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Release of OpenSTL V0.2.0 for various spatioTemporal predictive learning (STL) tasks.
Code Refactoring
Rename the project to OpenSTL instead of SimVPv2 with module name refactoring.
Refactor the code structure thoroughly to support DDP and non-dist training & testing.
New Features
Update the Weather Bench dataloader with 5.625deg, 2.8125deg, and 1.40625deg settings.
Updating documents
Update documents of video prediction and weather prediction benchmarks. Provide config files for supported mixup methods.
Update docs/en documents for the basic usages and new features of V0.2.0.
Fix Bugs
Fix bugs in training loops and validation loops to save GPU memory.
There might be some bugs in not using all parameters for calculating losses in ConvLSTM CrevNet, which should use --find_unused_parameters for DDP training.
The text was updated successfully, but these errors were encountered:
Release of OpenSTL V0.2.0 for various spatioTemporal predictive learning (STL) tasks.
Code Refactoring
OpenSTL
instead ofSimVPv2
with module name refactoring.New Features
5.625deg
,2.8125deg
, and1.40625deg
settings.Updating documents
docs/en
documents for the basic usages and new features of V0.2.0.Fix Bugs
--find_unused_parameters
for DDP training.The text was updated successfully, but these errors were encountered: