├── .gitignore ├── LICENSE ├── README.md ├── configs ├── gmflow_checkerboard_k64.py ├── gmflow_imagenet_k8_8gpus.py └── gmflow_imagenet_k8_test.py ├── data └── imagenet │ └── imagenet1000_clsidx_to_labels.txt ├── example_results.png ├── gmdit.png ├── gmdit_results.png ├── lib ├── __init__.py ├── apis │ ├── __init__.py │ ├── inference.py │ ├── test.py │ └── train.py ├── core │ ├── __init__.py │ ├── evaluation │ │ ├── __init__.py │ │ ├── eval_hooks.py │ │ └── metrics.py │ └── utils │ │ ├── __init__.py │ │ ├── io_utils.py │ │ └── misc.py ├── datasets │ ├── __init__.py │ ├── builder.py │ ├── checkerboard.py │ ├── imagenet.py │ └── samplers │ │ ├── __init__.py │ │ └── distributed_sampler.py ├── models │ ├── __init__.py │ ├── architecture │ │ ├── __init__.py │ │ ├── diffusers.py │ │ ├── gmflow.py │ │ └── toymodels.py │ ├── base.py │ ├── diffusion_2d.py │ ├── diffusions │ │ ├── __init__.py │ │ ├── gaussian_flow.py │ │ ├── gmflow.py │ │ ├── sampler.py │ │ └── schedulers │ │ │ ├── __init__.py │ │ │ ├── flow_adapter.py │ │ │ ├── flow_euler_ode.py │ │ │ └── gmflow_sde.py │ ├── latent_diffusion_class_image.py │ └── losses │ │ ├── __init__.py │ │ └── diffusion_loss.py ├── ops │ ├── __init__.py │ └── gmflow_ops │ │ ├── __init__.py │ │ ├── backend.py │ │ ├── gmflow_ops.py │ │ ├── setup.py │ │ └── src │ │ ├── bindings.cpp │ │ ├── gmflow_ops.cu │ │ └── gmflow_ops.h ├── parallel │ ├── __init__.py │ ├── ddp_wrapper.py │ └── distributed.py ├── pipelines │ ├── __init__.py │ ├── gmdit_pipeline.py │ └── gmflow_utils.py └── runner │ ├── __init__.py │ ├── checkpoint.py │ ├── dynamic_iter_based_runner.py │ ├── hooks │ ├── __init__.py │ ├── checkpoint.py │ ├── ema_hook.py │ └── save_stats.py │ ├── optimizer │ ├── __init__.py │ └── builder.py │ └── timer.py ├── requirements.txt ├── test.py ├── tools ├── checkpoint_cleaner.py ├── count_parameters.py ├── prepare_imagenet_dit.py ├── save_inference_weights.py ├── test.py └── train.py ├── train.py └── train_toymodel.py /.gitignore: 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