Ross Wightman
eb7653614f
Monster commit, activation refactor, VoVNet, norm_act improvements, more
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* refactor activations into basic PyTorch, jit scripted, and memory efficient custom auto
* implement hard-mish, better grad for hard-swish
* add initial VovNet V1/V2 impl, fix #151
* VovNet and DenseNet first models to use NormAct layers (support BatchNormAct2d, EvoNorm, InplaceIABN)
* Wrap IABN for any models that use it
* make more models torchscript compatible (DPN, PNasNet, Res2Net, SelecSLS) and add tests
5 years ago
Ross Wightman
0ea53cecc3
Merge branch 'master' into densenet_update_and_more
5 years ago
Ross Wightman
6441e9cc1b
Fix memory_efficient mode for DenseNets. Add AntiAliasing (Blur) support for DenseNets and create one test model. Add lr cycle/mul params to train args.
5 years ago
Ross Wightman
afb6bd0669
Add backward and default_cfg tests and fix a few issues found. Fix #153
5 years ago
Ross Wightman
50658b9a67
Add RegNet models and weights
5 years ago
Ross Wightman
7df83258c9
Merge branch 'master' into densenet_update_and_more
5 years ago
Ross Wightman
1904ed8fec
Improve dropblock impl, add fast variant, and better AMP speed, inplace, batchwise... few ResNeSt cleanups
5 years ago
Ross Wightman
17270c69b9
Remove annoying InceptionV3 dependency on scipy and insanely slow trunc_norm init. Bring InceptionV3 code into this codebase and use upcoming torch trunch_norm_ init.
5 years ago
Ross Wightman
c4ca016656
Merge pull request #145 from rwightman/resnest
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ResNeSt
5 years ago
Ross Wightman
208e7912f7
Missed one of the abalation model entrypoints, update README
5 years ago
Ross Wightman
9cc289f18c
Exclude EfficientNet-L2 models from test
5 years ago
Ross Wightman
2f884a0ce5
Add resnest14, resnest26, and two of the abalation grouped resnest50 models
5 years ago
Ross Wightman
f4cdc2ac31
Add ResNeSt models
5 years ago
Ross Wightman
780860d140
Add norm_act factory method, move JIT of norm layers to factory
5 years ago
Ross Wightman
14edacdf9a
DenseNet converted to support ABN (norm + act) modules. Experimenting with EvoNorm, IABN
5 years ago
Ross Wightman
022ed001f3
Update DenseNet to latest in Torchvision (torchscript compat, checkpointing, proper init). Start adding ehanced configurability, stem options...
5 years ago
Vyacheslav Shults
a7ebe09029
Replace all None by nn.Identity() in all models reset_classifier when False-values num_classes is given.
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Make small code refactoring
5 years ago
Vyacheslav Shults
f0eb021620
Replace all None by nn.Identity() in HRNet modules
5 years ago
Ross Wightman
8d8677e03b
Fix #139 . Broken SKResNets after BlurPool addition, as a plus, SKResNets support AA now too.
5 years ago
AFLALO, Jonathan Isaac
9c15d57505
added efficientnet pruned weights
5 years ago
Ross Wightman
ea300709f0
Fix model create fn not passing num_classes through. Fix #135
5 years ago
Ross Wightman
2c438c4e0d
Merge branch 'master' of github.com:rwightman/pytorch-models
5 years ago
Ross Wightman
2681a8d618
Final blurpool2d cleanup and add resnetblur50 weights, match tresnet Downsample arg order to BlurPool2d for interop
5 years ago
Ross Wightman
9590f301a9
Merge branch 'blur' of https://github.com/VRandme/pytorch-image-models into VRandme-blur
5 years ago
Ross Wightman
a5220ad3aa
Merge pull request #125 from Separius/patch-1
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fix typo in eca
5 years ago
Ross Wightman
0834fbc01c
Move pruned model adapt strings to separate txt files. A few minor formatting alignment tweaks.
5 years ago
Ross Wightman
ba793f5c1c
Merge branch 'adding_ECA_resnet' of https://github.com/yoniaflalo/pytorch-image-models into yoniaflalo-adding_ECA_resnet
5 years ago
AFLALO, Jonathan Isaac
07f19dd699
added eca resnet
5 years ago
Ross Wightman
be7c784d21
Small TResNet simplification, just use SelectAdaptivePool, don't notice any perf difference
5 years ago
Ross Wightman
e3a98171b2
Remove some CRLF that made it into TResNet merge
5 years ago
Ross Wightman
0004f37d25
Some TResNet cleanup.
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* allow use of global pool arg, test-time-pooling
* clean checkpoints to just contain state dict, add 448 res checkpoints
* support DataParallel via lazy filter creation for JIT Downsample
* some minor formatting (mostly alignment) preferences
5 years ago
Sepehr Sameni
20290b5b56
fix typo in eca
5 years ago
Ross Wightman
ebf82b84ac
Merge pull request #122 from mrT23/master
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TResNet models
5 years ago
Alexey Chernov
bdb165a8a4
Merge changes in feature extraction interface to MobileNetV3
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Experimental feature extraction interface seems to be changed
a little bit with the most up to date version apparently found
in EfficientNet class. Here these changes are added to
MobileNetV3 class to make it support it and work again, too.
5 years ago
talrid
8a63c1add8
finalizing
5 years ago
talrid
6209146738
TResNet models
5 years ago
Ross Wightman
1a8f5900ab
Update EfficientNet feature extraction for EfficientDet. Add needed MaxPoolSame as well.
5 years ago
Chris Ha
06a50a94a8
Fix minor typos in create_attn.py and resnet.py
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'eca'->'ceca'
and
doest not-> does not
5 years ago
Ross Wightman
1a9ab07307
One too many changes at a time, fix missing C
5 years ago
Ross Wightman
f17b42bc33
Blur filter no longer a buffer
5 years ago
Ross Wightman
6cdeca24a3
Some cleanup and fixes for initial BlurPool impl. Still some testing and tweaks to go...
5 years ago
Chris Ha
acd1b6cccd
Implement Functional Blur on resnet.py
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1. add ResNet argument blur=''
2. implement blur for maxpool and strided convs in downsampling blocks
5 years ago
Chris Ha
ce3d82b58b
Update blurpool.py
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clean up code for PR
5 years ago
Chris Ha
3a287a6e76
Create blurpool.py
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Initial implementation of blur layer.
currently tests as correct against Downsample of original github
5 years ago
Ross Wightman
c99a5abed4
Merge pull request #115 from rwightman/mobilenetv2-experiment
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MobileNet-V2 experiments
5 years ago
Ross Wightman
e34074b4da
Add final weights for MobileNet-V2 experiments
5 years ago
Ross Wightman
a6a5565de7
Fiddling...
5 years ago
Ross Wightman
5a16c533ff
Add better resnext50_32x4d weights trained by andravin
5 years ago
Ross Wightman
bc998cad91
Experimenting with some MobileNetV2 variations to compare against EfficientNet-Lite
5 years ago
Ross Wightman
3406e582cf
Add EfficientNet-Lite results, update README
5 years ago