Path	Lines of Code
README.md	376
dataflux_pytorch/benchmark/checkpointing/multinode/README.md	133
dataflux_pytorch/benchmark/checkpointing/simulated/README.md	84
dataflux_pytorch/benchmark/checkpointing/singlenode/README.md	76
dataflux_pytorch/benchmark/requirements.txt	2
dataflux_pytorch/benchmark/standalone_dataloader/README.md	38
dataflux_pytorch/benchmark/standalone_dataloader/requirements.txt	20
demo/__init__.py	13
demo/checkpointing/README.md	34
demo/checkpointing/train.py	116
demo/image_segmentation/README.md	194
demo/image_segmentation/__init__.py	7
demo/image_segmentation/arguments.py	155
demo/image_segmentation/cluster.yaml	91
demo/image_segmentation/data_loader.py	121
demo/image_segmentation/model/__init__.py	6
demo/image_segmentation/model/layers.py	140
demo/image_segmentation/model/losses.py	95
demo/image_segmentation/model/unet3d.py	59
demo/image_segmentation/pytorch_loader.py	265
demo/image_segmentation/run_and_time.sh	45
demo/image_segmentation/submit.py	11
demo/image_segmentation/train.py	130
demo/lightning/Getting Started with Dataflux PyTorch Lightning Checkpoint with Google Cloud Storage.ipynb	200
demo/lightning/__init__.py	10
demo/lightning/checkpoint/__init__.py	7
demo/lightning/checkpoint/multinode/README.md	34
demo/lightning/checkpoint/multinode/__init__.py	7
demo/lightning/checkpoint/multinode/example-deploy.yaml	94
demo/lightning/checkpoint/multinode/strategies.py	225
demo/lightning/checkpoint/multinode/train.py	127
demo/lightning/checkpoint/requirements.txt	2
demo/lightning/checkpoint/simulated/llama2.py	189
demo/lightning/checkpoint/simulated/llama2_utils.py	98
demo/lightning/checkpoint/simulated/multiprocessing_train.py	206
demo/lightning/checkpoint/singlenode/README.md	44
demo/lightning/checkpoint/singlenode/example-deploy.yaml	88
demo/lightning/checkpoint/singlenode/train.py	87
demo/lightning/image_segmentation/README.md	211
demo/lightning/image_segmentation/arguments.py	170
demo/lightning/image_segmentation/data.py	46
demo/lightning/image_segmentation/dataset.py	67
demo/lightning/image_segmentation/deploy.yaml	71
demo/lightning/image_segmentation/model.py	43
demo/lightning/image_segmentation/requirements.txt	2
demo/lightning/image_segmentation/train.py	70
demo/lightning/text_based/README.md	62
demo/lightning/text_based/__init__.py	2
demo/lightning/text_based/demo_model.py	40
demo/lightning/text_based/distributed/example-deploy.yaml	63
demo/lightning/text_based/distributed/model.py	161
demo/lightning/text_based/distributed/requirements.txt	4
demo/lightning/text_based/single-node/model.py	99
demo/lightning/text_based/single-node/requirements.txt	4
demo/list-and-download/README.md	20
demo/list-and-download/iterable/deployment.yaml	51
demo/list-and-download/iterable/simple_iterable_dataset.py	106
demo/list-and-download/map/deployment.yaml	51
demo/list-and-download/map/simple_map_style_dataset.py	107
requirements.txt	6