Added de/serialisation of PyTrees #80
Merged
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
patrick-kidger
added a commit
that referenced
this pull request
May 6, 2022
* Improved filtered transformations (#71) * Updated filter_{jit,grad,value_and_grad} * Documented that BatchNorm supports multiple axis_names * Doc fix * added tree_inference * Added filter_vmap and filter_pmap * Made filter_{vmap,pmp} non-experimental. Fixed doc issues. * Added 'inference' call-time argument to 'MultiheadAttention', which was missed when switching over 'Dropout' to use 'inference'. * Added test for tree_inference * Doc improvements * Doc tweaks * Updated tests * Two minor bugfixes for filter_{jit,grad,vmap,pmap,value_and_grad}. 1. Applying filter_{jit,vmap,pmap} to a function with *args and **kwargs should now work. Previously inspect.Signature.apply_defaults was not filling these in. 2. The output of all filtered transformations has become a Module. This means that e.g. calling filter_jit(filter_grad(f)) multiple times will not induce any recompilation, as all filter_grad(f)s are PyTrees of the same structure as each other. * Crash and test fixes * tidy up * Fixes and test fixes * Finished adding tests. * added is_leaf argument to filter and partition (#72) * Improved tree_at a lot: (#73) - Can now substitute arbitrary nodes, not just leaves - These substituted nodes can now have different structures to each other. - Will raise an error if `where` depends on the values of the leaves of the PyTree. In addition, `tree_equal` should now work under JIT. * Lots of doc fixes and tweaks (#74) * Added tree_{de,}serialise_leaves (#80) * Added max/average pooling. (#77) * Tidy up pooling implementation (#81) * Version bump * Fixed tree_at breaking when replacing Nones. (#83) Co-authored-by: Ben Walker <38265558+Benjamin-Walker@users.noreply.github.com>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Closes #46.
This PR adds
equinox.tree_{de,}serialise_leaves, primarily for loading/saving models.