├── README.md ├── diffusion ├── .ipynb_checkpoints │ └── __init__-checkpoint.py ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-311.pyc │ ├── __init__.cpython-39.pyc │ ├── download.cpython-310.pyc │ ├── dpm_solver.cpython-310.pyc │ ├── dpm_solver.cpython-311.pyc │ ├── dpm_solver.cpython-39.pyc │ ├── iddpm.cpython-310.pyc │ ├── iddpm.cpython-311.pyc │ ├── iddpm.cpython-39.pyc │ ├── sa_sampler.cpython-310.pyc │ ├── sa_sampler.cpython-311.pyc │ └── sa_sampler.cpython-39.pyc ├── configs │ └── config_relactrl_pixart_1024.py ├── data │ ├── .ipynb_checkpoints │ │ ├── builder-checkpoint.py │ │ └── transforms-checkpoint.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── builder.cpython-310.pyc │ │ ├── builder.cpython-39.pyc │ │ ├── transforms.cpython-310.pyc │ │ └── transforms.cpython-39.pyc │ ├── builder.py │ ├── datasets │ │ ├── Dreambooth.py │ │ ├── InternalData.py │ │ ├── InternalData_ms.py │ │ ├── SA.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── Dreambooth.cpython-310.pyc │ │ │ ├── Dreambooth.cpython-39.pyc │ │ │ ├── InternalData.cpython-310.pyc │ │ │ ├── InternalData.cpython-39.pyc │ │ │ ├── InternalData_ms.cpython-310.pyc │ │ │ ├── InternalData_ms.cpython-39.pyc │ │ │ ├── SA.cpython-310.pyc │ │ │ ├── SA.cpython-39.pyc │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── pixart_control.cpython-310.pyc │ │ │ ├── pixart_control.cpython-39.pyc │ │ │ ├── pixart_controldit.cpython-310.pyc │ │ │ ├── utils.cpython-310.pyc │ │ │ └── utils.cpython-39.pyc │ │ ├── pixart_control.py │ │ └── utils.py │ └── transforms.py ├── download.py ├── dpm_solver.py ├── iddpm.py ├── lcm_scheduler.py ├── model │ ├── .ipynb_checkpoints │ │ └── builder-checkpoint.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-311.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── builder.cpython-310.pyc │ │ ├── builder.cpython-311.pyc │ │ ├── builder.cpython-39.pyc │ │ ├── diffusion_utils.cpython-310.pyc │ │ ├── diffusion_utils.cpython-311.pyc │ │ ├── diffusion_utils.cpython-39.pyc │ │ ├── dpm_solver.cpython-310.pyc │ │ ├── dpm_solver.cpython-311.pyc │ │ ├── dpm_solver.cpython-39.pyc │ │ ├── gaussian_diffusion.cpython-310.pyc │ │ ├── gaussian_diffusion.cpython-311.pyc │ │ ├── gaussian_diffusion.cpython-39.pyc │ │ ├── hed.cpython-310.pyc │ │ ├── hed.cpython-39.pyc │ │ ├── respace.cpython-310.pyc │ │ ├── respace.cpython-311.pyc │ │ ├── respace.cpython-39.pyc │ │ ├── sa_solver.cpython-310.pyc │ │ ├── sa_solver.cpython-39.pyc │ │ ├── t5.cpython-310.pyc │ │ ├── t5.cpython-39.pyc │ │ ├── utils.cpython-310.pyc │ │ ├── utils.cpython-311.pyc │ │ └── utils.cpython-39.pyc │ ├── builder.py │ ├── diffusion_utils.py │ ├── dpm_solver.py │ ├── edm_sample.py │ ├── gaussian_diffusion.py │ ├── hed.py │ ├── llava │ │ ├── __init__.py │ │ ├── llava_mpt.py │ │ └── mpt │ │ │ ├── attention.py │ │ │ ├── blocks.py │ │ │ ├── configuration_mpt.py │ │ │ ├── modeling_mpt.py │ │ │ ├── norm.py │ │ │ └── param_init_fns.py │ ├── nets │ │ ├── PixArt.py │ │ ├── PixArtMS.py │ │ ├── PixArt_blocks.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── PixArt.cpython-310.pyc │ │ │ ├── PixArt.cpython-311.pyc │ │ │ ├── PixArt.cpython-39.pyc │ │ │ ├── PixArtMS.cpython-310.pyc │ │ │ ├── PixArtMS.cpython-311.pyc │ │ │ ├── PixArtMS.cpython-39.pyc │ │ │ ├── PixArt_blocks.cpython-310.pyc │ │ │ ├── PixArt_blocks.cpython-311.pyc │ │ │ ├── PixArt_blocks.cpython-39.pyc │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── pixart_controlnet.cpython-310.pyc │ │ │ ├── pixart_controlnet.cpython-311.pyc │ │ │ ├── pixart_controlnet.cpython-39.pyc │ │ │ ├── pixart_controlnet_adamamba.cpython-310.pyc │ │ │ ├── pixart_controlnet_adapter.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe2.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe3_mlp.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe4.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe4_allmlp.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe4_show.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior1.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior11.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior2.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior3.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior4.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior4s.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior51.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior52.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior53.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior54.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior551.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior552.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_e1.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_e2.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_e3.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_e3_show.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_e4.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_e50.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_e51.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_e52.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_same1.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_same2.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_x0bug.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior55_x0e1.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior56.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior57.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior58.cpython-310.pyc │ │ │ ├── pixart_controlnet_moe5_prior59.cpython-310.pyc │ │ │ ├── pixart_controlnet_output.cpython-310.pyc │ │ │ ├── pixart_controlnet_output.cpython-39.pyc │ │ │ ├── pixart_controlnet_output2.cpython-310.pyc │ │ │ ├── pixart_controlnet_p1o1.cpython-310.pyc │ │ │ ├── pixart_controlnet_p1o2.cpython-310.pyc │ │ │ ├── pixart_controlnet_p1o3.cpython-310.pyc │ │ │ ├── pixart_controlnet_p2o1.cpython-310.pyc │ │ │ ├── pixart_controlnet_p2o2.cpython-310.pyc │ │ │ ├── pixart_controlnet_remove.cpython-310.pyc │ │ │ ├── pixart_controlnet_skipcopy.cpython-310.pyc │ │ │ ├── pixart_controlnet_skiporigin.cpython-310.pyc │ │ │ ├── pixart_controlnet_skipshow.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage10_style.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage1_cop27.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage1_cop27_shunxu.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage1_copy11_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage1_copy12_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage1_copy12_our2.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage1_copy13.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage1_copy13_shunxu.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage1_copy13_skip.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage1_copy13_skip_new.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage1_copy13_top.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage1_copy13_top2.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage2_our11_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage2_our12_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage2_our13_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage3_our12_our1.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage3_our12_our2.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage3_our12_our3.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage3_our12_our4.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage3_our12_our5.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage3_our12_our6.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage3_our12_our7.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage4_copy10_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage4_copy11_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage4_copy12_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage4_copy13_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage4_copy7_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage5_copy10_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage5_copy11_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage5_copy12_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage5_copy13_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage5_copy7_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage6_copy11_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage6_copy11_our2.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage6_our11_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage7_our11_our.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage7_our11_our2.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage7_our11_our3.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage7_our11_our4.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage8_our11_our5.cpython-310.pyc │ │ │ ├── pixart_controlnet_stage9_our11_our4_test.cpython-310.pyc │ │ │ ├── pixart_main_output.cpython-310.pyc │ │ │ ├── pixart_relactrl_v1.cpython-310.pyc │ │ │ └── relactrl_v1.cpython-310.pyc │ │ ├── pixart_controlnet.py │ │ └── pixart_relactrl_v1.py │ ├── respace.py │ ├── sa_solver.py │ ├── t5.py │ ├── timestep_sampler.py │ └── utils.py ├── sa_sampler.py ├── sa_solver_diffusers.py └── utils │ ├── .ipynb_checkpoints │ ├── dist_utils-checkpoint.py │ └── logger-checkpoint.py │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-311.pyc │ ├── __init__.cpython-39.pyc │ ├── checkpoint.cpython-310.pyc │ ├── checkpoint.cpython-39.pyc │ ├── data_sampler.cpython-310.pyc │ ├── data_sampler.cpython-39.pyc │ ├── dist_utils.cpython-310.pyc │ ├── dist_utils.cpython-311.pyc │ ├── dist_utils.cpython-39.pyc │ ├── logger.cpython-310.pyc │ ├── logger.cpython-311.pyc │ ├── logger.cpython-39.pyc │ ├── lr_scheduler.cpython-310.pyc │ ├── lr_scheduler.cpython-39.pyc │ ├── misc.cpython-310.pyc │ ├── misc.cpython-39.pyc │ ├── optimizer.cpython-310.pyc │ └── optimizer.cpython-39.pyc │ ├── checkpoint.py │ ├── data_sampler.py │ ├── dist_utils.py │ ├── logger.py │ ├── lr_scheduler.py │ ├── misc.py │ └── optimizer.py ├── output ├── result1.png ├── style1_gufeng.png ├── style2_oil.png ├── style3_gufeng.png ├── style3_oil.png ├── style3_paint.png └── style4_3d.png ├── pipeline └── test_relactrl_pixart_1024.py ├── requirements.txt └── resources └── demos ├── prompts_examples.md └── reference_images ├── example1.png ├── example2.png ├── example3.png ├── style1.png ├── style2.png ├── style3.png └── style4.png /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/360CVGroup/RelaCtrl/HEAD/README.md -------------------------------------------------------------------------------- /diffusion/.ipynb_checkpoints/__init__-checkpoint.py: 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