Commit Graph

4 Commits (ab41223b17c17dd1035a42318b03d4b92decd063)

Author SHA1 Message Date
Pavel Samygin 0be21775af
remove transformer block, implement as sequential of size 1 (#54)
* remove transformer block, implement as sequence size 1
* reimplement get_remote_module
* fix readme

Co-authored-by: Alexander Borzunov <hxrussia@gmail.com>
Co-authored-by: Aleksandr Borzunov <borzunov.alexander@gmail.com>
2 years ago
justheuristic d271b75dd4
Let users specify sequence length instead of assuming 2048 (#52)
- Maximum length is now provided in `.inference_session(max_length=100)`
   - previously, we would always assume max length = 2048
- added a generic way to forward **kwargs to inference session
  - for compatibility with #47 
  - Note to @borzunov : it does *not* pass them arbitrarily, but instead checks for kwarg names at the bottom level
- run_server can be started with a custom max_length for inference
- renamed --cache_size_bytes to --attention_cache_bytes (to avoid collision with --cache_dir)
- --attn_cache_bytes can now support humane file sizes (e.g. 300MB instead of 314572800)
- made some server-side errors more human-readable to user (e.g. when max length is exceeded)

Co-authored-by: Aleksandr Borzunov <borzunov.alexander@gmail.com>
Co-authored-by: Alexander Borzunov <hxrussia@gmail.com>
2 years ago
justheuristic f0c7383181
Implement RemoteSequential slicing and extra repr, add tests (#30)
- finish renaming RemoteSequenceInfo -> RemoteSequenceManager (why: if it was an *Info, user would expect it to be similar - to a dataclass; whereas in actuality, the class is doing heavy network interactions on its own)
- implement RemoteSequenceManager.make_sequence (from https://pastebin.com/uXgy2U8B )
- make RemoteSequentialInferenceSession use RemoteSequenceManager.make_sequence
- make tests pass again
- make it possible to create inference session without RemoteTransformerBlock
- make a standalone test for RemoteSequential
- rollback convert-model

Co-authored-by: Tim Dettmers <tim.dettmers@gmail.com>
2 years ago
justheuristic e2711a033b
Add automated tests (#23)
This PR will run basic tests automatically on each subsequent PR

- convert a small model on every PR
- run existing tests on every PR
- enforce black / isort
- require checks on merge
- make sure tests are not flappy

Co-authored-by: Alexander Borzunov <hxrussia@gmail.com>
Co-authored-by: Dmitry Baranchuk <dmitrybaranchuk@gmail.com>
2 years ago