Changelog

v0.1.0 (xx/01/2022)

New Features

  • Support trunc_normal_ in flowvision.layers.weight_init #92

  • Support DeiT model #115

  • Support PolyLRScheduler and TanhLRScheduler in flowvision.scheduler #85

  • Add resmlp_12_224_dino model and pretrained weight #128

Bug Fixes

  • Fix F.normalize usage in SSD #116

  • Fix bug in EfficientNet and Res2Net #122

  • Fix error pretrained weight usage in vit_small_patch32_384 and res2net50_48w_2s #128

Improvements

  • Refator trunc_normal_ and linspace usage in Swin-T, Cross-Former, PVT and CSWin models #100

  • Refator Vision Transformer model #115

  • Refine flowvision.models.ModelCreator to support ModelCreator.model_list func #123

  • Refator README #124

  • Refine load_state_dict_from_url in flowvision.models.utils to support downloading pretrained weights to cache dir ~/.oneflow/flowvision_cache #127

  • Rebuild a cleaner model zoo and test all the model with pretrained weights released in flowvision #128

Docs Update

  • Update Vision Transformer docs #115

  • Add Getting Started docs #124

  • Add resmlp_12_224_dino docs #128

  • Fix VGG docs bug #128

Contributors

A total of 5 developers contributed to this release. Thanks @rentainhe, @simonJJJ, @kaijieshi7, @lixiang007666, @Ldpe2G