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779 Commits (94bcdebd73c9a5bc77789d3f82ab92ed528aee32)

Author SHA1 Message Date
Ross Wightman 94bcdebd73 Add latest weights trained on TPU-v3 VM instances
2 years ago
Ross Wightman 0557c8257d Fix bug introduced in non layer_decay weight_decay application. Remove debug print, fix arg desc.
2 years ago
Ross Wightman 372ad5fa0d Significant model refactor and additions:
2 years ago
Ross Wightman 2c3870e107 semobilevit_s for good measure
2 years ago
Ross Wightman bcaeb91b03 Version to 0.6.0, possible interface incompatibilities vs 0.5.x
2 years ago
Ross Wightman 58ba49c8ef Add MobileViT models (w/ ByobNet base). Close #1038.
2 years ago
Ross Wightman 5f81d4de23 Move DeiT to own file, vit getting crowded. Working towards fixing #1029, make pooling interface for transformers and mlp closer to convnets. Still working through some details...
2 years ago
Ross Wightman 95cfc9b3e8 Merge remote-tracking branch 'origin/master' into norm_norm_norm
2 years ago
Ross Wightman abc9ba2544 Transitioning default_cfg -> pretrained_cfg. Improving handling of pretrained_cfg source (HF-Hub, files, timm config, etc). Checkpoint handling tweaks.
2 years ago
Ross Wightman 07379c6d5d Add vit_base2_patch32_256 for a model between base_patch16 and patch32 with a slightly larger img size and width
2 years ago
Ross Wightman 447677616f version 0.5.5
2 years ago
Ross Wightman 83b40c5a58 Last batch of small model weights (for now). mobilenetv3_small 050/075/100 and updated mnasnet_small with lambc/lamb optimizer.
2 years ago
Mi-Peng cdcd0a92ca fix lars
2 years ago
Ross Wightman 1aa617cb3b Add AvgPool2d anti-aliasing support to ResNet arch (as per OpenAI CLIP models), add a few blur aa models as well
2 years ago
Ross Wightman f0f9eccda8 Add --fuser arg to train/validate/benchmark scripts to select jit fuser type
3 years ago
Ross Wightman 010b486590 Add Dino pretrained weights (no head) for vit models. Add support to tests and helpers for models w/ no classifier (num_classes=0 in pretrained cfg)
3 years ago
Ross Wightman 738a9cd635 unbiased=False for torch.var_mean path of ConvNeXt LN. Fix #1090
3 years ago
Ross Wightman e0c4eec4b6 Default conv_mlp to False across the board for ConvNeXt, causing issues on more setups than it's improving right now...
3 years ago
Ross Wightman b669f4a588 Add ConvNeXt 22k->1k fine-tuned and 384 22k-1k fine-tuned weights after testing
3 years ago
Ross Wightman e967c72875 Update REAMDE.md. Sneak in g/G (giant / gigantic?) ViT defs from scaling paper
3 years ago
Ross Wightman 9ca3437178 Add some more small model weights lcnet, mnas, mnv2
3 years ago
Ross Wightman fa6463c936 Version 0.5.4
3 years ago
Ross Wightman fa81164378 Fix stem width for really small mobilenetv3 arch defs
3 years ago
Ross Wightman edd3d73695 Add missing dropout for head reset in ConvNeXt default head
3 years ago
Ross Wightman b093dcb46d Some convnext cleanup, remove in place mul_ for gamma, breaking symbolic trace, cleanup head a bit...
3 years ago
Ross Wightman 18934debc5 Add initial ConvNeXt impl (mods of official code)
3 years ago
Ross Wightman 656757d26b Fix MobileNetV2 head conv size for multiplier < 1.0. Add some missing modification copyrights, fix starting date of some old ones.
3 years ago
Ross Wightman ccfeb06936 Fix out_indices handling breakage, should have left as per vgg approach.
3 years ago
Ross Wightman a9f91483a6 Fix #1078, DarkNet has 6 feature maps. Make vgg and darknet out_indices handling/comments equivalent
3 years ago
Ross Wightman c21b21660d visformer supports spatial feat map, update pool_size in pretrained cfg to match
3 years ago
Ross Wightman 9c11dfd9cb Fix fbnetv3 pretrained cfg changes
3 years ago
Ross Wightman 1406cddc2e FBNetV3 timm trained weights added for b/d/g variants. Update version to 0.5.2 for pypi release.
3 years ago
Ross Wightman 02ae11e526 Leaving repeat aug sampler indices as tensor thrashes worker shared process memory
3 years ago
Ross Wightman 4df51f3932 Add lcnet_100 and mnasnet_small weights
3 years ago
Ross Wightman 5ccf682a8f Remove deprecated bn-tf train arg and create_model handler. Add evos/evob models back into fx test filter until norm_norm_norm branch merged.
3 years ago
Ross Wightman b9a715c86a Add more small model defs for MobileNetV3/V2/LCNet
3 years ago
Ross Wightman b27c21b09a Update drop_path and drop_block (fast impl) to be symbolically traceable, slightly faster
3 years ago
Ross Wightman 214c84a235 Disable use of timm nn.Linear wrapper since AMP autocast + torchscript use appears fixed
3 years ago
Ross Wightman de5fa791c6 Merge branch 'master' into norm_norm_norm
3 years ago
Ross Wightman 26ff57f953 Add more small model defs for MobileNetV3/V2/LCNet
3 years ago
Hyeongchan Kim a0b2657497
Use `torch.repeat_interleave()` to generate repeated indices faster (#1058)
3 years ago
Ross Wightman 450ac6a0f5 Post merge tinynet fixes for pool_size, feature extraction
3 years ago
Ross Wightman a04164cd75 Merge branch 'tinynet' of https://github.com/rsomani95/pytorch-image-models into rsomani95-tinynet
3 years ago
Ross Wightman 8a93ce6ee3 Fix regnetv/w tests, refactor regnet generator code a bit
3 years ago
Ross Wightman 4dec8c8087 Fix skip path regression for updated EfficientNet and RegNet def. Add Pre-Act RegNet support (experimental). Remove BN-TF flag. Add efficientnet_b0_g8_gn model.
3 years ago
Ross Wightman a52a614475 Remove layer experiment which should not have been added
3 years ago
Ross Wightman ab49d275de Significant norm update
3 years ago
Rahul Somani 31bcd36e46 add tinynet models
3 years ago
KAI ZHAO b4b8d1ec18 fix hard-coded strides
3 years ago
Ross Wightman d04f2f1377 Update drop_path and drop_block (fast impl) to be symbolically traceable, slightly faster
3 years ago