Ross Wightman
a45b4bce9a
x and xx small edgenext models do benefit from larger test input size
2 years ago
Ross Wightman
a8e34051c1
Unbreak gamma remap impacting beit checkpoint load, version bump to 0.6.4
2 years ago
Ross Wightman
1ccce50d48
Merge pull request #1327 from rwightman/edgenext_csp_and_more
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EdgeNeXt, additional DarkNets, and more
2 years ago
Ross Wightman
1c5cb819f9
bump version to 0.6.3 before merge
2 years ago
Ross Wightman
a1cb25066e
Add edgnext_small_rw weights trained with swin like recipe. Better than original 'small' but not the recent 'USI' distilled weights.
2 years ago
Ross Wightman
7c7ecd2492
Add --use-train-size flag to force use of train input_size (over test input size) for validation. Default test-time pooling to use train input size (fixes issues).
2 years ago
Ross Wightman
ce65a7b29f
Update vit_relpos w/ some additional weights, some cleanup to match recent vit updates, more MLP log coord experiments.
2 years ago
Ross Wightman
58621723bd
Add CrossStage3 DarkNet (cs3) weights
2 years ago
Ross Wightman
9be0c84715
Change set -> dict w/ None keys for dataset split synonym search, so always consistent if more than 1 exists. Fix #1224
2 years ago
Ross Wightman
4670d375c6
Reorg benchmark.py import
2 years ago
Ross Wightman
2456223052
Merge pull request #1336 from xwang233/add-local-rank
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Make train.py compatible with torchrun
2 years ago
Ross Wightman
500c190860
Add --aot-autograd (functorch efficient mem fusion) support to validate.py
2 years ago
Ross Wightman
28e0152043
Add --no-retry flag to benchmark.py to skip batch_size decay and retry on error. Fix #1226 . Update deepspeed profile usage for latest DS releases. Fix # 1333
2 years ago
Xiao Wang
11060f84c5
make train.py compatible with torchrun
2 years ago
Ross Wightman
db0cee9910
Refactor cspnet configuration using dataclasses, update feature extraction for new cs3 variants.
2 years ago
Ross Wightman
eca09b8642
Add MobileVitV2 support. Fix #1332 . Move GroupNorm1 to common layers (used in poolformer + mobilevitv2). Keep ol custom ConvNeXt LayerNorm2d impl as LayerNormExp2d for reference.
2 years ago
Ross Wightman
06307b8b41
Remove experimental downsample in block support in ConvNeXt. Experiment further before keeping it in.
2 years ago
Ross Wightman
bfc0dccb0e
Improve image extension handling, add methods to modify / get defaults. Fix #1335 fix #1274 .
2 years ago
Ross Wightman
7d4b3807d5
Support DeiT-3 (Revenge of the ViT) checkpoints. Add non-overlapping (w/ class token) pos-embed support to vit.
2 years ago
Ross Wightman
d0c5bd5722
Rename cs2->cs3 for darknets. Fix features_only for cs3 darknets.
2 years ago
Ross Wightman
d765305821
Remove first_conv for resnetaa50 def
2 years ago
Ross Wightman
dd9b8f57c4
Add feature_info to edgenext for features_only support, hopefully fix some fx / test errors
2 years ago
Ross Wightman
377e9bfa21
Add TPU trained darknet53 weights. Add mising pretrain_cfg for some csp/darknet models.
2 years ago
Ross Wightman
c170ba3173
Add weights for resnet10t, resnet14t, and resnetaa50 models. Fix #1314
2 years ago
Ross Wightman
188c194b0f
Left some experiment stem code in convnext by mistake
2 years ago
Ross Wightman
70d6d2c484
support test_crop_size in data config resolve
2 years ago
Ross Wightman
6064d16a2d
Add initial EdgeNeXt import. Significant cleanup / reorg (like ConvNeXt). Fix #1320
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* edgenext refactored for torchscript compat, stage base organization
* slight refactor of ConvNeXt to match some EdgeNeXt additions
* remove use of funky LayerNorm layer in ConvNeXt and just use nn.LayerNorm and LayerNorm2d (permute)
2 years ago
Ross Wightman
7a9c6811c9
Add eps arg to LayerNorm2d, add 'tf' (tensorflow) variant of trunc_normal_ that applies scale/shift after sampling (instead of needing to move a/b)
2 years ago
Ross Wightman
82c311d082
Add more experimental darknet and 'cs2' darknet variants (different cross stage setup, closer to newer YOLO backbones) for train trials.
2 years ago
Ross Wightman
a050fde5cd
Add resnet10t (basic block) and resnet14t (bottleneck) with 1,1,1,1 repeats
2 years ago
Ross Wightman
34f382f8f6
move dataconfig before script, scripting killing metadata now (PyTorch 1.12? just nvfuser?)
2 years ago
Ross Wightman
beef62e7ab
Merge pull request #1317 from rwightman/fixes-syncbn_pretrain_cfg_resolve
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Fix SyncBatchNorm for BatchNormAc2d, improve resolve_pretrained_cfg behaviour, other mix fixes.
2 years ago
Ross Wightman
e6d7df40ec
no longer a point using kwargs for pretrain_cfg resolve, just pass explicit arg
2 years ago
Ross Wightman
a29fba307d
disable dist_bn when sync_bn active
2 years ago
Ross Wightman
07d0c4ae96
Improve repr for DropPath module
2 years ago
Ross Wightman
e27c16b8a0
Remove unecessary code for synbn guard
2 years ago
Ross Wightman
0da3c9ebbf
Remove SiLU layer in default args that breaks import on old old PyTorch
2 years ago
Ross Wightman
7d657d2ef4
Improve resolve_pretrained_cfg behaviour when no cfg exists, warn instead of crash. Improve usability ex #1311
2 years ago
Ross Wightman
879df47c0a
Support BatchNormAct2d for sync-bn use. Fix #1254
2 years ago
Ross Wightman
7cedc8d474
Follow up to #1256 , fix interpolation warning in auto_autoaugment as well
2 years ago
Ross Wightman
037e5e6c09
Fix #1309 , move wandb init after distributed init, only init on rank == 0 process
2 years ago
Jakub Kaczmarzyk
9e12530433
use utils namespace instead of function/classnames
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This fixes buggy behavior introduced by
https://github.com/rwightman/pytorch-image-models/pull/1266 .
Related to https://github.com/rwightman/pytorch-image-models/pull/1273 .
2 years ago
Jakub Kaczmarzyk
db64393c0d
use `Image.Resampling` namespace for PIL mapping ( #1256 )
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* use `Image.Resampling` namespace for PIL mapping
PIL shows a deprecation warning when accessing resampling constants via the `Image` namespace. The suggested namespace is `Image.Resampling`. This commit updates `_pil_interpolation_to_str` to use the `Image.Resampling` namespace.
```
/tmp/ipykernel_11959/698124036.py:2: DeprecationWarning: NEAREST is deprecated and will be removed in Pillow 10 (2023-07-01). Use Resampling.NEAREST or Dither.NONE instead.
Image.NEAREST: 'nearest',
/tmp/ipykernel_11959/698124036.py:3: DeprecationWarning: BILINEAR is deprecated and will be removed in Pillow 10 (2023-07-01). Use Resampling.BILINEAR instead.
Image.BILINEAR: 'bilinear',
/tmp/ipykernel_11959/698124036.py:4: DeprecationWarning: BICUBIC is deprecated and will be removed in Pillow 10 (2023-07-01). Use Resampling.BICUBIC instead.
Image.BICUBIC: 'bicubic',
/tmp/ipykernel_11959/698124036.py:5: DeprecationWarning: BOX is deprecated and will be removed in Pillow 10 (2023-07-01). Use Resampling.BOX instead.
Image.BOX: 'box',
/tmp/ipykernel_11959/698124036.py:6: DeprecationWarning: HAMMING is deprecated and will be removed in Pillow 10 (2023-07-01). Use Resampling.HAMMING instead.
Image.HAMMING: 'hamming',
/tmp/ipykernel_11959/698124036.py:7: DeprecationWarning: LANCZOS is deprecated and will be removed in Pillow 10 (2023-07-01). Use Resampling.LANCZOS instead.
Image.LANCZOS: 'lanczos',
```
* use new pillow resampling enum only if it exists
2 years ago
Ross Wightman
db8e33c69f
Merge pull request #1294 from xwang233/add-aot-autograd
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Add AOT Autograd support
2 years ago
Ross Wightman
2d7ab06503
Move aot-autograd opt after model metadata used to setup data config in benchmark.py
2 years ago
Xiao Wang
ca991c1fa5
add --aot-autograd
2 years ago
Ross Wightman
e4360e6125
Merge pull request #1270 from developer0hye/patch-1
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fix a function parameter typo(cropt_pct -> crop_pct)
2 years ago
Yonghye Kwon
57f8361a01
fix a function parameter typo(cropt_pct -> crop_pct)
2 years ago
Ross Wightman
fd360ac951
Merge pull request #1266 from kaczmarj/enh/no-star-imports
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ENH: replace star imports with imported names in train.py
3 years ago
Ross Wightman
004fb5f8c4
Merge pull request #1265 from kaczmarj/enh/argparse-groups
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ENH: use argparse groups in training script
3 years ago