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93 Commits (833066b540ca097e111dfcd4bf493cb4f0902e15)

Author SHA1 Message Date
Ross Wightman 833066b540 A few minor things in SplitBN
5 years ago
Ross Wightman 7547119891 Add SplitBatchNorm. AugMix, Rand/AutoAugment, Split (Aux) BatchNorm, Jensen-Shannon Divergence, RandomErasing all working together
5 years ago
Ross Wightman 2e955cfd0c Update RandomErasing with some improved arg names, tweak to aspect range
5 years ago
Ross Wightman 3cc0f91e23 Fix augmix variable name scope overlap, default non-blended mode
5 years ago
Ross Wightman 3afc2a4dc0 Some cleanup/improvements to AugMix impl:
5 years ago
Ross Wightman 232ab7fb12 Working on an implementation of AugMix with JensenShannonDivergence loss that's compatible with my AutoAugment and RandAugment impl
5 years ago
Ross Wightman a435ea1327 Change reduce_bn to distribute_bn, add ability to choose between broadcast and reduce (mean). Add crop_pct arg to allow selecting validation crop while training.
5 years ago
Ross Wightman 3bff2b21dc Add support for keeping running bn stats the same across distributed training nodes before eval/save
5 years ago
Ross Wightman 0161de0127 Switch RandoErasing back to on GPU normal sampling
5 years ago
Ross Wightman ff421e5e09 New PyTorch trained EfficientNet-B2 weights with my RandAugment impl
5 years ago
Ross Wightman 3bef524f9c Finish with HRNet, weights and models updated. Improve consistency in model classifier/global pool treatment.
5 years ago
Ross Wightman 6ca0828166 Update EfficientNet comments, MobileNetV3 non-TF create fns, fix factory arg checks, bump PyTorch version req to 1.2
5 years ago
Ross Wightman eccbadca74 Update EfficientNet comments
5 years ago
Ross Wightman 902d32fb16 Renamed gen_efficientnet.py -> efficientnet.py
5 years ago
Ross Wightman 5a0a8de7e3 ResNet updates:
5 years ago
Ross Wightman a39cc43374 Bring EfficientNet and MobileNetV3 up to date with my gen-efficientnet repo
5 years ago
Ross Wightman ad93347548 Initial HRNet classification model commit
5 years ago
Ross Wightman 2393708650 Missed stashing of out_indices in model
5 years ago
Ross Wightman 35e8f0c5e7 Fixup a few comments, add PyTorch version aware Flatten and finish as_sequential for GenEfficientNet
5 years ago
Ross Wightman 7ac6db4543 Missed activations.py
5 years ago
Ross Wightman 506df0e3d0 Add CondConv support for EfficientNet into WIP for GenEfficientNet Feature extraction setup
5 years ago
Ross Wightman 576d360f20 Bring in JIT version of optimized swish activation from gen_efficientnet as default (while working on feature extraction functionality here).
5 years ago
Ross Wightman 7b83e67f77 Pass drop connect arg through to EfficientNet models
5 years ago
Ross Wightman 31453b039e Update Auto/RandAugment comments, README, more.
5 years ago
Ross Wightman 4243f076f1 Adding RandAugment to AutoAugment impl, some tweaks to AA included
5 years ago
Ross Wightman 0d58c50fb1 Add TF RandAug weights for B5/B7 EfficientNet models.
5 years ago
Ross Wightman c099374771 Map pretrained checkpoint to cpu to avoid issue with some pretrained checkpoints still having CUDA tensors. Fixes #42
5 years ago
Ross Wightman b93fcf0708 Add Facebook Research Semi-Supervised and Semi-Weakly Supervised ResNet model weights.
5 years ago
Ross Wightman a9eb484835 Add memory efficient Swish impl
5 years ago
rwightman d3ba34ee7e Fix Mobilenet V3 model name for sotabench. Minor res2net cleanup.
5 years ago
Ross Wightman 2680ad14bb Add Res2Net and DLA to README
5 years ago
rwightman adbf770f16 Add Res2Net and DLA models w/ pretrained weights. Update sotabench.
5 years ago
Ross Wightman 4002c0d4ce Fix AutoAugment abs translate calc
5 years ago
Ross Wightman c06274e5a2 Add note on random selection of magnitude value
5 years ago
Ross Wightman b750b76f67 More AutoAugment work. Ready to roll...
5 years ago
Ross Wightman 25d2088d9e Working on auto-augment
5 years ago
Ross Wightman aff194f42c
Merge pull request #32 from rwightman/opt
5 years ago
Ross Wightman 64966f61f7 Add Nvidia's NovogGrad impl from Jasper (cleaner/faster than current) and Apex Fused optimizers
5 years ago
Ross Wightman 3d9c8a6489 Add support for new AMP checkpointing support w/ amp.state_dict
5 years ago
Ross Wightman ba3c97c3ad Some Lookahead cleanup and fixes
5 years ago
Ross Wightman e9d2ec4d8e
Merge pull request #31 from rwightman/opt
5 years ago
Ross Wightman fac58f609a Add RAdam, NovoGrad, Lookahead, and AdamW optimizers, a few ResNet tweaks and scheduler factory tweak.
5 years ago
Ross Wightman 81875d52a6 Update sotabench model list, add Mean-Max pooling DPN variants, disable download progress
5 years ago
Ross Wightman f37e633e9b Merge remote-tracking branch 'origin/re-exp' into opt
5 years ago
Ross Wightman b06dce8d71 Bump version for next push to pypi
5 years ago
Ross Wightman 73fbd97ed4 Add weights for my MixNet-XL creation, include README updates for EdgeTPU models
5 years ago
Ross Wightman 51a2375b0c Experimenting with a custom MixNet-XL and MixNet-XXL definition
5 years ago
Ross Wightman 9ec6824bab Finally got around to adding EdgeTPU EfficientNet variant
5 years ago
Ross Wightman daeaa113e2 Add initial sotabench attempt. Split create_transform out of create_loader. Update requirements.txt
5 years ago
Ross Wightman 66634d2200 Add support to split random erasing blocks into randomly selected number with --recount arg. Fix random selection of aspect ratios.
5 years ago