Library compatibility updates

Fixed

• Various minor details to fix compatibility with newer versions of used libraries

Fix requirements

Added

• Version for protobuf during build.
• Conditional install of redis on win platforms

Fix missing device transfer in benchmark

Merge pull request #16 from LukasHedegaard/develop

Fix missing device transfer in benchmark

Improved profiling, new MultiStepLR optimizer, and minor fixes

Added

• Defensive fallback for FLOPs measurement.
• Add MultiStepLR optimizers.

Changed

• Profiling to use pytorch_benchmark package.

Fixed

• WandB logger log_dir extraction.

Improved profiling

Changed

• Profile only warms up on first inference.

Memory profiling

Added

• Memory profiling.

Fixed

• Tune DeprecationWarning.

Fix missing gradient on train_step

What's Changed

Added

• Add pred and target dict support in Lifecycle.

Fixed

• Avoid detaching loss in step.

• Fix missing gradient in train step by @LukasHedegaard in #12

Full Changelog: 0.5.0...0.5.1

Add MetricSelector, preprocess_batch, fix minor issues and update PL and Tune versions

Added

• Add preprocess_batch method to Lifecycle.
• Add option for string type in utils.name.
• Add MetricSelector.

Fixed

• Weight freezing during model loading.
• Fix discriminative_lr param selection for NoneType parameters.
• Fix wandb project naming during hparamsearch.
• Optimizer Schedulers take accumulate_grad_batches into account.

Changed

• Key debug statements while loading models to include both missing and unexpected keys.
• Bumped PL to version 1.4. Holding back on 1.5 due to Tune integration issues.
• Bumped Tune to version 1.8.

What's Changed

• Update to v.0.5.0 by @LukasHedegaard in #11

Full Changelog: 0.4.6...0.5.0

Update profile and allow warm_up overloading in mixins

Fixed

• Update profile to use model.call. This enable non-forward executions during profiling.
• Add DefaultMethods Mixin with warm_up to make warm_up overloadable by Mixins.

Minor fixes in warm_up and 3rd-party versioning

Fixed

• Fix warm_up function signature
• Requirement versions