Aitoolbox

What's Changed
* Instance termination help in bash scripts by mv1388 in https://github.com/mv1388/aitoolbox/pull/740
* Remove unused TestMNISTCNNExplicitDPDefinitionReverseCompatibility test by mv1388 in https://github.com/mv1388/aitoolbox/pull/741
* Optimize loss type consistency and device movement by mv1388 in https://github.com/mv1388/aitoolbox/pull/710
* predict_with_model() keeps data on the original device without moving to the CPU by mv1388 in https://github.com/mv1388/aitoolbox/pull/742
* Replace hardcoded condition with the central is_main_process() method call by mv1388 in https://github.com/mv1388/aitoolbox/pull/743
* DDP mp_sync keep original data type by mv1388 in https://github.com/mv1388/aitoolbox/pull/744
* Package release 1.8 by mv1388 in https://github.com/mv1388/aitoolbox/pull/745


**Full Changelog**: https://github.com/mv1388/aitoolbox/compare/1.7...1.8

What's Changed
* Added more info about the created instance that gets printed by mv1388 in https://github.com/mv1388/aitoolbox/pull/737
* More descriptive tqdm bar and less tqdm clutter for DDP by mv1388 in https://github.com/mv1388/aitoolbox/pull/738
* Update model also on the last non-full batch when doing gradient accumulation by mv1388 in https://github.com/mv1388/aitoolbox/pull/715
* Release package version 1.7 by mv1388 in https://github.com/mv1388/aitoolbox/pull/739


**Full Changelog**: https://github.com/mv1388/aitoolbox/compare/1.6.2...1.7

What's Changed
* Update readme package testing badge by mv1388 in https://github.com/mv1388/aitoolbox/pull/721
* Split long bash commands into multiple lines for better readability by mv1388 in https://github.com/mv1388/aitoolbox/pull/722
* Remove key path checking if it is provided since it is automatically found by mv1388 in https://github.com/mv1388/aitoolbox/pull/723
* Add new unittests to improve coverage by mv1388 in https://github.com/mv1388/aitoolbox/pull/724
* Fix DDP testing method names by mv1388 in https://github.com/mv1388/aitoolbox/pull/725
* Add additional user-specified params for DDP dist init process (backend & init_method) by mv1388 in https://github.com/mv1388/aitoolbox/pull/726
* Add DDP BERT GPU comparison tests by mv1388 in https://github.com/mv1388/aitoolbox/pull/728
* Add new unittests by mv1388 in https://github.com/mv1388/aitoolbox/pull/727
* Remove unused old/deprecated GPU tests by mv1388 in https://github.com/mv1388/aitoolbox/pull/729
* Make GPU test names more descriptive and consistent by mv1388 in https://github.com/mv1388/aitoolbox/pull/730
* GPU tests for AMP in the multi-GPU setting by mv1388 in https://github.com/mv1388/aitoolbox/pull/731
* DDP _spawn_fit callback registration and execution added by mv1388 in https://github.com/mv1388/aitoolbox/pull/732
* DDP support for CPU training by mv1388 in https://github.com/mv1388/aitoolbox/pull/734
* Print the list of registered callbacks at the start of the training by mv1388 in https://github.com/mv1388/aitoolbox/pull/735
* Package release 1.6.2 by mv1388 in https://github.com/mv1388/aitoolbox/pull/736


**Full Changelog**: https://github.com/mv1388/aitoolbox/compare/1.6.1...1.6.2

What's Changed
* DDP evaluate average loss over all batches instead of only those on current worker by mv1388 in https://github.com/mv1388/aitoolbox/pull/709
* Switch to source-ing from executing the prepare_instance.sh script by mv1388 in https://github.com/mv1388/aitoolbox/pull/711
* Iterated logging when using job scheduler by mv1388 in https://github.com/mv1388/aitoolbox/pull/712
* Send email report for GPU tests by mv1388 in https://github.com/mv1388/aitoolbox/pull/713
* AMP scaler update when grad accumulating by mv1388 in https://github.com/mv1388/aitoolbox/pull/714
* Auto tail filter attachments in email test log notifications when they are too large by mv1388 in https://github.com/mv1388/aitoolbox/pull/717
* Update conda env name by mv1388 in https://github.com/mv1388/aitoolbox/pull/720
* Release package version 1.6.1 by mv1388 in https://github.com/mv1388/aitoolbox/pull/719


**Full Changelog**: https://github.com/mv1388/aitoolbox/compare/1.6...1.6.1

What's Changed
* Update package to python 3.9 by mv1388 in https://github.com/mv1388/aitoolbox/pull/699
* Upgrade PyTorch version to 1.12 by mv1388 in https://github.com/mv1388/aitoolbox/pull/700
* Remove Travis CI config file - stopped using Travis by mv1388 in https://github.com/mv1388/aitoolbox/pull/701
* Github Actions package testing add ubuntu-20.04 by mv1388 in https://github.com/mv1388/aitoolbox/pull/703
* Switch around TTDistributedDataParallel inheritance by mv1388 in https://github.com/mv1388/aitoolbox/pull/704
* Fix GPU tests after upgrading PyTorch to 1.12 by mv1388 in https://github.com/mv1388/aitoolbox/pull/705
* Add optmizer zero grad to the AMP BERT GPU test by mv1388 in https://github.com/mv1388/aitoolbox/pull/706
* Remove unused package requirements by mv1388 in https://github.com/mv1388/aitoolbox/pull/702
* Optionally don't terminate the instance when running GPU tests by mv1388 in https://github.com/mv1388/aitoolbox/pull/707
* Package release 1.6 by mv1388 in https://github.com/mv1388/aitoolbox/pull/708


**Full Changelog**: https://github.com/mv1388/aitoolbox/compare/1.5.2...1.6

What's Changed
* Merge callback handlers - merge BasicCallbacksHandler into the CallbacksHandler by mv1388 in https://github.com/mv1388/aitoolbox/pull/690
* Fix mp filtering the callbacks - add train loop callbacks list filtering by mv1388 in https://github.com/mv1388/aitoolbox/pull/692
* Add callback location to prediction loop by mv1388 in https://github.com/mv1388/aitoolbox/pull/684
* Remove ROGUE upload by mv1388 in https://github.com/mv1388/aitoolbox/pull/693
* Training job queue scheduler by mv1388 in https://github.com/mv1388/aitoolbox/pull/694
* Move package from python 3.6 to python 3.9 by mv1388 in https://github.com/mv1388/aitoolbox/pull/695
* Revert "Move package from python 3.6 to python 3.9" by mv1388 in https://github.com/mv1388/aitoolbox/pull/696
* Package release - 1.5.2 by mv1388 in https://github.com/mv1388/aitoolbox/pull/698


**Full Changelog**: https://github.com/mv1388/aitoolbox/compare/1.5.1...1.5.2