DebugTensorWatchOrBuilder

public interface DebugTensorWatchOrBuilder

Known Indirect Subclasses DebugTensorWatch, DebugTensorWatch.Builder DebugTensorWatch Option for watching a node in TensorFlow Debugger (tfdbg).  DebugTensorWatch.Builder Option for watching a node in TensorFlow Debugger (tfdbg).

Public Methods

abstract String	getDebugOps(int index) Name(s) of the debugging op(s).
abstract com.google.protobuf.ByteString	getDebugOpsBytes(int index) Name(s) of the debugging op(s).
abstract int	getDebugOpsCount() Name(s) of the debugging op(s).
abstract List<String>	getDebugOpsList() Name(s) of the debugging op(s).
abstract String	getDebugUrls(int index) URL(s) for debug targets(s).
abstract com.google.protobuf.ByteString	getDebugUrlsBytes(int index) URL(s) for debug targets(s).
abstract int	getDebugUrlsCount() URL(s) for debug targets(s).
abstract List<String>	getDebugUrlsList() URL(s) for debug targets(s).
abstract String	getNodeName() Name of the node to watch.
abstract com.google.protobuf.ByteString	getNodeNameBytes() Name of the node to watch.
abstract int	getOutputSlot() Output slot to watch.
abstract boolean	getTolerateDebugOpCreationFailures() Do not error out if debug op creation fails (e.g., due to dtype incompatibility).

Public Methods

public abstract String getDebugOps (int index)

 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;

public abstract com.google.protobuf.ByteString getDebugOpsBytes (int index)

 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;

public abstract int getDebugOpsCount ()

 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;

public abstract List<String> getDebugOpsList ()

 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;

public abstract String getDebugUrls (int index)

 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.
 

repeated string debug_urls = 4;

public abstract com.google.protobuf.ByteString getDebugUrlsBytes (int index)

 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.
 

repeated string debug_urls = 4;

public abstract int getDebugUrlsCount ()

 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.
 

repeated string debug_urls = 4;

public abstract List<String> getDebugUrlsList ()

 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.
 

repeated string debug_urls = 4;

public abstract String getNodeName ()

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

string node_name = 1;

public abstract com.google.protobuf.ByteString getNodeNameBytes ()

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

string node_name = 1;

public abstract int getOutputSlot ()

 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.
 

int32 output_slot = 2;

public abstract boolean getTolerateDebugOpCreationFailures ()

 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;