public final class
DebugTensorWatch
Option for watching a node in TensorFlow Debugger (tfdbg).
tensorflow.DebugTensorWatch
Nested Classes
class | DebugTensorWatch.Builder | Option for watching a node in TensorFlow Debugger (tfdbg). |
Constants
int | DEBUG_OPS_FIELD_NUMBER | |
int | DEBUG_URLS_FIELD_NUMBER | |
int | NODE_NAME_FIELD_NUMBER | |
int | OUTPUT_SLOT_FIELD_NUMBER | |
int | TOLERATE_DEBUG_OP_CREATION_FAILURES_FIELD_NUMBER |
Public Methods
boolean |
equals(Object obj)
|
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). |
static DebugTensorWatch | |
DebugTensorWatch | |
final static 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. |
|
|
int | |
boolean |
getTolerateDebugOpCreationFailures()
Do not error out if debug op creation fails (e.g., due to dtype incompatibility). |
final com.google.protobuf.UnknownFieldSet | |
int |
hashCode()
|
final boolean | |
static DebugTensorWatch.Builder |
newBuilder(DebugTensorWatch prototype)
|
static DebugTensorWatch.Builder | |
DebugTensorWatch.Builder | |
static DebugTensorWatch |
parseDelimitedFrom(InputStream input)
|
static DebugTensorWatch |
parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
|
static DebugTensorWatch |
parseFrom(ByteBuffer data)
|
static DebugTensorWatch |
parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
|
static DebugTensorWatch |
parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
|
static DebugTensorWatch |
parseFrom(com.google.protobuf.CodedInputStream input)
|
static DebugTensorWatch |
parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
|
static DebugTensorWatch |
parseFrom(com.google.protobuf.ByteString data)
|
static DebugTensorWatch |
parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
|
static DebugTensorWatch |
parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
|
static
|
parser()
|
DebugTensorWatch.Builder | |
void |
writeTo(com.google.protobuf.CodedOutputStream output)
|
Inherited Methods
Constants
public static final int DEBUG_OPS_FIELD_NUMBER
Constant Value:
3
public static final int DEBUG_URLS_FIELD_NUMBER
Constant Value:
4
public static final int NODE_NAME_FIELD_NUMBER
Constant Value:
1
public static final int OUTPUT_SLOT_FIELD_NUMBER
Constant Value:
2
public static final int TOLERATE_DEBUG_OP_CREATION_FAILURES_FIELD_NUMBER
Constant Value:
5
Public Methods
public boolean equals (Object obj)
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 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
getParserForType
()
public int getSerializedSize ()
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 com.google.protobuf.UnknownFieldSet getUnknownFields ()
public int hashCode ()
public final boolean isInitialized ()
public static DebugTensorWatch parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
IOException |
---|
public static DebugTensorWatch parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
IOException |
---|
public static DebugTensorWatch parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
InvalidProtocolBufferException |
---|
public static DebugTensorWatch parseFrom (com.google.protobuf.CodedInputStream input)
Throws
IOException |
---|
public static DebugTensorWatch parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
InvalidProtocolBufferException |
---|
public static DebugTensorWatch parseFrom (com.google.protobuf.ByteString data)
Throws
InvalidProtocolBufferException |
---|
public static DebugTensorWatch parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
IOException |
---|
public static DebugTensorWatch parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
InvalidProtocolBufferException |
---|
public
static
parser
()
public void writeTo (com.google.protobuf.CodedOutputStream output)
Throws
IOException |
---|