tfdbg.GrpcDebugWrapperSession
tfdbg.GrpcDebugWrapperSession
class tfdbg.GrpcDebugWrapperSession
Defined in tensorflow/python/debug/wrappers/grpc_wrapper.py
.
Debug Session wrapper that send debug data to gRPC stream(s).
Properties
graph
graph_def
sess_str
session
Methods
__init__
__init__( sess, grpc_debug_server_addresses, watch_fn=None, thread_name_filter=None, log_usage=True )
Constructor of DumpingDebugWrapperSession.
Args:
-
sess
: The TensorFlowSession
object being wrapped. -
grpc_debug_server_addresses
: (str
orlist
ofstr
) Single or a list of the gRPC debug server addresses, in the format of, without the "grpc://" prefix. For example: "localhost:7000", ["localhost:7000", "192.168.0.2:8000"] -
watch_fn
: (Callable
) A Callable that can be used to define per-run debug ops and watched tensors. See the doc ofNonInteractiveDebugWrapperSession.__init__()
for details. -
thread_name_filter
: Regular-expression white list for threads on which the wrapper session will be active. See doc ofBaseDebugWrapperSession
for more details. -
log_usage
: (bool
) whether the usage of this class is to be logged.
Raises:
TypeError: If grpc_debug_server_addresses
is not a str
or a list
of str
.
__enter__
__enter__()
__exit__
__exit__( exec_type, exec_value, exec_tb )
as_default
as_default()
close
close()
invoke_node_stepper
invoke_node_stepper( node_stepper, restore_variable_values_on_exit=True )
See doc of BaseDebugWrapperSession.invoke_node_stepper.
on_run_end
on_run_end(request)
See doc of BaseDebugWrapperSession.on_run_end.
on_run_start
on_run_start(request)
See doc of BaseDebugWrapperSession.on_run_start.
on_session_init
on_session_init(request)
See doc of BaseDebugWrapperSession.on_run_start.
partial_run
partial_run( handle, fetches, feed_dict=None )
partial_run_setup
partial_run_setup( fetches, feeds=None )
Sets up the feeds and fetches for partial runs in the session.
prepare_run_debug_urls
prepare_run_debug_urls( fetches, feed_dict )
Implementation of abstract method in superclass.
See doc of NonInteractiveDebugWrapperSession.prepare_run_debug_urls()
for details.
Args:
-
fetches
: Same as thefetches
argument toSession.run()
-
feed_dict
: Same as thefeed_dict
argument toSession.run()
Returns:
-
debug_urls
: (str
orlist
ofstr
) file:// debug URLs to be used in thisSession.run()
call.
run
run( fetches, feed_dict=None, options=None, run_metadata=None )
Wrapper around Session.run() that inserts tensor watch options.
Args:
-
fetches
: Same as thefetches
arg to regularSession.run()
. -
feed_dict
: Same as thefeed_dict
arg to regularSession.run()
. -
options
: Same as theoptions
arg to regularSession.run()
. -
run_metadata
: Same as therun_metadata
arg to regularSession.run()
.
Returns:
Simply forwards the output of the wrapped Session.run()
call.
Raises:
-
ValueError
: On invalidOnRunStartAction
value.
© 2017 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tfdbg/GrpcDebugWrapperSession