Alexander KozlovinTowards Data SciencePyTorch Lightning and Optuna: Multi-GPU hyperparameter optimisationHow to quickly set up multi-GPU training and hyperparameter optimisation for image classification with PytorchFeb 24, 2021Feb 24, 2021
Alexander KozlovinTowards Data ScienceElectricity demand in Victoria during coronavirus pandemicForeign media widely regard Australia as an example of a developed country that successfully contained COVID-19 outbreak. In July 2020…Oct 19, 20201Oct 19, 20201
Alexander KozlovinTowards Data ScienceFine-tuning BERT and RoBERTa for high accuracy text classification in PyTorchAs of the time of writing this piece, state-of-the-art results on NLP and NLU tasks are obtained with Transformer models. There is a trend…Sep 4, 20203Sep 4, 20203