package ge.proto

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Used in: GraphDef, ModelDef, NamedAttrs, OpDef, TensorDescriptor

• oneof value

  • bytes s = 2

    "string"

  • int64 i = 3

    "int"

  • float f = 4

    "float"

  • bool b = 5

    "bool"

  • bytes bt = 7

  • AttrDef.ListValue list = 1

    any "list(...)"

  • NamedAttrs func = 10

    Used to support attr nesting

  • TensorDescriptor td = 11

    GeTensorDesc type

  • TensorDef t = 12

    GeTensor type

  • GraphDef g = 13

    Graph type

  • AttrDef.ListListInt list_list_int = 14

    List List Int type

  • int64 dt = 15

    ge::DataType

  • AttrDef.ListListFloat list_list_float = 16

    List List Float type

Used in: AttrDef

• repeated ListListFloat.ListFloat list_list_f = 1

  list list float

Used in: ListListFloat

• repeated float list_f = 1

  list float

Used in: AttrDef

• repeated ListListInt.ListInt list_list_i = 1

  list list int

Used in: ListListInt

• repeated int64 list_i = 1

  list int

Used in: AttrDef

• repeated bytes s = 2

  "list(string)"

• repeated int64 i = 3

  "list(int)"

• repeated float f = 4

  "list(float)"

• repeated bool b = 5

  "list(bool)"

• repeated bytes bt = 7

• repeated TensorDescriptor td = 8

• repeated TensorDef t = 9

• repeated GraphDef g = 10

• repeated NamedAttrs na = 11

• repeated int64 dt = 12

  list ge::DataType

• ListValue.ListValueType val_type = 20

Used in: ListValue

• VT_LIST_NONE = 0

• VT_LIST_STRING = 1

• VT_LIST_INT = 2

• VT_LIST_FLOAT = 3

• VT_LIST_BOOL = 4

• VT_LIST_BYTES = 5

• VT_LIST_TENSOR_DESC = 6

• VT_LIST_TENSOR = 7

• VT_LIST_GRAPH = 8

• VT_LIST_NAMED_ATTRS = 9

• VT_LIST_DATA_TYPE = 10

Used in: TensorDescriptor

• DT_UNDEFINED = 0

  Used to indicate a DataType field has not been set.

• DT_FLOAT = 1

  float type

• DT_FLOAT16 = 2

  fp16 type

• DT_INT8 = 3

  int8 type

• DT_UINT8 = 4

  uint8 type

• DT_INT16 = 5

  int16 type

• DT_UINT16 = 6

  uint16 type

• DT_INT32 = 7

• DT_INT64 = 8

  int64 type

• DT_UINT32 = 9

  unsigned int32

• DT_UINT64 = 10

  unsigned int64

• DT_BOOL = 11

  bool type

• DT_DOUBLE = 12

  double type

• DT_STRING = 13

  string type

• DT_DUAL_SUB_INT8 = 14

  *< dual output int8 type

• DT_DUAL_SUB_UINT8 = 15

  *< dual output uint8 type

• DT_COMPLEX64 = 16

  complex64 type

• DT_COMPLEX128 = 17

  complex128 type

• DT_QINT8 = 18

  qint8 type

• DT_QINT16 = 19

  qint16 type

• DT_QINT32 = 20

  qint32 type

• DT_QUINT8 = 21

  quint8 type

• DT_QUINT16 = 22

  quint16 type

• DT_RESOURCE = 23

  resource type

• DT_STRING_REF = 24

  string_ref type

• DT_DUAL = 25

  *< dual output type

• DT_VARIANT = 26

  variant type

• DT_BF16 = 27

  bf16 type

• DT_INT4 = 28

  int4 type

• DT_UINT1 = 29

  uint1 type

• DT_INT2 = 30

  int2 type

• DT_UINT2 = 31

  uint2 type

Graph definition

Used in: AttrDef, AttrDef.ListValue, ModelDef

• string name = 1

  name

• repeated string input = 4

  Graph input

• repeated string output = 5

  Graph output

• repeated OpDef op = 6

  List of operators

• map<string, AttrDef> attr = 11

  Extended field

model definition

• string name = 1

  name

• uint32 version = 2

  IR Proto verion

• string custom_version = 3

  User model version number, passed in by user

• repeated GraphDef graph = 7

  Graph definition，graph[0] represents the main diagram in modeldef

• map<string, AttrDef> attr = 11

  Extended field

A list of attr names and their values. The whole list is attached with a string name. E.g., MatMul[T=float].

Used in: AttrDef, AttrDef.ListValue

• string name = 1

• map<string, AttrDef> attr = 2

Operator description

Used in: GraphDef

• string name = 1

  name

• string type = 2

  type

• repeated string input = 5

  input original op name + outgoing index. op_name：index

• map<string, AttrDef> attr = 10

  Set of operator parameter fields

• bool has_out_attr = 20

• int64 id = 21

• int64 stream_id = 22

• repeated string input_name = 23

• repeated string src_name = 24

• repeated int64 src_index = 25

• repeated string dst_name = 26

• repeated int64 dst_index = 27

• repeated int64 input_i = 28

• repeated int64 output_i = 29

• repeated int64 workspace = 30

• repeated int64 workspace_bytes = 31

• repeated bool is_input_const = 32

• repeated TensorDescriptor input_desc = 33

• repeated TensorDescriptor output_desc = 34

• repeated string subgraph_name = 35

Shape / dimension description, using row-major order

Used in: TensorDescriptor

• repeated int64 dim = 1

  Size of each dimension

GeTensor definition

Used in: AttrDef, AttrDef.ListValue

• optional TensorDescriptor desc = 1

  Tensor description

• bytes data = 2

  Tensor data

Multidimensional data description

Used in: AttrDef, AttrDef.ListValue, OpDef, TensorDef

• string name = 1

  Optional parameter, tensor name

• DataType dtype = 2

  tensor datatype

• optional ShapeDef shape = 3

  Shape / dimension

• string layout = 4

  Tensor format, eg: "NCHW", "NHWC", "CHW", "ND"

• bool has_out_attr = 9

• int64 size = 10

• int64 weight_size = 11

• bool reuse_input = 12

• bool output_tensor = 13

• string device_type = 14

• bool input_tensor = 15

• int64 real_dim_cnt = 16

• int64 reuse_input_index = 17

• int64 data_offset = 18

• int64 cmps_size = 19

• string cmps_tab = 20

• int64 cmps_tab_offset = 21

• map<string, AttrDef> attr = 5

  Set of extra parameter fields