tensorflow-protobuf 0.0.0

// This file is generated by rust-protobuf 3.2.0. Do not edit
// .proto file is parsed by pure
// @generated

// https://github.com/rust-lang/rust-clippy/issues/702
#![allow(unknown_lints)]
#![allow(clippy::all)]

#![allow(unused_attributes)]
#![cfg_attr(rustfmt, rustfmt::skip)]

#![allow(box_pointers)]
#![allow(dead_code)]
#![allow(missing_docs)]
#![allow(non_camel_case_types)]
#![allow(non_snake_case)]
#![allow(non_upper_case_globals)]
#![allow(trivial_casts)]
#![allow(unused_results)]
#![allow(unused_mut)]

//! Generated file from `tensorflow/core/framework/function.proto`

/// Generated files are compatible only with the same version
/// of protobuf runtime.
const _PROTOBUF_VERSION_CHECK: () = ::protobuf::VERSION_3_2_0;

#[derive(PartialEq,Clone,Default,Debug)]
// @@protoc_insertion_point(message:tensorflow.FunctionDefLibrary)
pub struct FunctionDefLibrary {
    // message fields
    // @@protoc_insertion_point(field:tensorflow.FunctionDefLibrary.function)
    pub function: ::std::vec::Vec<FunctionDef>,
    // @@protoc_insertion_point(field:tensorflow.FunctionDefLibrary.gradient)
    pub gradient: ::std::vec::Vec<GradientDef>,
    // @@protoc_insertion_point(field:tensorflow.FunctionDefLibrary.registered_gradients)
    pub registered_gradients: ::std::vec::Vec<RegisteredGradient>,
    // special fields
    // @@protoc_insertion_point(special_field:tensorflow.FunctionDefLibrary.special_fields)
    pub special_fields: ::protobuf::SpecialFields,
}

impl<'a> ::std::default::Default for &'a FunctionDefLibrary {
    fn default() -> &'a FunctionDefLibrary {
        <FunctionDefLibrary as ::protobuf::Message>::default_instance()
    }
}

impl FunctionDefLibrary {
    pub fn new() -> FunctionDefLibrary {
        ::std::default::Default::default()
    }

    fn generated_message_descriptor_data() -> ::protobuf::reflect::GeneratedMessageDescriptorData {
        let mut fields = ::std::vec::Vec::with_capacity(3);
        let mut oneofs = ::std::vec::Vec::with_capacity(0);
        fields.push(::protobuf::reflect::rt::v2::make_vec_simpler_accessor::<_, _>(
            "function",
            |m: &FunctionDefLibrary| { &m.function },
            |m: &mut FunctionDefLibrary| { &mut m.function },
        ));
        fields.push(::protobuf::reflect::rt::v2::make_vec_simpler_accessor::<_, _>(
            "gradient",
            |m: &FunctionDefLibrary| { &m.gradient },
            |m: &mut FunctionDefLibrary| { &mut m.gradient },
        ));
        fields.push(::protobuf::reflect::rt::v2::make_vec_simpler_accessor::<_, _>(
            "registered_gradients",
            |m: &FunctionDefLibrary| { &m.registered_gradients },
            |m: &mut FunctionDefLibrary| { &mut m.registered_gradients },
        ));
        ::protobuf::reflect::GeneratedMessageDescriptorData::new_2::<FunctionDefLibrary>(
            "FunctionDefLibrary",
            fields,
            oneofs,
        )
    }
}

impl ::protobuf::Message for FunctionDefLibrary {
    const NAME: &'static str = "FunctionDefLibrary";

    fn is_initialized(&self) -> bool {
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::Result<()> {
        while let Some(tag) = is.read_raw_tag_or_eof()? {
            match tag {
                10 => {
                    self.function.push(is.read_message()?);
                },
                18 => {
                    self.gradient.push(is.read_message()?);
                },
                26 => {
                    self.registered_gradients.push(is.read_message()?);
                },
                tag => {
                    ::protobuf::rt::read_unknown_or_skip_group(tag, is, self.special_fields.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u64 {
        let mut my_size = 0;
        for value in &self.function {
            let len = value.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint64_size(len) + len;
        };
        for value in &self.gradient {
            let len = value.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint64_size(len) + len;
        };
        for value in &self.registered_gradients {
            let len = value.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint64_size(len) + len;
        };
        my_size += ::protobuf::rt::unknown_fields_size(self.special_fields.unknown_fields());
        self.special_fields.cached_size().set(my_size as u32);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::Result<()> {
        for v in &self.function {
            ::protobuf::rt::write_message_field_with_cached_size(1, v, os)?;
        };
        for v in &self.gradient {
            ::protobuf::rt::write_message_field_with_cached_size(2, v, os)?;
        };
        for v in &self.registered_gradients {
            ::protobuf::rt::write_message_field_with_cached_size(3, v, os)?;
        };
        os.write_unknown_fields(self.special_fields.unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn special_fields(&self) -> &::protobuf::SpecialFields {
        &self.special_fields
    }

    fn mut_special_fields(&mut self) -> &mut ::protobuf::SpecialFields {
        &mut self.special_fields
    }

    fn new() -> FunctionDefLibrary {
        FunctionDefLibrary::new()
    }

    fn clear(&mut self) {
        self.function.clear();
        self.gradient.clear();
        self.registered_gradients.clear();
        self.special_fields.clear();
    }

    fn default_instance() -> &'static FunctionDefLibrary {
        static instance: FunctionDefLibrary = FunctionDefLibrary {
            function: ::std::vec::Vec::new(),
            gradient: ::std::vec::Vec::new(),
            registered_gradients: ::std::vec::Vec::new(),
            special_fields: ::protobuf::SpecialFields::new(),
        };
        &instance
    }
}

impl ::protobuf::MessageFull for FunctionDefLibrary {
    fn descriptor() -> ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::Lazy::new();
        descriptor.get(|| file_descriptor().message_by_package_relative_name("FunctionDefLibrary").unwrap()).clone()
    }
}

impl ::std::fmt::Display for FunctionDefLibrary {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for FunctionDefLibrary {
    type RuntimeType = ::protobuf::reflect::rt::RuntimeTypeMessage<Self>;
}

#[derive(PartialEq,Clone,Default,Debug)]
// @@protoc_insertion_point(message:tensorflow.FunctionDef)
pub struct FunctionDef {
    // message fields
    // @@protoc_insertion_point(field:tensorflow.FunctionDef.signature)
    pub signature: ::protobuf::MessageField<super::op_def::OpDef>,
    // @@protoc_insertion_point(field:tensorflow.FunctionDef.attr)
    pub attr: ::std::collections::HashMap<::std::string::String, super::attr_value::AttrValue>,
    // @@protoc_insertion_point(field:tensorflow.FunctionDef.arg_attr)
    pub arg_attr: ::std::collections::HashMap<u32, function_def::ArgAttrs>,
    // @@protoc_insertion_point(field:tensorflow.FunctionDef.resource_arg_unique_id)
    pub resource_arg_unique_id: ::std::collections::HashMap<u32, u32>,
    // @@protoc_insertion_point(field:tensorflow.FunctionDef.node_def)
    pub node_def: ::std::vec::Vec<super::node_def::NodeDef>,
    // @@protoc_insertion_point(field:tensorflow.FunctionDef.ret)
    pub ret: ::std::collections::HashMap<::std::string::String, ::std::string::String>,
    // @@protoc_insertion_point(field:tensorflow.FunctionDef.control_ret)
    pub control_ret: ::std::collections::HashMap<::std::string::String, ::std::string::String>,
    // special fields
    // @@protoc_insertion_point(special_field:tensorflow.FunctionDef.special_fields)
    pub special_fields: ::protobuf::SpecialFields,
}

impl<'a> ::std::default::Default for &'a FunctionDef {
    fn default() -> &'a FunctionDef {
        <FunctionDef as ::protobuf::Message>::default_instance()
    }
}

impl FunctionDef {
    pub fn new() -> FunctionDef {
        ::std::default::Default::default()
    }

    fn generated_message_descriptor_data() -> ::protobuf::reflect::GeneratedMessageDescriptorData {
        let mut fields = ::std::vec::Vec::with_capacity(7);
        let mut oneofs = ::std::vec::Vec::with_capacity(0);
        fields.push(::protobuf::reflect::rt::v2::make_message_field_accessor::<_, super::op_def::OpDef>(
            "signature",
            |m: &FunctionDef| { &m.signature },
            |m: &mut FunctionDef| { &mut m.signature },
        ));
        fields.push(::protobuf::reflect::rt::v2::make_map_simpler_accessor::<_, _, _>(
            "attr",
            |m: &FunctionDef| { &m.attr },
            |m: &mut FunctionDef| { &mut m.attr },
        ));
        fields.push(::protobuf::reflect::rt::v2::make_map_simpler_accessor::<_, _, _>(
            "arg_attr",
            |m: &FunctionDef| { &m.arg_attr },
            |m: &mut FunctionDef| { &mut m.arg_attr },
        ));
        fields.push(::protobuf::reflect::rt::v2::make_map_simpler_accessor::<_, _, _>(
            "resource_arg_unique_id",
            |m: &FunctionDef| { &m.resource_arg_unique_id },
            |m: &mut FunctionDef| { &mut m.resource_arg_unique_id },
        ));
        fields.push(::protobuf::reflect::rt::v2::make_vec_simpler_accessor::<_, _>(
            "node_def",
            |m: &FunctionDef| { &m.node_def },
            |m: &mut FunctionDef| { &mut m.node_def },
        ));
        fields.push(::protobuf::reflect::rt::v2::make_map_simpler_accessor::<_, _, _>(
            "ret",
            |m: &FunctionDef| { &m.ret },
            |m: &mut FunctionDef| { &mut m.ret },
        ));
        fields.push(::protobuf::reflect::rt::v2::make_map_simpler_accessor::<_, _, _>(
            "control_ret",
            |m: &FunctionDef| { &m.control_ret },
            |m: &mut FunctionDef| { &mut m.control_ret },
        ));
        ::protobuf::reflect::GeneratedMessageDescriptorData::new_2::<FunctionDef>(
            "FunctionDef",
            fields,
            oneofs,
        )
    }
}

impl ::protobuf::Message for FunctionDef {
    const NAME: &'static str = "FunctionDef";

    fn is_initialized(&self) -> bool {
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::Result<()> {
        while let Some(tag) = is.read_raw_tag_or_eof()? {
            match tag {
                10 => {
                    ::protobuf::rt::read_singular_message_into_field(is, &mut self.signature)?;
                },
                42 => {
                    let len = is.read_raw_varint32()?;
                    let old_limit = is.push_limit(len as u64)?;
                    let mut key = ::std::default::Default::default();
                    let mut value = ::std::default::Default::default();
                    while let Some(tag) = is.read_raw_tag_or_eof()? {
                        match tag {
                            10 => key = is.read_string()?,
                            18 => value = is.read_message()?,
                            _ => ::protobuf::rt::skip_field_for_tag(tag, is)?,
                        };
                    }
                    is.pop_limit(old_limit);
                    self.attr.insert(key, value);
                },
                58 => {
                    let len = is.read_raw_varint32()?;
                    let old_limit = is.push_limit(len as u64)?;
                    let mut key = ::std::default::Default::default();
                    let mut value = ::std::default::Default::default();
                    while let Some(tag) = is.read_raw_tag_or_eof()? {
                        match tag {
                            8 => key = is.read_uint32()?,
                            18 => value = is.read_message()?,
                            _ => ::protobuf::rt::skip_field_for_tag(tag, is)?,
                        };
                    }
                    is.pop_limit(old_limit);
                    self.arg_attr.insert(key, value);
                },
                66 => {
                    let len = is.read_raw_varint32()?;
                    let old_limit = is.push_limit(len as u64)?;
                    let mut key = ::std::default::Default::default();
                    let mut value = ::std::default::Default::default();
                    while let Some(tag) = is.read_raw_tag_or_eof()? {
                        match tag {
                            8 => key = is.read_uint32()?,
                            16 => value = is.read_uint32()?,
                            _ => ::protobuf::rt::skip_field_for_tag(tag, is)?,
                        };
                    }
                    is.pop_limit(old_limit);
                    self.resource_arg_unique_id.insert(key, value);
                },
                26 => {
                    self.node_def.push(is.read_message()?);
                },
                34 => {
                    let len = is.read_raw_varint32()?;
                    let old_limit = is.push_limit(len as u64)?;
                    let mut key = ::std::default::Default::default();
                    let mut value = ::std::default::Default::default();
                    while let Some(tag) = is.read_raw_tag_or_eof()? {
                        match tag {
                            10 => key = is.read_string()?,
                            18 => value = is.read_string()?,
                            _ => ::protobuf::rt::skip_field_for_tag(tag, is)?,
                        };
                    }
                    is.pop_limit(old_limit);
                    self.ret.insert(key, value);
                },
                50 => {
                    let len = is.read_raw_varint32()?;
                    let old_limit = is.push_limit(len as u64)?;
                    let mut key = ::std::default::Default::default();
                    let mut value = ::std::default::Default::default();
                    while let Some(tag) = is.read_raw_tag_or_eof()? {
                        match tag {
                            10 => key = is.read_string()?,
                            18 => value = is.read_string()?,
                            _ => ::protobuf::rt::skip_field_for_tag(tag, is)?,
                        };
                    }
                    is.pop_limit(old_limit);
                    self.control_ret.insert(key, value);
                },
                tag => {
                    ::protobuf::rt::read_unknown_or_skip_group(tag, is, self.special_fields.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u64 {
        let mut my_size = 0;
        if let Some(v) = self.signature.as_ref() {
            let len = v.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint64_size(len) + len;
        }
        for (k, v) in &self.attr {
            let mut entry_size = 0;
            entry_size += ::protobuf::rt::string_size(1, &k);
            let len = v.compute_size();
            entry_size += 1 + ::protobuf::rt::compute_raw_varint64_size(len) + len;
            my_size += 1 + ::protobuf::rt::compute_raw_varint64_size(entry_size) + entry_size
        };
        for (k, v) in &self.arg_attr {
            let mut entry_size = 0;
            entry_size += ::protobuf::rt::uint32_size(1, *k);
            let len = v.compute_size();
            entry_size += 1 + ::protobuf::rt::compute_raw_varint64_size(len) + len;
            my_size += 1 + ::protobuf::rt::compute_raw_varint64_size(entry_size) + entry_size
        };
        for (k, v) in &self.resource_arg_unique_id {
            let mut entry_size = 0;
            entry_size += ::protobuf::rt::uint32_size(1, *k);
            entry_size += ::protobuf::rt::uint32_size(2, *v);
            my_size += 1 + ::protobuf::rt::compute_raw_varint64_size(entry_size) + entry_size
        };
        for value in &self.node_def {
            let len = value.compute_size();
            my_size += 1 + ::protobuf::rt::compute_raw_varint64_size(len) + len;
        };
        for (k, v) in &self.ret {
            let mut entry_size = 0;
            entry_size += ::protobuf::rt::string_size(1, &k);
            entry_size += ::protobuf::rt::string_size(2, &v);
            my_size += 1 + ::protobuf::rt::compute_raw_varint64_size(entry_size) + entry_size
        };
        for (k, v) in &self.control_ret {
            let mut entry_size = 0;
            entry_size += ::protobuf::rt::string_size(1, &k);
            entry_size += ::protobuf::rt::string_size(2, &v);
            my_size += 1 + ::protobuf::rt::compute_raw_varint64_size(entry_size) + entry_size
        };
        my_size += ::protobuf::rt::unknown_fields_size(self.special_fields.unknown_fields());
        self.special_fields.cached_size().set(my_size as u32);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::Result<()> {
        if let Some(v) = self.signature.as_ref() {
            ::protobuf::rt::write_message_field_with_cached_size(1, v, os)?;
        }
        for (k, v) in &self.attr {
            let mut entry_size = 0;
            entry_size += ::protobuf::rt::string_size(1, &k);
            let len = v.cached_size() as u64;
            entry_size += 1 + ::protobuf::rt::compute_raw_varint64_size(len) + len;
            os.write_raw_varint32(42)?; // Tag.
            os.write_raw_varint32(entry_size as u32)?;
            os.write_string(1, &k)?;
            ::protobuf::rt::write_message_field_with_cached_size(2, v, os)?;
        };
        for (k, v) in &self.arg_attr {
            let mut entry_size = 0;
            entry_size += ::protobuf::rt::uint32_size(1, *k);
            let len = v.cached_size() as u64;
            entry_size += 1 + ::protobuf::rt::compute_raw_varint64_size(len) + len;
            os.write_raw_varint32(58)?; // Tag.
            os.write_raw_varint32(entry_size as u32)?;
            os.write_uint32(1, *k)?;
            ::protobuf::rt::write_message_field_with_cached_size(2, v, os)?;
        };
        for (k, v) in &self.resource_arg_unique_id {
            let mut entry_size = 0;
            entry_size += ::protobuf::rt::uint32_size(1, *k);
            entry_size += ::protobuf::rt::uint32_size(2, *v);
            os.write_raw_varint32(66)?; // Tag.
            os.write_raw_varint32(entry_size as u32)?;
            os.write_uint32(1, *k)?;
            os.write_uint32(2, *v)?;
        };
        for v in &self.node_def {
            ::protobuf::rt::write_message_field_with_cached_size(3, v, os)?;
        };
        for (k, v) in &self.ret {
            let mut entry_size = 0;
            entry_size += ::protobuf::rt::string_size(1, &k);
            entry_size += ::protobuf::rt::string_size(2, &v);
            os.write_raw_varint32(34)?; // Tag.
            os.write_raw_varint32(entry_size as u32)?;
            os.write_string(1, &k)?;
            os.write_string(2, &v)?;
        };
        for (k, v) in &self.control_ret {
            let mut entry_size = 0;
            entry_size += ::protobuf::rt::string_size(1, &k);
            entry_size += ::protobuf::rt::string_size(2, &v);
            os.write_raw_varint32(50)?; // Tag.
            os.write_raw_varint32(entry_size as u32)?;
            os.write_string(1, &k)?;
            os.write_string(2, &v)?;
        };
        os.write_unknown_fields(self.special_fields.unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn special_fields(&self) -> &::protobuf::SpecialFields {
        &self.special_fields
    }

    fn mut_special_fields(&mut self) -> &mut ::protobuf::SpecialFields {
        &mut self.special_fields
    }

    fn new() -> FunctionDef {
        FunctionDef::new()
    }

    fn clear(&mut self) {
        self.signature.clear();
        self.attr.clear();
        self.arg_attr.clear();
        self.resource_arg_unique_id.clear();
        self.node_def.clear();
        self.ret.clear();
        self.control_ret.clear();
        self.special_fields.clear();
    }

    fn default_instance() -> &'static FunctionDef {
        static instance: ::protobuf::rt::Lazy<FunctionDef> = ::protobuf::rt::Lazy::new();
        instance.get(FunctionDef::new)
    }
}

impl ::protobuf::MessageFull for FunctionDef {
    fn descriptor() -> ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::Lazy::new();
        descriptor.get(|| file_descriptor().message_by_package_relative_name("FunctionDef").unwrap()).clone()
    }
}

impl ::std::fmt::Display for FunctionDef {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for FunctionDef {
    type RuntimeType = ::protobuf::reflect::rt::RuntimeTypeMessage<Self>;
}

/// Nested message and enums of message `FunctionDef`
pub mod function_def {
    #[derive(PartialEq,Clone,Default,Debug)]
    // @@protoc_insertion_point(message:tensorflow.FunctionDef.ArgAttrs)
    pub struct ArgAttrs {
        // message fields
        // @@protoc_insertion_point(field:tensorflow.FunctionDef.ArgAttrs.attr)
        pub attr: ::std::collections::HashMap<::std::string::String, super::super::attr_value::AttrValue>,
        // special fields
        // @@protoc_insertion_point(special_field:tensorflow.FunctionDef.ArgAttrs.special_fields)
        pub special_fields: ::protobuf::SpecialFields,
    }

    impl<'a> ::std::default::Default for &'a ArgAttrs {
        fn default() -> &'a ArgAttrs {
            <ArgAttrs as ::protobuf::Message>::default_instance()
        }
    }

    impl ArgAttrs {
        pub fn new() -> ArgAttrs {
            ::std::default::Default::default()
        }

        pub(in super) fn generated_message_descriptor_data() -> ::protobuf::reflect::GeneratedMessageDescriptorData {
            let mut fields = ::std::vec::Vec::with_capacity(1);
            let mut oneofs = ::std::vec::Vec::with_capacity(0);
            fields.push(::protobuf::reflect::rt::v2::make_map_simpler_accessor::<_, _, _>(
                "attr",
                |m: &ArgAttrs| { &m.attr },
                |m: &mut ArgAttrs| { &mut m.attr },
            ));
            ::protobuf::reflect::GeneratedMessageDescriptorData::new_2::<ArgAttrs>(
                "FunctionDef.ArgAttrs",
                fields,
                oneofs,
            )
        }
    }

    impl ::protobuf::Message for ArgAttrs {
        const NAME: &'static str = "ArgAttrs";

        fn is_initialized(&self) -> bool {
            true
        }

        fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::Result<()> {
            while let Some(tag) = is.read_raw_tag_or_eof()? {
                match tag {
                    10 => {
                        let len = is.read_raw_varint32()?;
                        let old_limit = is.push_limit(len as u64)?;
                        let mut key = ::std::default::Default::default();
                        let mut value = ::std::default::Default::default();
                        while let Some(tag) = is.read_raw_tag_or_eof()? {
                            match tag {
                                10 => key = is.read_string()?,
                                18 => value = is.read_message()?,
                                _ => ::protobuf::rt::skip_field_for_tag(tag, is)?,
                            };
                        }
                        is.pop_limit(old_limit);
                        self.attr.insert(key, value);
                    },
                    tag => {
                        ::protobuf::rt::read_unknown_or_skip_group(tag, is, self.special_fields.mut_unknown_fields())?;
                    },
                };
            }
            ::std::result::Result::Ok(())
        }

        // Compute sizes of nested messages
        #[allow(unused_variables)]
        fn compute_size(&self) -> u64 {
            let mut my_size = 0;
            for (k, v) in &self.attr {
                let mut entry_size = 0;
                entry_size += ::protobuf::rt::string_size(1, &k);
                let len = v.compute_size();
                entry_size += 1 + ::protobuf::rt::compute_raw_varint64_size(len) + len;
                my_size += 1 + ::protobuf::rt::compute_raw_varint64_size(entry_size) + entry_size
            };
            my_size += ::protobuf::rt::unknown_fields_size(self.special_fields.unknown_fields());
            self.special_fields.cached_size().set(my_size as u32);
            my_size
        }

        fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::Result<()> {
            for (k, v) in &self.attr {
                let mut entry_size = 0;
                entry_size += ::protobuf::rt::string_size(1, &k);
                let len = v.cached_size() as u64;
                entry_size += 1 + ::protobuf::rt::compute_raw_varint64_size(len) + len;
                os.write_raw_varint32(10)?; // Tag.
                os.write_raw_varint32(entry_size as u32)?;
                os.write_string(1, &k)?;
                ::protobuf::rt::write_message_field_with_cached_size(2, v, os)?;
            };
            os.write_unknown_fields(self.special_fields.unknown_fields())?;
            ::std::result::Result::Ok(())
        }

        fn special_fields(&self) -> &::protobuf::SpecialFields {
            &self.special_fields
        }

        fn mut_special_fields(&mut self) -> &mut ::protobuf::SpecialFields {
            &mut self.special_fields
        }

        fn new() -> ArgAttrs {
            ArgAttrs::new()
        }

        fn clear(&mut self) {
            self.attr.clear();
            self.special_fields.clear();
        }

        fn default_instance() -> &'static ArgAttrs {
            static instance: ::protobuf::rt::Lazy<ArgAttrs> = ::protobuf::rt::Lazy::new();
            instance.get(ArgAttrs::new)
        }
    }

    impl ::protobuf::MessageFull for ArgAttrs {
        fn descriptor() -> ::protobuf::reflect::MessageDescriptor {
            static descriptor: ::protobuf::rt::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::Lazy::new();
            descriptor.get(|| super::file_descriptor().message_by_package_relative_name("FunctionDef.ArgAttrs").unwrap()).clone()
        }
    }

    impl ::std::fmt::Display for ArgAttrs {
        fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
            ::protobuf::text_format::fmt(self, f)
        }
    }

    impl ::protobuf::reflect::ProtobufValue for ArgAttrs {
        type RuntimeType = ::protobuf::reflect::rt::RuntimeTypeMessage<Self>;
    }
}

#[derive(PartialEq,Clone,Default,Debug)]
// @@protoc_insertion_point(message:tensorflow.GradientDef)
pub struct GradientDef {
    // message fields
    // @@protoc_insertion_point(field:tensorflow.GradientDef.function_name)
    pub function_name: ::std::string::String,
    // @@protoc_insertion_point(field:tensorflow.GradientDef.gradient_func)
    pub gradient_func: ::std::string::String,
    // special fields
    // @@protoc_insertion_point(special_field:tensorflow.GradientDef.special_fields)
    pub special_fields: ::protobuf::SpecialFields,
}

impl<'a> ::std::default::Default for &'a GradientDef {
    fn default() -> &'a GradientDef {
        <GradientDef as ::protobuf::Message>::default_instance()
    }
}

impl GradientDef {
    pub fn new() -> GradientDef {
        ::std::default::Default::default()
    }

    fn generated_message_descriptor_data() -> ::protobuf::reflect::GeneratedMessageDescriptorData {
        let mut fields = ::std::vec::Vec::with_capacity(2);
        let mut oneofs = ::std::vec::Vec::with_capacity(0);
        fields.push(::protobuf::reflect::rt::v2::make_simpler_field_accessor::<_, _>(
            "function_name",
            |m: &GradientDef| { &m.function_name },
            |m: &mut GradientDef| { &mut m.function_name },
        ));
        fields.push(::protobuf::reflect::rt::v2::make_simpler_field_accessor::<_, _>(
            "gradient_func",
            |m: &GradientDef| { &m.gradient_func },
            |m: &mut GradientDef| { &mut m.gradient_func },
        ));
        ::protobuf::reflect::GeneratedMessageDescriptorData::new_2::<GradientDef>(
            "GradientDef",
            fields,
            oneofs,
        )
    }
}

impl ::protobuf::Message for GradientDef {
    const NAME: &'static str = "GradientDef";

    fn is_initialized(&self) -> bool {
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::Result<()> {
        while let Some(tag) = is.read_raw_tag_or_eof()? {
            match tag {
                10 => {
                    self.function_name = is.read_string()?;
                },
                18 => {
                    self.gradient_func = is.read_string()?;
                },
                tag => {
                    ::protobuf::rt::read_unknown_or_skip_group(tag, is, self.special_fields.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u64 {
        let mut my_size = 0;
        if !self.function_name.is_empty() {
            my_size += ::protobuf::rt::string_size(1, &self.function_name);
        }
        if !self.gradient_func.is_empty() {
            my_size += ::protobuf::rt::string_size(2, &self.gradient_func);
        }
        my_size += ::protobuf::rt::unknown_fields_size(self.special_fields.unknown_fields());
        self.special_fields.cached_size().set(my_size as u32);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::Result<()> {
        if !self.function_name.is_empty() {
            os.write_string(1, &self.function_name)?;
        }
        if !self.gradient_func.is_empty() {
            os.write_string(2, &self.gradient_func)?;
        }
        os.write_unknown_fields(self.special_fields.unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn special_fields(&self) -> &::protobuf::SpecialFields {
        &self.special_fields
    }

    fn mut_special_fields(&mut self) -> &mut ::protobuf::SpecialFields {
        &mut self.special_fields
    }

    fn new() -> GradientDef {
        GradientDef::new()
    }

    fn clear(&mut self) {
        self.function_name.clear();
        self.gradient_func.clear();
        self.special_fields.clear();
    }

    fn default_instance() -> &'static GradientDef {
        static instance: GradientDef = GradientDef {
            function_name: ::std::string::String::new(),
            gradient_func: ::std::string::String::new(),
            special_fields: ::protobuf::SpecialFields::new(),
        };
        &instance
    }
}

impl ::protobuf::MessageFull for GradientDef {
    fn descriptor() -> ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::Lazy::new();
        descriptor.get(|| file_descriptor().message_by_package_relative_name("GradientDef").unwrap()).clone()
    }
}

impl ::std::fmt::Display for GradientDef {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for GradientDef {
    type RuntimeType = ::protobuf::reflect::rt::RuntimeTypeMessage<Self>;
}

#[derive(PartialEq,Clone,Default,Debug)]
// @@protoc_insertion_point(message:tensorflow.RegisteredGradient)
pub struct RegisteredGradient {
    // message fields
    // @@protoc_insertion_point(field:tensorflow.RegisteredGradient.gradient_func)
    pub gradient_func: ::std::string::String,
    // @@protoc_insertion_point(field:tensorflow.RegisteredGradient.registered_op_type)
    pub registered_op_type: ::std::string::String,
    // special fields
    // @@protoc_insertion_point(special_field:tensorflow.RegisteredGradient.special_fields)
    pub special_fields: ::protobuf::SpecialFields,
}

impl<'a> ::std::default::Default for &'a RegisteredGradient {
    fn default() -> &'a RegisteredGradient {
        <RegisteredGradient as ::protobuf::Message>::default_instance()
    }
}

impl RegisteredGradient {
    pub fn new() -> RegisteredGradient {
        ::std::default::Default::default()
    }

    fn generated_message_descriptor_data() -> ::protobuf::reflect::GeneratedMessageDescriptorData {
        let mut fields = ::std::vec::Vec::with_capacity(2);
        let mut oneofs = ::std::vec::Vec::with_capacity(0);
        fields.push(::protobuf::reflect::rt::v2::make_simpler_field_accessor::<_, _>(
            "gradient_func",
            |m: &RegisteredGradient| { &m.gradient_func },
            |m: &mut RegisteredGradient| { &mut m.gradient_func },
        ));
        fields.push(::protobuf::reflect::rt::v2::make_simpler_field_accessor::<_, _>(
            "registered_op_type",
            |m: &RegisteredGradient| { &m.registered_op_type },
            |m: &mut RegisteredGradient| { &mut m.registered_op_type },
        ));
        ::protobuf::reflect::GeneratedMessageDescriptorData::new_2::<RegisteredGradient>(
            "RegisteredGradient",
            fields,
            oneofs,
        )
    }
}

impl ::protobuf::Message for RegisteredGradient {
    const NAME: &'static str = "RegisteredGradient";

    fn is_initialized(&self) -> bool {
        true
    }

    fn merge_from(&mut self, is: &mut ::protobuf::CodedInputStream<'_>) -> ::protobuf::Result<()> {
        while let Some(tag) = is.read_raw_tag_or_eof()? {
            match tag {
                10 => {
                    self.gradient_func = is.read_string()?;
                },
                18 => {
                    self.registered_op_type = is.read_string()?;
                },
                tag => {
                    ::protobuf::rt::read_unknown_or_skip_group(tag, is, self.special_fields.mut_unknown_fields())?;
                },
            };
        }
        ::std::result::Result::Ok(())
    }

    // Compute sizes of nested messages
    #[allow(unused_variables)]
    fn compute_size(&self) -> u64 {
        let mut my_size = 0;
        if !self.gradient_func.is_empty() {
            my_size += ::protobuf::rt::string_size(1, &self.gradient_func);
        }
        if !self.registered_op_type.is_empty() {
            my_size += ::protobuf::rt::string_size(2, &self.registered_op_type);
        }
        my_size += ::protobuf::rt::unknown_fields_size(self.special_fields.unknown_fields());
        self.special_fields.cached_size().set(my_size as u32);
        my_size
    }

    fn write_to_with_cached_sizes(&self, os: &mut ::protobuf::CodedOutputStream<'_>) -> ::protobuf::Result<()> {
        if !self.gradient_func.is_empty() {
            os.write_string(1, &self.gradient_func)?;
        }
        if !self.registered_op_type.is_empty() {
            os.write_string(2, &self.registered_op_type)?;
        }
        os.write_unknown_fields(self.special_fields.unknown_fields())?;
        ::std::result::Result::Ok(())
    }

    fn special_fields(&self) -> &::protobuf::SpecialFields {
        &self.special_fields
    }

    fn mut_special_fields(&mut self) -> &mut ::protobuf::SpecialFields {
        &mut self.special_fields
    }

    fn new() -> RegisteredGradient {
        RegisteredGradient::new()
    }

    fn clear(&mut self) {
        self.gradient_func.clear();
        self.registered_op_type.clear();
        self.special_fields.clear();
    }

    fn default_instance() -> &'static RegisteredGradient {
        static instance: RegisteredGradient = RegisteredGradient {
            gradient_func: ::std::string::String::new(),
            registered_op_type: ::std::string::String::new(),
            special_fields: ::protobuf::SpecialFields::new(),
        };
        &instance
    }
}

impl ::protobuf::MessageFull for RegisteredGradient {
    fn descriptor() -> ::protobuf::reflect::MessageDescriptor {
        static descriptor: ::protobuf::rt::Lazy<::protobuf::reflect::MessageDescriptor> = ::protobuf::rt::Lazy::new();
        descriptor.get(|| file_descriptor().message_by_package_relative_name("RegisteredGradient").unwrap()).clone()
    }
}

impl ::std::fmt::Display for RegisteredGradient {
    fn fmt(&self, f: &mut ::std::fmt::Formatter<'_>) -> ::std::fmt::Result {
        ::protobuf::text_format::fmt(self, f)
    }
}

impl ::protobuf::reflect::ProtobufValue for RegisteredGradient {
    type RuntimeType = ::protobuf::reflect::rt::RuntimeTypeMessage<Self>;
}

static file_descriptor_proto_data: &'static [u8] = b"\
    \n(tensorflow/core/framework/function.proto\x12\ntensorflow\x1a*tensorfl\
    ow/core/framework/attr_value.proto\x1a(tensorflow/core/framework/node_de\
    f.proto\x1a&tensorflow/core/framework/op_def.proto\"\xd1\x01\n\x12Functi\
    onDefLibrary\x123\n\x08function\x18\x01\x20\x03(\x0b2\x17.tensorflow.Fun\
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    \"\xdb\x07\n\x0bFunctionDef\x12/\n\tsignature\x18\x01\x20\x01(\x0b2\x11.\
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    RetEntry\x12\x10\n\x03key\x18\x01\x20\x01(\tR\x03key\x12\x14\n\x05value\
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    \n\rgradient_func\x18\x02\x20\x01(\tR\x0cgradientFunc\"g\n\x12Registered\
    Gradient\x12#\n\rgradient_func\x18\x01\x20\x01(\tR\x0cgradientFunc\x12,\
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    \x01\n\x18org.tensorflow.frameworkB\x0eFunctionProtosP\x01ZOgithub.com/t\
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    \x01\x01b\x06proto3\
";

/// `FileDescriptorProto` object which was a source for this generated file
fn file_descriptor_proto() -> &'static ::protobuf::descriptor::FileDescriptorProto {
    static file_descriptor_proto_lazy: ::protobuf::rt::Lazy<::protobuf::descriptor::FileDescriptorProto> = ::protobuf::rt::Lazy::new();
    file_descriptor_proto_lazy.get(|| {
        ::protobuf::Message::parse_from_bytes(file_descriptor_proto_data).unwrap()
    })
}

/// `FileDescriptor` object which allows dynamic access to files
pub fn file_descriptor() -> &'static ::protobuf::reflect::FileDescriptor {
    static generated_file_descriptor_lazy: ::protobuf::rt::Lazy<::protobuf::reflect::GeneratedFileDescriptor> = ::protobuf::rt::Lazy::new();
    static file_descriptor: ::protobuf::rt::Lazy<::protobuf::reflect::FileDescriptor> = ::protobuf::rt::Lazy::new();
    file_descriptor.get(|| {
        let generated_file_descriptor = generated_file_descriptor_lazy.get(|| {
            let mut deps = ::std::vec::Vec::with_capacity(3);
            deps.push(super::attr_value::file_descriptor().clone());
            deps.push(super::node_def::file_descriptor().clone());
            deps.push(super::op_def::file_descriptor().clone());
            let mut messages = ::std::vec::Vec::with_capacity(5);
            messages.push(FunctionDefLibrary::generated_message_descriptor_data());
            messages.push(FunctionDef::generated_message_descriptor_data());
            messages.push(GradientDef::generated_message_descriptor_data());
            messages.push(RegisteredGradient::generated_message_descriptor_data());
            messages.push(function_def::ArgAttrs::generated_message_descriptor_data());
            let mut enums = ::std::vec::Vec::with_capacity(0);
            ::protobuf::reflect::GeneratedFileDescriptor::new_generated(
                file_descriptor_proto(),
                deps,
                messages,
                enums,
            )
        });
        ::protobuf::reflect::FileDescriptor::new_generated_2(generated_file_descriptor)
    })
}