Package org.platanios.tensorflow.proto
Interface DebugTensorWatchOrBuilder
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- All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder
,com.google.protobuf.MessageOrBuilder
- All Known Implementing Classes:
DebugTensorWatch
,DebugTensorWatch.Builder
public interface DebugTensorWatchOrBuilder extends com.google.protobuf.MessageOrBuilder
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Method Summary
All Methods Instance Methods Abstract Methods Modifier and Type Method Description java.lang.String
getDebugOps(int index)
Name(s) of the debugging op(s).com.google.protobuf.ByteString
getDebugOpsBytes(int index)
Name(s) of the debugging op(s).int
getDebugOpsCount()
Name(s) of the debugging op(s).java.util.List<java.lang.String>
getDebugOpsList()
Name(s) of the debugging op(s).java.lang.String
getDebugUrls(int index)
URL(s) for debug targets(s).com.google.protobuf.ByteString
getDebugUrlsBytes(int index)
URL(s) for debug targets(s).int
getDebugUrlsCount()
URL(s) for debug targets(s).java.util.List<java.lang.String>
getDebugUrlsList()
URL(s) for debug targets(s).java.lang.String
getNodeName()
Name of the node to watch.com.google.protobuf.ByteString
getNodeNameBytes()
Name of the node to watch.int
getOutputSlot()
Output slot to watch.boolean
getTolerateDebugOpCreationFailures()
Do not error out if debug op creation fails (e.g., due to dtype incompatibility).-
Methods inherited from interface com.google.protobuf.MessageOrBuilder
findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof
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Method Detail
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getNodeName
java.lang.String getNodeName()
Name of the node to watch. Use "*" for wildcard. But note: currently, regex is not supported in general.
string node_name = 1;
- Returns:
- The nodeName.
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getNodeNameBytes
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;
- Returns:
- The bytes for nodeName.
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getOutputSlot
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;
- Returns:
- The outputSlot.
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getDebugOpsList
java.util.List<java.lang.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;
- Returns:
- A list containing the debugOps.
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getDebugOpsCount
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;
- Returns:
- The count of debugOps.
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getDebugOps
java.lang.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;
- Parameters:
index
- The index of the element to return.- Returns:
- The debugOps at the given index.
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getDebugOpsBytes
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;
- Parameters:
index
- The index of the value to return.- Returns:
- The bytes of the debugOps at the given index.
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getDebugUrlsList
java.util.List<java.lang.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;
- Returns:
- A list containing the debugUrls.
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getDebugUrlsCount
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;
- Returns:
- The count of debugUrls.
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getDebugUrls
java.lang.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;
- Parameters:
index
- The index of the element to return.- Returns:
- The debugUrls at the given index.
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getDebugUrlsBytes
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;
- Parameters:
index
- The index of the value to return.- Returns:
- The bytes of the debugUrls at the given index.
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getTolerateDebugOpCreationFailures
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;
- Returns:
- The tolerateDebugOpCreationFailures.
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