How to quantize a Swin transformer model?

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vision-transformer quantization post-training-quantization Pytorch Imagenet

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  • FQ-ViT

    [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

    • This my implementation on the approach I shared( https://github.com/megvii-research/FQ-ViT ) on a small dataset from kaggle(link: https://www.kaggle.com/datasets/gauravduttakiit/ants-bees) in this notebook :https://colab.research.google.com/drive/1cqnmosPIVZu3e2SwbO_VbevANk5MppVS?usp=sharing

  • transformer-quantization

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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