08LogEntry\x12\x11\n\ttimestamp\x18\x01 \x01(\r\x12\x1e\n\x05level\x18\x02 \x01(\x0e\x32\x0f.LogEntry.Level\x12\x0f\n\x07\x63ontent\x18\x03 \x01(\t\"N\n\x05Level\x12\n\n\x06NOTSET\x10\x00\x12\t\n\x05\x44\x45\x42UG\x10\x01\x12\x08\n\x04INFO\x10\x02\x12\x0b\n\x07WARNING\x10\x03\x12\t\n\x05\x45RROR\x10\x04\x12\x0c\n\x08\x43RITICAL\x10\x05\"#\n\x07\x44\x65vices\x12\x18\n\x07\x64\x65vices\x18\x01 \x03(\x0b\x32\x07.Device\"&\n\x08NamedInt\x12\x0c\n\x04size\x18\x01 \x01(\r\x12\x0c\n\x04name\x18\x02 \x01(\t\"(\n\nNamedFloat\x12\x0c\n\x04size\x18\x01 \x01(\x02\x12\x0c\n\x04name\x18\x02 \x01(\t\"S\n\x06Tensor\x12\x0e\n\x06\x62uffer\x18\x01 \x01(\x0c\x12\r\n\x05\x64type\x18\x02 \x01(\t\x12\x10\n\x08tensorId\x18\x03 \x01(\t\x12\x18\n\x05shape\x18\x04 \x03(\x0b\x32\t.NamedInt\"U\n\x0ePredictRequest\x12\x16\n\x0emodelSessionId\x18\x01 \x01(\t\x12\x11\n\tdatasetId\x18\x02 \x01(\t\x12\x18\n\x07tensors\x18\x03 \x03(\x0b\x32\x07.Tensor\"+\n\x0fPredictResponse\x12\x18\n\x07tensors\x18\x01 \x03(\x0b\x32\x07.Tensor\"\x07\n\x05\x45mpty\"\x1e\n\tModelInfo\x12\x11\n\tdeviceIds\x18\x01 \x03(\t\"^\n CreateModelSessionChunkedRequest\x12\x1a\n\x04info\x18\x01 \x01(\x0b\x32\n.ModelInfoH\x00\x12\x16\n\x05\x63hunk\x18\x02 \x01(\x0b\x32\x05.BlobH\x00\x42\x06\n\x04\x64\x61ta2\xc6\x02\n\tInference\x12\x41\n\x12\x43reateModelSession\x12\x1a.CreateModelSessionRequest\x1a\r.ModelSession\"\x00\x12,\n\x11\x43loseModelSession\x12\r.ModelSession\x1a\x06.Empty\"\x00\x12S\n\x18\x43reateDatasetDescription\x12 .CreateDatasetDescriptionRequest\x1a\x13.DatasetDescription\"\x00\x12 \n\x07GetLogs\x12\x06.Empty\x1a\t.LogEntry\"\x00\x30\x01\x12!\n\x0bListDevices\x12\x06.Empty\x1a\x08.Devices\"\x00\x12.\n\x07Predict\x12\x0f.PredictRequest\x1a\x10.PredictResponse\"\x00\x32G\n\rFlightControl\x12\x18\n\x04Ping\x12\x06.Empty\x1a\x06.Empty\"\x00\x12\x1c\n\x08Shutdown\x12\x06.Empty\x1a\x06.Empty\"\x00\x62\x06proto3')
+
+
+
+_DEVICE = DESCRIPTOR.message_types_by_name['Device']
+_CREATEDATASETDESCRIPTIONREQUEST = DESCRIPTOR.message_types_by_name['CreateDatasetDescriptionRequest']
+_DATASETDESCRIPTION = DESCRIPTOR.message_types_by_name['DatasetDescription']
+_BLOB = DESCRIPTOR.message_types_by_name['Blob']
+_CREATEMODELSESSIONREQUEST = DESCRIPTOR.message_types_by_name['CreateModelSessionRequest']
+_NAMEDINTS = DESCRIPTOR.message_types_by_name['NamedInts']
+_NAMEDFLOATS = DESCRIPTOR.message_types_by_name['NamedFloats']
+_INPUTSHAPE = DESCRIPTOR.message_types_by_name['InputShape']
+_OUTPUTSHAPE = DESCRIPTOR.message_types_by_name['OutputShape']
+_MODELSESSION = DESCRIPTOR.message_types_by_name['ModelSession']
+_LOGENTRY = DESCRIPTOR.message_types_by_name['LogEntry']
+_DEVICES = DESCRIPTOR.message_types_by_name['Devices']
+_NAMEDINT = DESCRIPTOR.message_types_by_name['NamedInt']
+_NAMEDFLOAT = DESCRIPTOR.message_types_by_name['NamedFloat']
+_TENSOR = DESCRIPTOR.message_types_by_name['Tensor']
+_PREDICTREQUEST = DESCRIPTOR.message_types_by_name['PredictRequest']
+_PREDICTRESPONSE = DESCRIPTOR.message_types_by_name['PredictResponse']
+_EMPTY = DESCRIPTOR.message_types_by_name['Empty']
+_MODELINFO = DESCRIPTOR.message_types_by_name['ModelInfo']
+_CREATEMODELSESSIONCHUNKEDREQUEST = DESCRIPTOR.message_types_by_name['CreateModelSessionChunkedRequest']
+_DEVICE_STATUS = _DEVICE.enum_types_by_name['Status']
+_INPUTSHAPE_SHAPETYPE = _INPUTSHAPE.enum_types_by_name['ShapeType']
+_OUTPUTSHAPE_SHAPETYPE = _OUTPUTSHAPE.enum_types_by_name['ShapeType']
+_LOGENTRY_LEVEL = _LOGENTRY.enum_types_by_name['Level']
 Device = _reflection.GeneratedProtocolMessageType('Device', (_message.Message,), {
   'DESCRIPTOR' : _DEVICE,
   '__module__' : 'inference_pb2'
@@ -1150,117 +182,61 @@
   })
 _sym_db.RegisterMessage(CreateModelSessionChunkedRequest)
 
-
-
-_INFERENCE = _descriptor.ServiceDescriptor(
-  name='Inference',
-  full_name='Inference',
-  file=DESCRIPTOR,
-  index=0,
-  serialized_options=None,
-  create_key=_descriptor._internal_create_key,
-  serialized_start=1533,
-  serialized_end=1859,
-  methods=[
-  _descriptor.MethodDescriptor(
-    name='CreateModelSession',
-    full_name='Inference.CreateModelSession',
-    index=0,
-    containing_service=None,
-    input_type=_CREATEMODELSESSIONREQUEST,
-    output_type=_MODELSESSION,
-    serialized_options=None,
-    create_key=_descriptor._internal_create_key,
-  ),
-  _descriptor.MethodDescriptor(
-    name='CloseModelSession',
-    full_name='Inference.CloseModelSession',
-    index=1,
-    containing_service=None,
-    input_type=_MODELSESSION,
-    output_type=_EMPTY,
-    serialized_options=None,
-    create_key=_descriptor._internal_create_key,
-  ),
-  _descriptor.MethodDescriptor(
-    name='CreateDatasetDescription',
-    full_name='Inference.CreateDatasetDescription',
-    index=2,
-    containing_service=None,
-    input_type=_CREATEDATASETDESCRIPTIONREQUEST,
-    output_type=_DATASETDESCRIPTION,
-    serialized_options=None,
-    create_key=_descriptor._internal_create_key,
-  ),
-  _descriptor.MethodDescriptor(
-    name='GetLogs',
-    full_name='Inference.GetLogs',
-    index=3,
-    containing_service=None,
-    input_type=_EMPTY,
-    output_type=_LOGENTRY,
-    serialized_options=None,
-    create_key=_descriptor._internal_create_key,
-  ),
-  _descriptor.MethodDescriptor(
-    name='ListDevices',
-    full_name='Inference.ListDevices',
-    index=4,
-    containing_service=None,
-    input_type=_EMPTY,
-    output_type=_DEVICES,
-    serialized_options=None,
-    create_key=_descriptor._internal_create_key,
-  ),
-  _descriptor.MethodDescriptor(
-    name='Predict',
-    full_name='Inference.Predict',
-    index=5,
-    containing_service=None,
-    input_type=_PREDICTREQUEST,
-    output_type=_PREDICTRESPONSE,
-    serialized_options=None,
-    create_key=_descriptor._internal_create_key,
-  ),
-])
-_sym_db.RegisterServiceDescriptor(_INFERENCE)
-
-DESCRIPTOR.services_by_name['Inference'] = _INFERENCE
-
-
-_FLIGHTCONTROL = _descriptor.ServiceDescriptor(
-  name='FlightControl',
-  full_name='FlightControl',
-  file=DESCRIPTOR,
-  index=1,
-  serialized_options=None,
-  create_key=_descriptor._internal_create_key,
-  serialized_start=1861,
-  serialized_end=1932,
-  methods=[
-  _descriptor.MethodDescriptor(
-    name='Ping',
-    full_name='FlightControl.Ping',
-    index=0,
-    containing_service=None,
-    input_type=_EMPTY,
-    output_type=_EMPTY,
-    serialized_options=None,
-    create_key=_descriptor._internal_create_key,
-  ),
-  _descriptor.MethodDescriptor(
-    name='Shutdown',
-    full_name='FlightControl.Shutdown',
-    index=1,
-    containing_service=None,
-    input_type=_EMPTY,
-    output_type=_EMPTY,
-    serialized_options=None,
-    create_key=_descriptor._internal_create_key,
-  ),
-])
-_sym_db.RegisterServiceDescriptor(_FLIGHTCONTROL)
-
-DESCRIPTOR.services_by_name['FlightControl'] = _FLIGHTCONTROL
-
+_INFERENCE = DESCRIPTOR.services_by_name['Inference']
+_FLIGHTCONTROL = DESCRIPTOR.services_by_name['FlightControl']
+if _descriptor._USE_C_DESCRIPTORS == False:
+
+  DESCRIPTOR._options = None
+  _DEVICE._serialized_start=19
+  _DEVICE._serialized_end=108
+  _DEVICE_STATUS._serialized_start=73
+  _DEVICE_STATUS._serialized_end=108
+  _CREATEDATASETDESCRIPTIONREQUEST._serialized_start=110
+  _CREATEDATASETDESCRIPTIONREQUEST._serialized_end=197
+  _DATASETDESCRIPTION._serialized_start=199
+  _DATASETDESCRIPTION._serialized_end=231
+  _BLOB._serialized_start=233
+  _BLOB._serialized_end=272
+  _CREATEMODELSESSIONREQUEST._serialized_start=274
+  _CREATEMODELSESSIONREQUEST._serialized_end=379
+  _NAMEDINTS._serialized_start=381
+  _NAMEDINTS._serialized_end=422
+  _NAMEDFLOATS._serialized_start=424
+  _NAMEDFLOATS._serialized_end=471
+  _INPUTSHAPE._serialized_start=474
+  _INPUTSHAPE._serialized_end=631
+  _INPUTSHAPE_SHAPETYPE._serialized_start=588
+  _INPUTSHAPE_SHAPETYPE._serialized_end=631
+  _OUTPUTSHAPE._serialized_start=634
+  _OUTPUTSHAPE._serialized_end=868
+  _OUTPUTSHAPE_SHAPETYPE._serialized_start=829
+  _OUTPUTSHAPE_SHAPETYPE._serialized_end=868
+  _MODELSESSION._serialized_start=870
+  _MODELSESSION._serialized_end=896
+  _LOGENTRY._serialized_start=899
+  _LOGENTRY._serialized_end=1057
+  _LOGENTRY_LEVEL._serialized_start=979
+  _LOGENTRY_LEVEL._serialized_end=1057
+  _DEVICES._serialized_start=1059
+  _DEVICES._serialized_end=1094
+  _NAMEDINT._serialized_start=1096
+  _NAMEDINT._serialized_end=1134
+  _NAMEDFLOAT._serialized_start=1136
+  _NAMEDFLOAT._serialized_end=1176
+  _TENSOR._serialized_start=1178
+  _TENSOR._serialized_end=1261
+  _PREDICTREQUEST._serialized_start=1263
+  _PREDICTREQUEST._serialized_end=1348
+  _PREDICTRESPONSE._serialized_start=1350
+  _PREDICTRESPONSE._serialized_end=1393
+  _EMPTY._serialized_start=1395
+  _EMPTY._serialized_end=1402
+  _MODELINFO._serialized_start=1404
+  _MODELINFO._serialized_end=1434
+  _CREATEMODELSESSIONCHUNKEDREQUEST._serialized_start=1436
+  _CREATEMODELSESSIONCHUNKEDREQUEST._serialized_end=1530
+  _INFERENCE._serialized_start=1533
+  _INFERENCE._serialized_end=1859
+  _FLIGHTCONTROL._serialized_start=1861
+  _FLIGHTCONTROL._serialized_end=1932
 # @@protoc_insertion_point(module_scope)