tensorflow/core/protobuf/debug.proto

syntax = "proto3";

package tensorflow;
option cc_enable_arenas = true;
option java_outer_classname = "DebugProtos";
option java_multiple_files = true;
option java_package = "org.tensorflow.framework";

// EXPERIMENTAL. Option for watching a node.
message DebugTensorWatch {
  // Name of the node to watch.
  string node_name = 1;

  // Output slot to watch.
  // The semantics of output_slot == -1 is that the node is only watched for
  // completion, but not for any output tensors. See NodeCompletionCallback
  // in debug_gateway.h.
  // TODO(cais): Implement this semantics.
  int32 output_slot = 2;

  // Name(s) of the debugging op(s).
  // One or more than one probes on a tensor.
  // e.g., {"DebugIdentity", "DebugNanCount"}
  repeated string debug_ops = 3;

  // URL(s) for debug targets(s).
  //   E.g., "file:///foo/tfdbg_dump", "grpc://localhost:11011"
  // 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.
  repeated string debug_urls = 4;

  // Do not error out if debug op creation fails (e.g., due to dtype
  // incompatibility). Instead, just log the failure.
  bool tolerate_debug_op_creation_failures = 5;
}

// EXPERIMENTAL. Options for initializing DebuggerState.
message DebugOptions {
  // Debugging options
  repeated DebugTensorWatch debug_tensor_watch_opts = 4;

  // Caller-specified global step count.
  // Note that this is distinct from the session run count and the executor
  // step count.
  int64 global_step = 10;
}