Posts

Mac

• Mac 개발 환경 설정 - Homebrew, Tmux, zshell 설치 하기 - 01 February 2019

Deep learning

• Horovod를 활용하여 Tensorflow에서 Multi GPU로 학습하기 (BERT Distributed Training 해보기) - 19 December 2019
• [논문 Review] Neural Turing Machine - 04 February 2019

Gist

• Gist와 VS Code로 Code Snippet 관리하기 - 10 March 2019

Nlp

• [ALBERT 논문 Review] ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS - 23 October 2019
• [MT-DNN 논문 Review] Multi-Task Deep Neural Networks for Natural Language Understanding - 20 May 2019

Pytorch

• Pytorch에서 GPU 사용하기 - 03 October 2020
• Pytorch에서 대용량 데이터 활용 딥러닝 모델 학습시 전처리 방법 (AI Hub News Q&A 데이터셋으로 BERT 학습하기) - 10 July 2020