classify-dev / README.md
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metadata
license: apache-2.0
tags:
  - adafactor
  - classification
  - exponential
  - instancenorm
  - relu
  - sliding-window
  - swin-t
  - tensor-fusion
  - trunc-normal
  - xlarge

main.py

Model Overview

A xlarge-scale implementation of the swin t architecture, built for classification tasks.

Architecture

  • Architecture: swin t
  • Scale: xlarge
  • Attention: sliding window
  • Fusion strategy: tensor fusion
  • Task head: classification
  • Activation: relu
  • Normalization: instancenorm
  • Initialization: trunc normal

Training

  • Optimizer: adafactor
  • LR scheduler: exponential

Files

  • main.py — main artifact of this repository

License

See the license field above.