├── .gitignore ├── README.md ├── assets └── teaser_website_wistia.png ├── data ├── armadillo.obj ├── cow.obj ├── crate.obj ├── generator.obj └── robotdog.obj ├── dataio.py ├── diff_operators.py ├── eval.py ├── experiment_scripts ├── __init__.py └── train_sdf.py ├── loss_functions.py ├── modules.py ├── requirements.txt ├── scripts ├── train_finer.sh ├── train_fourier.sh ├── train_hashgrid.sh └── train_pet.sh ├── sdf_meshing.py ├── swin_transformer.py ├── third_party ├── __init__.py ├── custom_ops.py ├── dnnlib │ ├── __init__.py │ └── util.py ├── misc.py ├── ops │ ├── __init__.py │ ├── bias_act.cpp │ ├── bias_act.cu │ ├── bias_act.h │ ├── bias_act.py │ ├── grid_sample.cpp │ ├── grid_sample.cu │ ├── grid_sample.py │ ├── grid_sample_gradfix.py │ ├── gridsample_cuda.cpp │ └── gridsample_cuda.cu └── pytorch_ssim │ └── __init__.py ├── torchmeta ├── __init__.py ├── datasets │ ├── __init__.py │ ├── assets │ │ ├── cifar100 │ │ │ ├── cifar-fs │ │ │ │ ├── test.json │ │ │ │ ├── train.json │ │ │ │ └── val.json │ │ │ └── fc100 │ │ │ │ ├── test.json │ │ │ │ ├── train.json │ │ │ │ └── val.json │ │ ├── cub │ │ │ ├── test.json │ │ │ ├── train.json │ │ │ └── val.json │ │ ├── doublemnist │ │ │ ├── test.json │ │ │ ├── train.json │ │ │ └── val.json │ │ ├── omniglot │ │ │ ├── test.json │ │ │ ├── train.json │ │ │ └── val.json │ │ ├── tcga │ │ │ ├── cancers.json │ │ │ ├── task_variables.json │ │ │ ├── test.json │ │ │ ├── train.json │ │ │ └── val.json │ │ └── triplemnist │ │ │ ├── test.json │ │ │ ├── train.json │ │ │ └── val.json │ ├── cifar100 │ │ ├── __init__.py │ │ ├── base.py │ │ ├── cifar_fs.py │ │ └── fc100.py │ ├── cub.py │ ├── doublemnist.py │ ├── helpers.py │ ├── miniimagenet.py │ ├── omniglot.py │ ├── tcga.py │ ├── tieredimagenet.py │ ├── triplemnist.py │ └── utils.py ├── modules │ ├── __init__.py │ ├── batchnorm.py │ ├── container.py │ ├── conv.py │ ├── linear.py │ ├── module.py │ ├── normalization.py │ └── utils.py ├── tests │ ├── __init__.py │ ├── test_dataloaders.py │ ├── test_prototype.py │ ├── test_splitters.py │ └── test_toy.py ├── toy │ ├── __init__.py │ ├── harmonic.py │ ├── helpers.py │ ├── sinusoid.py │ └── sinusoid_line.py ├── transforms │ ├── __init__.py │ ├── augmentations.py │ ├── categorical.py │ ├── splitters.py │ ├── target_transforms.py │ └── utils.py ├── utils │ ├── __init__.py │ ├── data │ │ ├── __init__.py │ │ ├── dataloader.py │ │ ├── dataset.py │ │ ├── sampler.py │ │ └── task.py │ ├── metrics.py │ └── prototype.py └── version.py ├── training.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iszihan/stochastic-preconditioning/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iszihan/stochastic-preconditioning/HEAD/README.md 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