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Commits on Jul 28, 2019

• Experimenting with random erasing changes

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Commits on Jul 26, 2019

• Make min-lr and cooldown-epochs cmdline args, change dash in color_jitter arg for consistency

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Commits on Jul 25, 2019

• Update version, results csv files, and move remaining dropbox weights to github

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• Add MixNet (https://arxiv.org/abs/1907.09595) with pretrained weights converted from Tensorflow impl

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• Add basic image folder style dataset to read directly out of tar files, example in validate.py

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Commits on Jul 22, 2019

• EfficientNet and related cleanup

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Commits on Jul 20, 2019

• Merge pull request #19 from rwightman/resnet-refactor

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• Add new results csv and update README with 3 new ResNet weight results

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Commits on Jul 19, 2019

• A bit more ResNet cleanup.

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• Add weights for ResNeXt50d model

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Commits on Jul 15, 2019

• Move ResNet additions for Gluon into main ResNet impl. Add ResNet-26 and ResNet-26d models with weights.

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Commits on Jul 7, 2019

• ImageNet-1k vs ImageNet-v2 comparison

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Commits on Jul 5, 2019

• Add explicit half/fp16 support to loader and validation script

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Commits on Jul 4, 2019

• Update README.md

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• Update README, bump version

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• Add result csv with summary of all pretrained models

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• Add crop_pct arg to validate, extra fields to csv output, 'all' filters pretrained

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• Fix typo in Densenet default resolutions

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• Add NASNet-Large model

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Commits on Jul 2, 2019

• Add .gitattributes

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Commits on Jul 1, 2019

• Grammar

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• Update EffResNetComparison.ipynb

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• Adjust notebook path

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• Update EffResNetComparison

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• EfficientNet vs ResNet comparison in Colaboratory

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Commits on Jun 30, 2019

• Register dpn107

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• Version 0.1.6

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• Fix DPN config keys that I broke

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Commits on Jun 29, 2019

• Merge pull request #16 from rwightman/misc-epoch

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• Add two comments back, fix typo

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• Bump version 0.1.4

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• Slight improvement in EfficientNet-B2 native PyTorch weights

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• Model updates. Add my best ResNet50 weights top-1=78.47. Add some other torchvision weights.

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• Switch random erasing to doing normal_() on CPU to avoid instability, remove a debug print

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Commits on Jun 28, 2019

• A number of tweaks to arguments, epoch handling, config

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