public static final class
DebugTensorWatch.Builder
Option for watching a node in TensorFlow Debugger (tfdbg).
tensorflow.DebugTensorWatch
Public Methods
DebugTensorWatch.Builder |
addAllDebugOps(Iterable<String> values)
Name(s) of the debugging op(s). |
DebugTensorWatch.Builder |
addAllDebugUrls(Iterable<String> values)
URL(s) for debug targets(s). |
DebugTensorWatch.Builder |
addDebugOps(String value)
Name(s) of the debugging op(s). |
DebugTensorWatch.Builder |
addDebugOpsBytes(com.google.protobuf.ByteString value)
Name(s) of the debugging op(s). |
DebugTensorWatch.Builder |
addDebugUrls(String value)
URL(s) for debug targets(s). |
DebugTensorWatch.Builder |
addDebugUrlsBytes(com.google.protobuf.ByteString value)
URL(s) for debug targets(s). |
DebugTensorWatch.Builder |
addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
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DebugTensorWatch |
build()
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DebugTensorWatch | |
DebugTensorWatch.Builder |
clear()
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DebugTensorWatch.Builder |
clearDebugOps()
Name(s) of the debugging op(s). |
DebugTensorWatch.Builder |
clearDebugUrls()
URL(s) for debug targets(s). |
DebugTensorWatch.Builder |
clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
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DebugTensorWatch.Builder |
clearNodeName()
Name of the node to watch. |
DebugTensorWatch.Builder |
clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
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DebugTensorWatch.Builder |
clearOutputSlot()
Output slot to watch. |
DebugTensorWatch.Builder |
clearTolerateDebugOpCreationFailures()
Do not error out if debug op creation fails (e.g., due to dtype incompatibility). |
DebugTensorWatch.Builder |
clone()
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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). |
com.google.protobuf.ProtocolStringList |
getDebugOpsList()
Name(s) of the debugging op(s). |
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). |
com.google.protobuf.ProtocolStringList |
getDebugUrlsList()
URL(s) for debug targets(s). |
DebugTensorWatch | |
final static com.google.protobuf.Descriptors.Descriptor | |
com.google.protobuf.Descriptors.Descriptor | |
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). |
final boolean | |
DebugTensorWatch.Builder |
mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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DebugTensorWatch.Builder |
mergeFrom(com.google.protobuf.Message other)
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final DebugTensorWatch.Builder |
mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
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DebugTensorWatch.Builder |
setDebugOps(int index, String value)
Name(s) of the debugging op(s). |
DebugTensorWatch.Builder |
setDebugUrls(int index, String value)
URL(s) for debug targets(s). |
DebugTensorWatch.Builder |
setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
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DebugTensorWatch.Builder |
setNodeName(String value)
Name of the node to watch. |
DebugTensorWatch.Builder |
setNodeNameBytes(com.google.protobuf.ByteString value)
Name of the node to watch. |
DebugTensorWatch.Builder |
setOutputSlot(int value)
Output slot to watch. |
DebugTensorWatch.Builder |
setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
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DebugTensorWatch.Builder |
setTolerateDebugOpCreationFailures(boolean value)
Do not error out if debug op creation fails (e.g., due to dtype incompatibility). |
final DebugTensorWatch.Builder |
setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
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Inherited Methods
Public Methods
public DebugTensorWatch.Builder addAllDebugOps (Iterable<String> values)
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 DebugTensorWatch.Builder addAllDebugUrls (Iterable<String> values)
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 DebugTensorWatch.Builder addDebugOps (String value)
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 DebugTensorWatch.Builder addDebugOpsBytes (com.google.protobuf.ByteString value)
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 DebugTensorWatch.Builder addDebugUrls (String value)
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 DebugTensorWatch.Builder addDebugUrlsBytes (com.google.protobuf.ByteString value)
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 DebugTensorWatch.Builder addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
public DebugTensorWatch.Builder clearDebugOps ()
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 DebugTensorWatch.Builder clearDebugUrls ()
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 DebugTensorWatch.Builder clearNodeName ()
Name of the node to watch. Use "*" for wildcard. But note: currently, regex is not supported in general.
string node_name = 1;
public DebugTensorWatch.Builder clearOutputSlot ()
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 DebugTensorWatch.Builder clearTolerateDebugOpCreationFailures ()
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;
public 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 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 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 com.google.protobuf.ProtocolStringList 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 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 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 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 com.google.protobuf.ProtocolStringList 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 static final com.google.protobuf.Descriptors.Descriptor getDescriptor ()
public com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()
public 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 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 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 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;
public final boolean isInitialized ()
public DebugTensorWatch.Builder mergeFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
IOException |
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public final DebugTensorWatch.Builder mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)
public DebugTensorWatch.Builder setDebugOps (int index, String value)
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 DebugTensorWatch.Builder setDebugUrls (int index, String value)
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 DebugTensorWatch.Builder setField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
public DebugTensorWatch.Builder setNodeName (String value)
Name of the node to watch. Use "*" for wildcard. But note: currently, regex is not supported in general.
string node_name = 1;
public DebugTensorWatch.Builder setNodeNameBytes (com.google.protobuf.ByteString value)
Name of the node to watch. Use "*" for wildcard. But note: currently, regex is not supported in general.
string node_name = 1;
public DebugTensorWatch.Builder setOutputSlot (int value)
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 DebugTensorWatch.Builder setRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
public DebugTensorWatch.Builder setTolerateDebugOpCreationFailures (boolean value)
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;