v0.0.1b3

The first stable BETA release of ABLATOR.

Highlights:

1. Support for experiment to be more robustly stored in a remote cloud service. (Still additional improvements are required for edge-cases such as lost connectivity, or unresponsive provider) with the use of RMount
2. GPU allocation is automatic. ABLATOR identifies the least used GPU and Node and allocates an experiment to that node.
3. Support for Google Colab and Notebook use.
4. Misc. Fixes for bugs and performance improvements.
5. Improved documentation

Version 0.0.1b2

Patch

• Fix the problem that version 2.1.0 ray package cannot be found by windows OS in pip installation.

Note

• As this is a beta release of first version, there might still be some issues. We appreciate your feedback to help us improve.

Full Changelog: 0.0.1b1...0.0.1b2

Version 0.0.1b1

Note

As this is a beta release of first version, there might still be some issues. We appreciate your feedback to help us improve.

What's Changed

• Junzhou config module docs by @h21565897 in #1
• Document for model main by @MrLYG in #9
• Documentation for ablator/modules/metrics by @hieuchi911 in #7
• Documentation for ablator/main/proto.py by @hieuchi911 in #25
• Documentation for ablator/main/mp.py by @hieuchi911 in #24
• document for storage folder by @MrLYG in #18
• docs for main/state, main/configs, analyze folder, fix import error by @h21565897 in #17
• document for utils by @MrLYG in #14
• document for logger folder by @MrLYG in #12
• model/wrapper documentation by @h21565897 in #10
• Add doc for modules/scheduler.py by @hieuchi911 in #13
• Doc for modules/optimizer.py by @hieuchi911 in #11
• Fix several documentation bugs, add sphinx doc and host on readthedocs by @hieuchi911 in #29
• Add unit tests to store.py and mp by @MrLYG in #33
• Unit tests for model wrapper by @hieuchi911 in #32
• Clean TODO test-case comments by @hieuchi911 in #38
• Add Github Actions by @MrLYG in #39
• Clean doc by @hieuchi911 in #40
• Change all model training to use cpu by @MrLYG in #42
• fix mypy errors by @MrLYG in #41
• Make example more clear. by @MrLYG in #52
• Fix all flake8 errors by @MrLYG in #55
• Fix test_metrics and test_remote by @hieuchi911 in #56
• update action by @MrLYG in #57
• fix tests for test_state,test_cloud, fix gpu init bug in init function at mp.py, add gitattributes for line break issue by @h21565897 in #50
• Add missing doc for ExperimentState by @hieuchi911 in #58
• fix conflicts between examples and trainers branch by @MrLYG in #59
• Merge trainers branch to examples by @MrLYG in #60
• Add test for test resume in test_mp.py by @hieuchi911 in #62
• Clean doc by @hieuchi911 in #66
• update : add test for stores.py (no predictions should return {}) by @MrLYG in #67
• make test_summary_logger more stable by @MrLYG in #68
• Examples -> Trainers by @fostiropoulos in #61
• Iordanis fixes v2 by @fostiropoulos in #47
• add check for list parsing,add test for iterable types, add test for relative config path by @h21565897 in #70
• run testcases in local macthine using docker. by @MrLYG in #73
• update name of tag that will show on pypi by @MrLYG in #75

New Contributors

• @h21565897 made their first contribution in #1
• @hieuchi911 made their first contribution in #7
• @fostiropoulos made their first contribution in #61

Full Changelog: https://github.com/fostiropoulos/ablator/commits/0.0.1b1