Fixing reference to _get_export_outputs_for_spec in TFMA (This function was refactored out, so the string has been removed from the list of methods that are copied from core Estimator).
*** Original change description ***
Automated rollback of commit 069f808e5c
PiperOrigin-RevId: 211122893
- Removes the use of global variable collections for initialization. This means that variables created externally (such as input feed variables) will have to be initialized explicitly.
PiperOrigin-RevId: 209692235
This change contains no code changes. Only doc-strings.
We can't use relative links in code files, so we don't have much choice but to link to tensorflow.org/
The deleted links were to docs that no longer exist.
PiperOrigin-RevId: 209019572
2. Move the stack used in distribution strategy context to the graph. This allows us to use different strategies in different graphs (for e.g. in train and eval).
This fixes#21412 and #21180.
PiperOrigin-RevId: 208680454
- Add support for stateful metrics, weighted metrics, metric masking in eager mode.
- Updated masking logic for loss and metrics. (similar to weights in cl/207311700)
- Add weighted_metrics to save and load model.
- Add Categorical accuracy metric.
- Migrating #21071
PiperOrigin-RevId: 208278596
Pure refactor, in preparation for adding a higher level checkpoint management utility. This utility will also need to work with the Checkpoint proto, and globbing it on to saver.py seems dirty.
PiperOrigin-RevId: 207179646
Does not inherit from dict (and so won't pass isinstance checks). I've written a small tome about why in a comment on the class definition. This seems not to break anyone, but if it does we can add Mapping to the problematic isinstance checks (as I've done for TF's nest util and Session fetching); ideally custom mappings would be supported everywhere dicts are anyway.
PiperOrigin-RevId: 205898305
Conceptually lists just get replaced with a list-like wrapper. A shallow copy is maintained for error checking (since appends to it aren't monitored, we can't do restore-on-create for variables unless it's being modified through the wrapper).
There are lots of other details. I gave up on generalizing our isinstance(obj, (list, tuple)) checks and just subclassed list. Behaving like a list means the type should be unhashable, which requires some workarounds when we're collecting objects (object-identity collections, and object-identity versions of weak reference containers).
Adds a decorator for exempting whole methods from automatic dependency tracking so we don't need to track down every last self.inputs = [] statement to avoid polluting dependencies.
There's a TODO for tuples and dictionaries.
PiperOrigin-RevId: 202703271
Revert #18413. Too many internal test failures due to the name scope change caused by this change.
Revert #18192. Cannot use re2::StringPiece internally. Need alternative for set call. Will pull and clean this up in a separate change.
PiperOrigin-RevId: 197991247
Working on untangling TF/Estimator deps. We would like to get to a state
where Estimator depends on Keras and not vice versa
PiperOrigin-RevId: 196605024
