AimLogger error on new Pytorch-Lightning Release

🐛 Bug

Removed _convert_params function in new pytorch-lightning release (1.6.0).

To reproduce

from aim.pytorch_lightning import AimLogger

trainer = pl.Trainer(logger=AimLogger(experiment='experiment_name'))
trainer.logger.log_hyperparams(hparams)

Expected behavior

• Successfully log the hyperparameters with no errors

Environment

• Aim Version (3.8.0)
• Python version (3.8.12)
• pip version (21.2.4)
• OS (e.g., Linux)
• Pytorch-lightning (1.6.0)

Additional context

Error output

Error executing job with overrides: ['experiment=dma_net', 'debug=default', 'log_dir=debug', 'data_dir=/media/haritsahm/DataStorage/dataset/cityscapes/cityscape_fo_segmentation/', 'logger=aim']
Traceback (most recent call last):
  File "train.py", line 22, in main
    return train(config)
  File "/home/haritsahm/Documents/projects/deeplearning/pytorch-DMANet/src/training_pipeline.py", line 74, in train
    utils.log_hyperparameters(
  File "/opt/conda/lib/python3.8/site-packages/pytorch_lightning/utilities/rank_zero.py", line 32, in wrapped_fn
    return fn(*args, **kwargs)
  File "/home/haritsahm/Documents/projects/deeplearning/pytorch-DMANet/src/utils/__init__.py", line 143, in log_hyperparameters
    trainer.logger.log_hyperparams(hparams)
  File "/opt/conda/lib/python3.8/site-packages/pytorch_lightning/utilities/rank_zero.py", line 32, in wrapped_fn
    return fn(*args, **kwargs)
  File "/opt/conda/lib/python3.8/site-packages/aim/sdk/adapters/pytorch_lightning.py", line 70, in log_hyperparams
    params = self._convert_params(params)
AttributeError: 'AimLogger' object has no attribute '_convert_params'

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.
root@0e330cd4b21f:/home/haritsahm/Documents/projects/deeplearning/pytorch-DMANet# 

[mihran113]

hey @mpds! Sorry for inconvenience, but that’s actually a different dev release that doesn’t have the fix included in it. Can I ask you to try out this one and let me know if it works properly?

pip install aim==3.9.0.dev20220417

[mihran113]

Hey folks! Glad to inform that the fix was shipped with the new aim v3.9 release, please have a try, and let me know if everything works as expected. @mpds @haritsahm @djwessel