TensorFlow Debugger
[TOC]
Public Python API of TensorFlow Debugger (tfdbg).
Functions for adding debug watches
These functions help you modify RunOptions
to specify which Tensor
s are to
be watched when the TensorFlow graph is executed at runtime.
Classes for debug-dump data and directories
These classes allow you to load and inspect tensor values dumped from
TensorFlow graphs during runtime.
Functions for loading debug-dump data
Tensor-value predicates
Built-in tensor-filter predicates to support conditional breakpoint between
runs. See DebugDumpDir.find()
for more details.
Session wrapper class and SessionRunHook
implementations
These classes allow you to
- wrap aroundTensorFlow
Session
objects to debug plain TensorFlow models
(seeDumpingDebugWrapperSession
andLocalCLIDebugWrapperSession
), or generate
SessionRunHook
objects to debugtf.contrib.learn
models (see
DumpingDebugHook
andLocalCLIDebugHook
).tfdbg.DumpingDebugWrapperSession
tfdbg.LocalCLIDebugHook
tfdbg.LocalCLIDebugWrapperSession