Standard weekly patch release

[1.4.6] - 2021-09-10

• Fixed an issues with export to ONNX format when a model has multiple inputs (#8800)
• Removed deprecation warnings being called for on_{task}_dataloader (#9279)
• Fixed save/load/resume from checkpoint for DeepSpeed Plugin (#8397, #8644, #8627)
• Fixed EarlyStopping running on train epoch end when check_val_every_n_epoch>1 is set (#9156)
• Fixed an issue with logger outputs not being finalized correctly after prediction runs (#8333)
• Fixed the Apex and DeepSpeed plugin closure running after the on_before_optimizer_step hook (#9288)
• Fixed the Native AMP plugin closure not running with manual optimization (#9288)
• Fixed bug where data-loading functions where not getting the correct running stage passed (#8858)
• Fixed intra-epoch evaluation outputs staying in memory when the respective *_epoch_end hook wasn't overridden (#9261)
• Fixed error handling in DDP process reconciliation when _sync_dir was not initialized (#9267)
• Fixed PyTorch Profiler not enabled for manual optimization (#9316)
• Fixed inspection of other args when a container is specified in save_hyperparameters (#9125)
• Fixed signature of Timer.on_train_epoch_end and StochasticWeightAveraging.on_train_epoch_end to prevent unwanted deprecation warnings (#9347)

Contributors

@ananthsub @awaelchli @Borda @four4fish @justusschock @kaushikb11 @s-rog @SeanNaren @tangbinh @tchaton @xerus

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