pytorch · Veritable Tech Blog

2023

Jul 16

[Notes] MaxViT: Multi-Axis Vision Transformer

2022

May 15

[Notes] PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions

Mar 14

[Notes] Understanding Visual Attention Network

Jan 28

[Notes] Understanding ConvNeXt

2021

Jul 25

[Notes] Understanding XCiT - Part 2

Jul 24

[Notes] Understanding XCiT - Part 1

Apr 4

[Notes] Gradient Checkpointing with BERT

Mar 18

[Paper] Adafactor: Adaptive Learning Rates with Sublinear Memory Cost

Mar 14

Mistake I Made that Crippled My Streamlit App

Feb 19

A Case Study of fastcore @patch_to

Feb 14

[Paper] Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control

2020

Dec 28

[Kaggle] Google Research Football 2020

Dec 22

[PyTorch Lightning] Log Training Losses when Accumulating Gradients

Jul 11

[Tip] TorchScript Supports Half Precision

Jul 6

Self-Supervised Domain Adaptation

Jun 16

[Failure Report] Distill Fine-tuned Transformers into Recurrent Neural Networks

May 4

Deploying EfficientNet Model using TorchServe

2019

Nov 28

Fine-tuning BERT for Similarity Search

Sep 24

Zero Shot Cross-Lingual Transfer with Multilingual BERT

Aug 22

More Memory-Efficient Swish Activation Function

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

Oct 13

[Notes] Neural Language Models with PyTorch

2017

Jul 27

[Learning Note] Single Shot MultiBox Detector with Pytorch — Part 3

Jul 26

[Learning Note] Single Shot MultiBox Detector with Pytorch — Part 2

Jul 24

[Learning Note] Single Shot MultiBox Detector with PyTorch — Part 1