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Commits on May 14, 2019

• Mixup implemention in progress

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Commits on May 11, 2019

• Fix efficient head for MobileNetV3

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• A few MobileNetV3 tweaks

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• More appropriate name for se channel

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• Add MobileNetV3 and associated changes hard-swish, hard-sigmoid, efficient head, etc

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Commits on Apr 29, 2019

• Add the url for tflite mnasnet ported weights

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• Update README.md

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• Add support for tflite mnasnet pretrained weights and included spnasnet pretrained weights of my own.

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Commits on Apr 23, 2019

• Make genmobilenet weight init switchable, fix fan_out in google style linear init

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• Add distributed sampler that maintains order of original dataset (for validation)

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• Exclude batchnorm and bias params from weight_decay by default

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Commits on Apr 22, 2019

• Add Single-Path NAS pixel1 model

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• Update a few GenMobileNet comments

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Commits on Apr 21, 2019

• Update README.md

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• Morph mnasnet impl into a generic mobilenet that covers Mnasnet, MobileNetV1/V2, ChamNet, FBNet, and related

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Commits on Apr 18, 2019

• Fix pooling in mnasnet, more sensible default for AMP opt level

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Commits on Apr 15, 2019

• Prep mnasnet for pretrained models, use the select global pool, some comment mistakes

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• Add MNASNet A1, B1, and Small models as per the TF impl. Testing/training in progress...

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• Fix missing cfg key check

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Commits on Apr 14, 2019

• Update README.md

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• Update README.md

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• Create README.md

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• Add seresnet26_32x4d cfg and weights + interpolation str->PIL enum fn

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Commits on Apr 13, 2019

• Loader tweaks

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• Add pretrained weights for seresnet18

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• Add checkpoint clean script, add link to pretrained resnext50 weights

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• Fix small bug in seresnet input size and eval transform handling of img size

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• Update a few comment, add some references

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• Add per model crop pct, interpolation defaults, tie it all together

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Commits on Apr 12, 2019

• Random erasing crash fix and args pass through

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• Uniform pretrained model handling.

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Commits on Apr 10, 2019

• Merge branch 'master' of github.com:rwightman/pytorch-models

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• Lots of refactoring and cleanup.

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Commits on Apr 7, 2019

• Cleanup CheckpointSaver, add support for increasing or decreasing metric, switch to prec1 metric in train loop

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Commits on Apr 6, 2019

• Add common model interface to pnasnet and xception, update factory

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