Source file tensor_pb.ml
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[@@@ocaml.warning "-27-30-39"]
type tensor_proto_mutable = {
mutable dtype : Types_types.data_type;
mutable tensor_shape : Tensor_shape_types.tensor_shape_proto option;
mutable version_number : int32;
mutable tensor_content : bytes;
mutable half_val : int32 list;
mutable float_val : float list;
mutable double_val : float list;
mutable int_val : int32 list;
mutable string_val : bytes list;
mutable scomplex_val : float list;
mutable int64_val : int64 list;
mutable bool_val : bool list;
mutable dcomplex_val : float list;
mutable resource_handle_val : Resource_handle_types.resource_handle_proto list;
mutable variant_val : Tensor_types.variant_tensor_data_proto list;
mutable uint32_val : int32 list;
mutable uint64_val : int64 list;
}
let default_tensor_proto_mutable () : tensor_proto_mutable = {
dtype = Types_types.default_data_type ();
tensor_shape = None;
version_number = 0l;
tensor_content = Bytes.create 0;
half_val = [];
float_val = [];
double_val = [];
int_val = [];
string_val = [];
scomplex_val = [];
int64_val = [];
bool_val = [];
dcomplex_val = [];
resource_handle_val = [];
variant_val = [];
uint32_val = [];
uint64_val = [];
}
type variant_tensor_data_proto_mutable = {
mutable type_name : string;
mutable metadata : bytes;
mutable tensors : Tensor_types.tensor_proto list;
}
let default_variant_tensor_data_proto_mutable () : variant_tensor_data_proto_mutable = {
type_name = "";
metadata = Bytes.create 0;
tensors = [];
}
let rec decode_tensor_proto d =
let v = default_tensor_proto_mutable () in
let continue__= ref true in
while !continue__ do
match Pbrt.Decoder.key d with
| None -> (
v.uint64_val <- List.rev v.uint64_val;
v.uint32_val <- List.rev v.uint32_val;
v.variant_val <- List.rev v.variant_val;
v.resource_handle_val <- List.rev v.resource_handle_val;
v.dcomplex_val <- List.rev v.dcomplex_val;
v.bool_val <- List.rev v.bool_val;
v.int64_val <- List.rev v.int64_val;
v.scomplex_val <- List.rev v.scomplex_val;
v.string_val <- List.rev v.string_val;
v.int_val <- List.rev v.int_val;
v.double_val <- List.rev v.double_val;
v.float_val <- List.rev v.float_val;
v.half_val <- List.rev v.half_val;
); continue__ := false
| Some (1, Pbrt.Varint) -> begin
v.dtype <- Types_pb.decode_data_type d;
end
| Some (1, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(1)" pk
| Some (2, Pbrt.Bytes) -> begin
v.tensor_shape <- Some (Tensor_shape_pb.decode_tensor_shape_proto (Pbrt.Decoder.nested d));
end
| Some (2, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(2)" pk
| Some (3, Pbrt.Varint) -> begin
v.version_number <- Pbrt.Decoder.int32_as_varint d;
end
| Some (3, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(3)" pk
| Some (4, Pbrt.Bytes) -> begin
v.tensor_content <- Pbrt.Decoder.bytes d;
end
| Some (4, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(4)" pk
| Some (13, Pbrt.Bytes) -> begin
v.half_val <- Pbrt.Decoder.packed_fold (fun l d -> (Pbrt.Decoder.int32_as_varint d)::l) [] d;
end
| Some (13, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(13)" pk
| Some (5, Pbrt.Bytes) -> begin
v.float_val <- Pbrt.Decoder.packed_fold (fun l d -> (Pbrt.Decoder.float_as_bits32 d)::l) [] d;
end
| Some (5, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(5)" pk
| Some (6, Pbrt.Bytes) -> begin
v.double_val <- Pbrt.Decoder.packed_fold (fun l d -> (Pbrt.Decoder.float_as_bits64 d)::l) [] d;
end
| Some (6, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(6)" pk
| Some (7, Pbrt.Bytes) -> begin
v.int_val <- Pbrt.Decoder.packed_fold (fun l d -> (Pbrt.Decoder.int32_as_varint d)::l) [] d;
end
| Some (7, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(7)" pk
| Some (8, Pbrt.Bytes) -> begin
v.string_val <- (Pbrt.Decoder.bytes d) :: v.string_val;
end
| Some (8, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(8)" pk
| Some (9, Pbrt.Bytes) -> begin
v.scomplex_val <- Pbrt.Decoder.packed_fold (fun l d -> (Pbrt.Decoder.float_as_bits32 d)::l) [] d;
end
| Some (9, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(9)" pk
| Some (10, Pbrt.Bytes) -> begin
v.int64_val <- Pbrt.Decoder.packed_fold (fun l d -> (Pbrt.Decoder.int64_as_varint d)::l) [] d;
end
| Some (10, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(10)" pk
| Some (11, Pbrt.Bytes) -> begin
v.bool_val <- Pbrt.Decoder.packed_fold (fun l d -> (Pbrt.Decoder.bool d)::l) [] d;
end
| Some (11, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(11)" pk
| Some (12, Pbrt.Bytes) -> begin
v.dcomplex_val <- Pbrt.Decoder.packed_fold (fun l d -> (Pbrt.Decoder.float_as_bits64 d)::l) [] d;
end
| Some (12, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(12)" pk
| Some (14, Pbrt.Bytes) -> begin
v.resource_handle_val <- (Resource_handle_pb.decode_resource_handle_proto (Pbrt.Decoder.nested d)) :: v.resource_handle_val;
end
| Some (14, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(14)" pk
| Some (15, Pbrt.Bytes) -> begin
v.variant_val <- (decode_variant_tensor_data_proto (Pbrt.Decoder.nested d)) :: v.variant_val;
end
| Some (15, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(15)" pk
| Some (16, Pbrt.Bytes) -> begin
v.uint32_val <- Pbrt.Decoder.packed_fold (fun l d -> (Pbrt.Decoder.int32_as_varint d)::l) [] d;
end
| Some (16, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(16)" pk
| Some (17, Pbrt.Bytes) -> begin
v.uint64_val <- Pbrt.Decoder.packed_fold (fun l d -> (Pbrt.Decoder.int64_as_varint d)::l) [] d;
end
| Some (17, pk) ->
Pbrt.Decoder.unexpected_payload "Message(tensor_proto), field(17)" pk
| Some (_, payload_kind) -> Pbrt.Decoder.skip d payload_kind
done;
({
Tensor_types.dtype = v.dtype;
Tensor_types.tensor_shape = v.tensor_shape;
Tensor_types.version_number = v.version_number;
Tensor_types.tensor_content = v.tensor_content;
Tensor_types.half_val = v.half_val;
Tensor_types.float_val = v.float_val;
Tensor_types.double_val = v.double_val;
Tensor_types.int_val = v.int_val;
Tensor_types.string_val = v.string_val;
Tensor_types.scomplex_val = v.scomplex_val;
Tensor_types.int64_val = v.int64_val;
Tensor_types.bool_val = v.bool_val;
Tensor_types.dcomplex_val = v.dcomplex_val;
Tensor_types.resource_handle_val = v.resource_handle_val;
Tensor_types.variant_val = v.variant_val;
Tensor_types.uint32_val = v.uint32_val;
Tensor_types.uint64_val = v.uint64_val;
} : Tensor_types.tensor_proto)
and decode_variant_tensor_data_proto d =
let v = default_variant_tensor_data_proto_mutable () in
let continue__= ref true in
while !continue__ do
match Pbrt.Decoder.key d with
| None -> (
v.tensors <- List.rev v.tensors;
); continue__ := false
| Some (1, Pbrt.Bytes) -> begin
v.type_name <- Pbrt.Decoder.string d;
end
| Some (1, pk) ->
Pbrt.Decoder.unexpected_payload "Message(variant_tensor_data_proto), field(1)" pk
| Some (2, Pbrt.Bytes) -> begin
v.metadata <- Pbrt.Decoder.bytes d;
end
| Some (2, pk) ->
Pbrt.Decoder.unexpected_payload "Message(variant_tensor_data_proto), field(2)" pk
| Some (3, Pbrt.Bytes) -> begin
v.tensors <- (decode_tensor_proto (Pbrt.Decoder.nested d)) :: v.tensors;
end
| Some (3, pk) ->
Pbrt.Decoder.unexpected_payload "Message(variant_tensor_data_proto), field(3)" pk
| Some (_, payload_kind) -> Pbrt.Decoder.skip d payload_kind
done;
({
Tensor_types.type_name = v.type_name;
Tensor_types.metadata = v.metadata;
Tensor_types.tensors = v.tensors;
} : Tensor_types.variant_tensor_data_proto)
let rec encode_tensor_proto (v:Tensor_types.tensor_proto) encoder =
Pbrt.Encoder.key (1, Pbrt.Varint) encoder;
Types_pb.encode_data_type v.Tensor_types.dtype encoder;
begin match v.Tensor_types.tensor_shape with
| Some x ->
Pbrt.Encoder.key (2, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (Tensor_shape_pb.encode_tensor_shape_proto x) encoder;
| None -> ();
end;
Pbrt.Encoder.key (3, Pbrt.Varint) encoder;
Pbrt.Encoder.int32_as_varint v.Tensor_types.version_number encoder;
Pbrt.Encoder.key (4, Pbrt.Bytes) encoder;
Pbrt.Encoder.bytes v.Tensor_types.tensor_content encoder;
Pbrt.Encoder.key (13, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (fun encoder ->
List.iter (fun x ->
Pbrt.Encoder.int32_as_varint x encoder;
) v.Tensor_types.half_val;
) encoder;
Pbrt.Encoder.key (5, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (fun encoder ->
List.iter (fun x ->
Pbrt.Encoder.float_as_bits32 x encoder;
) v.Tensor_types.float_val;
) encoder;
Pbrt.Encoder.key (6, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (fun encoder ->
List.iter (fun x ->
Pbrt.Encoder.float_as_bits64 x encoder;
) v.Tensor_types.double_val;
) encoder;
Pbrt.Encoder.key (7, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (fun encoder ->
List.iter (fun x ->
Pbrt.Encoder.int32_as_varint x encoder;
) v.Tensor_types.int_val;
) encoder;
List.iter (fun x ->
Pbrt.Encoder.key (8, Pbrt.Bytes) encoder;
Pbrt.Encoder.bytes x encoder;
) v.Tensor_types.string_val;
Pbrt.Encoder.key (9, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (fun encoder ->
List.iter (fun x ->
Pbrt.Encoder.float_as_bits32 x encoder;
) v.Tensor_types.scomplex_val;
) encoder;
Pbrt.Encoder.key (10, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (fun encoder ->
List.iter (fun x ->
Pbrt.Encoder.int64_as_varint x encoder;
) v.Tensor_types.int64_val;
) encoder;
Pbrt.Encoder.key (11, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (fun encoder ->
List.iter (fun x ->
Pbrt.Encoder.bool x encoder;
) v.Tensor_types.bool_val;
) encoder;
Pbrt.Encoder.key (12, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (fun encoder ->
List.iter (fun x ->
Pbrt.Encoder.float_as_bits64 x encoder;
) v.Tensor_types.dcomplex_val;
) encoder;
List.iter (fun x ->
Pbrt.Encoder.key (14, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (Resource_handle_pb.encode_resource_handle_proto x) encoder;
) v.Tensor_types.resource_handle_val;
List.iter (fun x ->
Pbrt.Encoder.key (15, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (encode_variant_tensor_data_proto x) encoder;
) v.Tensor_types.variant_val;
Pbrt.Encoder.key (16, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (fun encoder ->
List.iter (fun x ->
Pbrt.Encoder.int32_as_varint x encoder;
) v.Tensor_types.uint32_val;
) encoder;
Pbrt.Encoder.key (17, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (fun encoder ->
List.iter (fun x ->
Pbrt.Encoder.int64_as_varint x encoder;
) v.Tensor_types.uint64_val;
) encoder;
()
and encode_variant_tensor_data_proto (v:Tensor_types.variant_tensor_data_proto) encoder =
Pbrt.Encoder.key (1, Pbrt.Bytes) encoder;
Pbrt.Encoder.string v.Tensor_types.type_name encoder;
Pbrt.Encoder.key (2, Pbrt.Bytes) encoder;
Pbrt.Encoder.bytes v.Tensor_types.metadata encoder;
List.iter (fun x ->
Pbrt.Encoder.key (3, Pbrt.Bytes) encoder;
Pbrt.Encoder.nested (encode_tensor_proto x) encoder;
) v.Tensor_types.tensors;
()