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syntax = "proto2";
package circlechef;
//
// Initial version
// - Our initial version
//
// Version 1
// - Backward compatible with Initial version
// - Added Graph to represent sub graphs
// - Added name, version(default as 1), graph in ModelRecipe
//
// This enum value corresponds to TensorType in TensorFlow Lite schema
enum TensorType {
FLOAT32 = 0;
INT32 = 2;
UINT8 = 3;
INT64 = 4;
BOOL = 6;
}
message TensorShape {
repeated uint32 dim = 3;
}
message TensorFiller {
optional string tag = 1;
repeated string arg = 2;
}
message TensorQuantization {
repeated float min = 1;
repeated float max = 2;
repeated float scale = 3;
repeated int64 zero_point = 4;
}
message Operand {
optional string name = 1;
optional TensorType type = 2;
optional TensorShape shape = 3;
optional TensorFiller filler = 4;
optional TensorQuantization quant = 5;
}
// This enum value corresponds to Padding in TensorFlow Lite schema
enum Padding {
SAME = 0;
VALID = 1;
}
// This enum value corresponds to ActivationFunctionType in TensorFlow Lite schema
enum Activation {
NONE = 0;
RELU = 1;
RELU6 = 3;
}
message BatchMatMulOptions {
optional bool adjoint_lhs = 1 [default = false];
optional bool adjoint_rhs = 2 [default = false];
}
message InstanceNormOptions {
optional float epsilon = 1 [default = 1e-05];
optional Activation activation = 2 [default = NONE];
}
message BCQFullyConnectedOptions {
optional int32 weights_hidden_size = 1 [default = 0];
optional Activation activation = 2 [default = NONE];
}
message BCQGatherOptions {
optional int32 input_hidden_size = 1 [default = 0];
optional int32 axis = 2 [default = 0];
}
message Operation {
optional string type = 1;
repeated string input = 2;
repeated string output = 3;
optional int32 version = 4 [default = 1];
optional BatchMatMulOptions batch_matmul_options = 100;
optional InstanceNormOptions instance_norm_options = 101;
optional BCQFullyConnectedOptions bcq_fully_connected_options = 102;
optional BCQGatherOptions bcq_gather_options = 103;
}
// For additional subgraphs
message Graph {
repeated Operand operand = 1;
repeated Operation operation = 2;
repeated string input = 3;
repeated string output = 4;
optional string name = 5;
}
message ModelRecipe {
repeated Operand operand = 1;
repeated Operation operation = 2;
repeated string input = 3;
repeated string output = 4;
optional string name = 5;
optional uint32 version = 6 [default = 1];
repeated Graph graph = 7;
}
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