Ross Wightman
8f4a0222ed
Add GMixer-24 MLP model weights, trained w/ TPU + PyTorch XLA
4 years ago
Ross Wightman
b319eb5b5d
Update ViT weights, more details to be added before merge.
4 years ago
Ross Wightman
8257b86550
Fix up resnetv2 bit/bitm model default res
4 years ago
Ross Wightman
1228f5a3d8
Add BiT distilled 50x1 and teacher 152x2 models from 'A good teacher is patient and consistent' paper.
4 years ago
Ross Wightman
511a8e8c96
Add official ResMLP weights.
4 years ago
Ross Wightman
b9cfb64412
Support npz custom load for vision transformer hybrid models. Add posembed rescale for npz load.
4 years ago
Ross Wightman
8319e0c373
Add file docstring to std_conv.py
4 years ago
Ross Wightman
4d96165989
Merge branch 'master' into cleanup_xla_model_fixes
4 years ago
Ross Wightman
8880f696b6
Refactoring, cleanup, improved test coverage.
...
* Add eca_nfnet_l2 weights, 84.7 @ 384x384
* All 'non-std' (ie transformer / mlp) models have classifier / default_cfg test added
* Fix #694 reset_classifer / num_features / forward_features / num_classes=0 consistency for transformer / mlp models
* Add direct loading of npz to vision transformer (pure transformer so far, hybrid to come)
* Rename vit_deit* to deit_*
* Remove some deprecated vit hybrid model defs
* Clean up classifier flatten for conv classifiers and unusual cases (mobilenetv3/ghostnet)
* Remove explicit model fns for levit conv, just pass in arg
4 years ago
Ross Wightman
ba2ca4b464
One codepath for stdconv, switch layernorm to batchnorm so gain included. Tweak epsilon values for nfnet, resnetv2, vit hybrid.
4 years ago
Ross Wightman
b7a568f065
Fix torchscript issue in bat
4 years ago
Ross Wightman
d17b374f0f
Minimum input_size needed to be higher
4 years ago
Ross Wightman
b3b90d944d
Add min_input_size to bat_resnext to prevent test breakage.
4 years ago
Ross Wightman
d413eef1bf
Add ResMLP-24 model weights that I trained in PyTorch XLA on TPU-VM. 79.2 top-1.
4 years ago
Ross Wightman
10d8fa4620
Add gc and bat attention resnext26ts variants to byob for test.
4 years ago
Ross Wightman
2f5ed2dec1
Update `init_values` const for 24 and 36 layer ResMLP models
4 years ago
Ross Wightman
8e4ac3549f
All ScaledStdConv and StdConv uses default to using F.layernorm so that they work with PyTorch XLA. eps value tweaking is a WIP.
4 years ago
Ross Wightman
2a63d0246b
Post merge cleanup
4 years ago
Ross Wightman
45dec179e5
Merge pull request #681 from lmk123568/master
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Update convit.py
4 years ago
Dongyoon Han
ded1671483
Fix stochastic depth working only with a shortcut
4 years ago
Mike
b87d98b238
Update convit.py
...
Cut out the duplicates
4 years ago
Ross Wightman
bda8ab015a
Remove min channels for SelectiveKernel, divisor should cover cases well enough.
4 years ago
Ross Wightman
a27f4aec4a
Missed args for skresnext w/ refactoring.
4 years ago
Ross Wightman
307a935b79
Add non-local and BAT attention. Merge attn and self-attn factories into one. Add attention references to README. Add mlp 'mode' to ECA.
4 years ago
Ross Wightman
8bf63b6c6c
Able to use other attn layer in EfficientNet now. Create test ECA + GC B0 configs. Make ECA more configurable.
4 years ago
Ross Wightman
bcec14d3b5
Bring EfficientNet SE layer in line with others, pull se_ratio outside of blocks. Allows swapping w/ other attn layers.
4 years ago
Ross Wightman
9611458e19
Throw in some FBNetV3 code I had lying around, some refactoring of SE reduction channel calcs for all EffNet archs.
4 years ago
Ross Wightman
01b9108619
Merge branch 'master' into more_attn
4 years ago
Ross Wightman
d7bab8a6c5
Fix strict flag change for checkpoint load.
4 years ago
Ross Wightman
02f9d4bc34
Add weights for resnet51q model, add 61q def.
4 years ago
Ross Wightman
f615474be3
Fix broken test, repvgg block doesn't have attn_last attr.
4 years ago
Ross Wightman
742c2d5247
Add Gather-Excite and Global Context attn modules. Refactor existing SE-like attn for consistency and refactor byob/byoanet for less redundancy.
4 years ago
Ross Wightman
9c78de8c02
Fix #661 , move hardswish out of default args for LeViT. Enable native torch support for hardswish, hardsigmoid, mish if present.
4 years ago
Ross Wightman
5db7452173
Fix visformer in_chans stem handling
4 years ago
Ross Wightman
11ae795e99
Redo LeViT attention bias caching in a way that works with both torchscript and DataParallel
4 years ago
Ross Wightman
d400f1dbdd
Filter test models before creation for backward/torchscript tests
4 years ago
Ross Wightman
c4572cc5aa
Add Visformer-small weighs, tweak torchscript jit test img size.
4 years ago
Ross Wightman
bfc72f75d3
Expand scope of testing for non-std vision transformer / mlp models. Some related cleanup and create fn cleanup for all vision transformer and mlp models. More CoaT weights.
4 years ago
Ross Wightman
18bf520ad1
Add eca_nfnet_l2/l3 defs for future training
4 years ago
Ross Wightman
f45de37690
Merge branch 'master' into levit_visformer_rednet
4 years ago
Ross Wightman
23c18a33e4
Add efficientnetv2_rw_m weights trained in PyTorch. 84.8 top-1 @ 416 test. 53M params.
4 years ago
Ross Wightman
c2ba229d99
Prep for effcientnetv2_rw_m model weights that started training before official release..
4 years ago
Ross Wightman
30b9880d06
Minor adjustment, mutable default arg, extra check of valid len...
4 years ago
Ross Wightman
be0abfbcce
Merge branch 'master' of https://github.com/alexander-soare/pytorch-image-models into alexander-soare-master
4 years ago
Ross Wightman
b7de82e835
ConViT cleanup, fix torchscript, bit of reformatting, reuse existing layers.
4 years ago
Ross Wightman
306c86b668
Merge branch 'convit' of https://github.com/amaarora/pytorch-image-models into amaarora-convit
4 years ago
Ross Wightman
a569635045
Update twin weights to a copy in GitHub releases for faster dl. Tweak model class comment.
4 years ago
Ross Wightman
be99eef9c1
Remove redundant code, cleanup, fix torchscript.
4 years ago
Ross Wightman
5ab372a3ec
Merge branch 'master' of https://github.com/abcdvzz/pytorch-image-models into abcdvzz-master
4 years ago
Aman Arora
5db1eb6ba5
Add defaults
4 years ago