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The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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COMMITS

/ tests/test_models.py
diff_parallel
September 16, 2025
July 3, 2025
June 26, 2025
June 20, 2025
R
Add basic grad checkpointing tests
Ross Wightman committed
June 4, 2025
R
Add naflex vit exceptions to tests
Ross Wightman committed
June 3, 2025
May 23, 2025
May 17, 2025
R
add ghostnetv3
Ryan committed
May 14, 2025
May 11, 2025
May 7, 2025
R
fix pit & add to test
Ryan committed
May 5, 2025
R
add fasternet
Ryan committed
May 6, 2025
May 3, 2025
R
add test_models
Ryan committed
R
Fix default_cfgs
Ryan committed
April 8, 2025
R
Exclude naflex models from jit tests
Ross Wightman committed
January 21, 2025
December 31, 2024
R
test filter tweaks
Ross Wightman committed
December 30, 2024
R
Update tests for aimv2 filtering
Ross Wightman committed
November 26, 2024
October 2, 2024
August 16, 2024
R
Fixing hieradet (sam2) tests
Ross Wightman committed
July 9, 2024
R
Fixing tests
Ross Wightman committed
June 28, 2024
June 7, 2024
June 5, 2024
May 30, 2024
May 11, 2024
May 4, 2024
May 3, 2024
R
More forward_intermediates() updates
Ross Wightman committed
May 2, 2024
April 30, 2024
April 22, 2024
April 21, 2024
April 11, 2024
R
Fix / improve tests for features
Ross Wightman committed
April 10, 2024
October 18, 2023
A
device agnostic testing
Alex Cunha committed
August 30, 2023
tinyvit skip ci test
方曦 committed
August 19, 2023
August 17, 2023
August 16, 2023
C
Add RepGhost models and weights
Chengpeng Chen committed
May 17, 2023
fix unit test for samvit
方曦 committed