Struct tensorflow_proto::tensorflow::DebugTensorWatch

pub struct DebugTensorWatch {
    pub node_name: String,
    pub output_slot: i32,
    pub debug_ops: Vec<String>,
    pub debug_urls: Vec<String>,
    pub tolerate_debug_op_creation_failures: bool,
}

Option for watching a node in TensorFlow Debugger (tfdbg).

Fields

node_name: String

Name of the node to watch. Use "*" for wildcard. But note: currently, regex is not supported in general.

output_slot: i32

Output slot to watch. The semantics of output_slot == -1 is that all outputs of the node will be watched (i.e., a wildcard). Other negative values of output_slot are invalid and will lead to errors currently.

debug_ops: Vec<String>

Name(s) of the debugging op(s). One or more than one probes on a tensor. e.g., {"DebugIdentity", "DebugNanCount"}

debug_urls: Vec<String>

URL(s) for debug targets(s).

Supported URL formats are:

• file:///foo/tfdbg_dump: Writes out Event content to file /foo/tfdbg_dump. Assumes all directories can be created if they don't already exist.
• grpc://localhost:11011: Sends an RPC request to an EventListener service running at localhost:11011 with the event.
• memcbk:///event_key: Routes tensors to clients using the callback registered with the DebugCallbackRegistry for event_key.

Each debug op listed in debug_ops will publish its output tensor (debug signal) to all URLs in debug_urls.

N.B. Session::Run() supports concurrent invocations of the same inputs (feed keys), outputs and target nodes. If such concurrent invocations are to be debugged, the callers of Session::Run() must use distinct debug_urls to make sure that the streamed or dumped events do not overlap among the invocations. TODO(cais): More visible documentation of this in g3docs.

tolerate_debug_op_creation_failures: bool

Do not error out if debug op creation fails (e.g., due to dtype incompatibility). Instead, just log the failure.

Trait Implementations

impl Clone for DebugTensorWatch

fn clone(&self) -> DebugTensorWatch

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for DebugTensorWatch

fn fmt(&self, f: &mut Formatter) -> Result

Formats the value using the given formatter.

impl Default for DebugTensorWatch

fn default() -> DebugTensorWatch

Returns the "default value" for a type.

impl Message for DebugTensorWatch

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

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

fn encoded_len(&self) -> usize

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

fn clear(&mut self)

Clears the message, resetting all fields to their default.

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

Encodes the message to a buffer.

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

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

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

Decodes an instance of the message from a buffer.

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

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

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.

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<DebugTensorWatch> for DebugTensorWatch

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

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

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

This method tests for !=.

impl StructuralPartialEq for DebugTensorWatch