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Veritable Tech Blog
Technical Notes from a Data Geek.
2020
Aug 5
[Competition] Jigsaw Multilingual Toxic Comment Classification
Jul 11
[Tip] TorchScript Supports Half Precision
Jul 6
Self-Supervised Domain Adaptation
May 4
Deploying EfficientNet Model using TorchServe
2019
Aug 4
[Notes] Jigsaw Unintended Bias in Toxicity Classification
Jul 16
[Notes] iMet Collection 2019 - FGVC6 (Part 1)
Jun 21
Smaller Docker Image using Multi-Stage Build
Jun 13
Mixed Precision Training on Tesla T4 and P100
Mar 26
Use NVIDIA Apex for Easy Mixed Precision Training in PyTorch
Feb 15
Multilingual Similarity Search Using Pretrained Bidirectional LSTM Encoder
Feb 10
News Topic Similarity Measure using Pretrained BERT Model
2018
Nov 7
Implementing Beam Search - Part 2
Nov 5
Implementing Beam Search - Part 1
Oct 13
[Notes] Neural Language Models with PyTorch
Aug 10
Prepare Deep-Learning-Ready VMs on Google Cloud Platform
Mar 24
[Review] Kaggle Toxic Comment Classification Challenge