Official Pytorch implementation of the paper: "Locally Shifted Attention With Early Global Integration"

Related tags

Deep Learning imagenet image-classification cifar10 cifar100 vision-transformer
Overview

Locally-Shifted-Attention-With-Early-Global-Integration

Pretrained models

You can download all the models from here.

Training

Imagenet

  • python -m torch.distributed.launch --nproc_per_node=8 --use_env main_tiny_imagenet.py --data-set IMNET --model tiny_patch0 --data-path PATH_TO_IMAGENET --batch-size 92 --output_dir output

  • python -m torch.distributed.launch --nproc_per_node=8 --use_env main_small_imagenet.py --data-set IMNET --model tiny_patch0 --data-path PATH_TO_IMAGENET --batch-size 64 --output_dir output

CIFAR

  • python -m torch.distributed.launch --nproc_per_node=8 --use_env main_tiny_cifar.py --data-set cifar10 --model tiny_patch0 --data-path PATH_TO_CIFAR --batch-size 92 --output_dir output

  • python -m torch.distributed.launch --nproc_per_node=8 --use_env main_small_cifar.py --data-set cifar10 --model tiny_patch0 --data-path PATH_TO_CIFAR --batch-size 40 --output_dir output

  • python -m torch.distributed.launch --nproc_per_node=8 --use_env main_base_cifar.py --data-set cifar10 --model tiny_patch0 --data-path PATH_TO_CIFAR --batch-size 20 --output_dir output

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