qubvel / segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
https://smp.readthedocs.io/
MIT License
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Bump timm from 0.9.2 to 0.9.5 #799

Closed dependabot[bot] closed 11 months ago

dependabot[bot] commented 11 months ago

Bumps timm from 0.9.2 to 0.9.5.

Release notes

Sourced from timm's releases.

Release v0.9.5

Minor updates and bug fixes. New ResNeXT w/ highest ImageNet eval I'm aware of in the ResNe(X)t family (seresnextaa201d_32x8d.sw_in12k_ft_in1k_384)

Aug 3, 2023

  • Add GluonCV weights for HRNet w18_small and w18_small_v2. Converted by SeeFun
  • Fix selecsls* model naming regression
  • Patch and position embedding for ViT/EVA works for bfloat16/float16 weights on load (or activations for on-the-fly resize)
  • v0.9.5 release prep

July 27, 2023

  • Added timm trained seresnextaa201d_32x8d.sw_in12k_ft_in1k_384 weights (and .sw_in12k pretrain) with 87.3% top-1 on ImageNet-1k, best ImageNet ResNet family model I'm aware of.
  • RepViT model and weights (https://arxiv.org/abs/2307.09283) added by wangao
  • I-JEPA ViT feature weights (no classifier) added by SeeFun
  • SAM-ViT (segment anything) feature weights (no classifier) added by SeeFun
  • Add support for alternative feat extraction methods and -ve indices to EfficientNet
  • Add NAdamW optimizer
  • Misc fixes
Commits
  • 81089b1 Remove unecessary LongTensor in EfficientFormer. Possibly maybe fix #1878
  • 4224529 Version 0.9.5 prep for release. README update
  • d138a9b Add gluon hrnet small weights, fix #1895
  • 76d1669 Fix missing norm call in Mlp forward (not used by default, but can be enabled...
  • 8e4480e Patch and pos embed resample done in float32 always (cast to float and back)....
  • 150356c Fix unfortunate selecsls case bug caused by aggressive IDE rename
  • 6e8c53d Comment out beit url, no longer valid as now require long query string, leave...
  • 3b8ef3f Merge pull request #1890 from Separius/patch-1
  • 40a518c use float in resample_abs_pos_embed_nhwc
  • 8cb0dda Update README, version 0.9.4dev0
  • Additional commits viewable in compare view


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