Struct tensorflow_proto::tensorflow::boosted_trees::TreeMetadata

pub struct TreeMetadata {
    pub num_layers_grown: i32,
    pub is_finalized: bool,
    pub post_pruned_nodes_meta: Vec<PostPruneNodeUpdate>,
}

Fields

num_layers_grown: i32

Number of layers grown for this tree.

is_finalized: bool

Whether the tree is finalized in that no more layers can be grown.

post_pruned_nodes_meta: Vec<PostPruneNodeUpdate>

If tree was finalized and post pruning happened, it is possible that cache still refers to some nodes that were deleted or that the node ids changed (e.g. node id 5 became node id 2 due to pruning of the other branch). The mapping below allows us to understand where the old ids now map to and how the values should be adjusted due to post-pruning. The size of the list should be equal to the number of nodes in the tree before post-pruning happened. If the node was pruned, it will have new_node_id equal to the id of a node that this node was collapsed into. For a node that didn't get pruned, it is possible that its id still changed, so new_node_id will have the corresponding id in the pruned tree. If post-pruning didn't happen, or it did and it had no effect (e.g. no nodes got pruned), this list will be empty.

Trait Implementations

impl Clone for TreeMetadata

pub fn clone(&self) -> TreeMetadata

Returns a copy of the value.

pub fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for TreeMetadata

pub fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for TreeMetadata

pub fn default() -> Self

Returns the "default value" for a type.

impl Message for TreeMetadata

pub fn encode_raw<B>(&self, buf: &mut B) where
    B: BufMut, 

pub fn merge_field<B>(
    &mut self,
    tag: u32,
    wire_type: WireType,
    buf: &mut B,
    ctx: DecodeContext
) -> Result<(), DecodeError> where
    B: Buf, 

pub fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

pub fn clear(&mut self)

Clears the message, resetting all fields to their default.

pub fn encode<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
    B: BufMut, 

Encodes the message to a buffer.

pub fn encode_length_delimited<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
    B: BufMut, 

Encodes the message with a length-delimiter to a buffer.

pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes an instance of the message from a buffer.

pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes a length-delimited instance of the message from the buffer.

pub fn merge<B>(&mut self, buf: B) -> Result<(), DecodeError> where
    B: Buf, 

Decodes an instance of the message from a buffer, and merges it into self.

pub fn merge_length_delimited<B>(&mut self, buf: B) -> Result<(), DecodeError> where
    B: Buf, 

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq<TreeMetadata> for TreeMetadata

pub fn eq(&self, other: &TreeMetadata) -> bool

This method tests for self and other values to be equal, and is used by ==.

pub fn ne(&self, other: &TreeMetadata) -> bool

This method tests for !=.

impl StructuralPartialEq for TreeMetadata