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Monitor performance of deployed model

Status: Open.

#29 In MariaFogh/MLOps_Transformers;

· LauritsFromberg opened on Jan 13, 2022

Check robustness of model in regards to data drifting

Status: Open.

#26 In MariaFogh/MLOps_Transformers;

· LauritsFromberg opened on Jan 13, 2022

Deploy model using torchserve

Status: Open.

#25 In MariaFogh/MLOps_Transformers;

· LauritsFromberg opened on Jan 13, 2022

Use quantization and compilation for the trained models

Status: Open.

#24 In MariaFogh/MLOps_Transformers;

· LauritsFromberg opened on Jan 13, 2022

Use distributed model training

Status: Open.

#23 In MariaFogh/MLOps_Transformers;

· LauritsFromberg opened on Jan 13, 2022

Use distributed data loading

Status: Open.

#22 In MariaFogh/MLOps_Transformers;

· LauritsFromberg opened on Jan 13, 2022

Use profiling to optimize the code

Status: Open.

#17 In MariaFogh/MLOps_Transformers;

· LauritsFromberg opened on Jan 13, 2022

Use pytorch-lightning

Status: Open.

#14 In MariaFogh/MLOps_Transformers;

· LauritsFromberg opened on Jan 13, 2022

Use hydra to load configurations and manage hyperparameters

Status: Open.

#13 In MariaFogh/MLOps_Transformers;

· ennytao opened on Jan 13, 2022

Write configurations files for the experiments

Status: Open.

#12 In MariaFogh/MLOps_Transformers;

· ennytao opened on Jan 13, 2022