syntax = "proto2";

package mace;

option optimize_for = LITE_RUNTIME;

// For better compatibility,
// the mace.proto is refered from tensorflow and caffe2.

enum DataType {
  DT_INVALID = 0;
  DT_FLOAT = 1;
  DT_UINT8 = 2;
  DT_HALF = 3;
  DT_INT32 = 4;
  DT_FLOAT16 = 5;
  DT_BFLOAT16 = 6;
  DT_INT16 = 7;
  DT_INT8 = 8;
}

enum MemoryType {
  CPU_BUFFER = 0;
  GPU_BUFFER = 1;
  GPU_IMAGE = 2;
}

message ConstTensor {
  repeated int64 dims = 1;
  optional DataType data_type = 2 [default = DT_FLOAT];
  repeated float float_data = 3 [packed = true];
  repeated int32 int32_data = 4 [packed = true];
  optional string name = 5;
  optional int64 offset = 6;
  optional int64 data_size = 7;
  optional float scale = 8;
  optional int32 zero_point = 9;
  optional float minval = 10;
  optional float maxval = 11;
  optional bool quantized = 12 [default = false];

  optional uint32 node_id = 100;
}

message Argument {
  optional string name = 1;
  optional float f = 2;
  optional int64 i = 3;
  optional bytes s = 4;
  repeated float floats = 5;
  repeated int64 ints = 6;
}

// for hexagon mace-nnlib
message NodeInput {
  optional int32 node_id = 1;
  optional int32 output_port = 2;
}

message OutputShape {
  repeated int64 dims = 1;
}

message QuantizeActivationInfo {
  optional float scale = 1;
  optional int32 zero_point = 2;
  optional float minval = 3;  // hexagon uses min/max
  optional float maxval = 4;
}

message OperatorDef {
  repeated string input = 1;
  repeated string output = 2;
  optional string name = 3;
  optional string type = 4;
  optional int32 device_type = 5;
  repeated Argument arg = 6;
  repeated OutputShape output_shape = 7;
  repeated DataType output_type = 8;
  repeated QuantizeActivationInfo quantize_info = 9;

  // for mace it is mem_id, for micro, it is mem_offset
  repeated int32 mem_id = 10;

  // for hexagon mace-nnlib
  optional uint32 node_id = 100;
  optional uint32 op_id = 101;
  optional uint32 padding = 102;
  repeated NodeInput node_input = 103;
  repeated int32 out_max_byte_size = 104;  // only support 32-bit len
}

message InputOutputInfo {
  optional string name = 1;
  optional int32 node_id = 2;
  repeated int32 dims = 3;
  optional int32 max_byte_size = 4;  // only support 32-bit len
  optional DataType data_type = 5 [default = DT_FLOAT];
  optional int32 data_format = 6 [default = 1];  // NHWC
  optional float scale = 7;
  optional int32 zero_point = 8;
}

message NetDef {
  repeated OperatorDef op = 1;
  repeated Argument arg = 2;
  repeated ConstTensor tensors = 3;
  optional DataType data_type = 4 [default = DT_FLOAT];

  repeated InputOutputInfo input_info = 100;
  repeated InputOutputInfo output_info = 101;
}
