{ "seed": 2023, "save_dir": "experiments_model/", "train_data_loader": { "name": "youtube-vos", "video_root": "your_video_root", "flow_root": "your_flow_root", "w": 432, "h": 240, "num_local_frames": 10, "num_ref_frames": 6, "load_flow": 0 }, "losses": { "hole_weight": 1, "valid_weight": 1, "flow_weight": 1, "adversarial_weight": 0.01, "GAN_LOSS": "hinge", "perceptual_weight": 0 }, "model": { "net": "propainter", "no_dis": 0, "load_d": 1, "interp_mode": "nearest" }, "trainer": { "version": "trainer", "type": "Adam", "beta1": 0, "beta2": 0.99, "lr": 1e-4, "batch_size": 8, "num_workers": 8, "num_prefetch_queue": 8, "log_freq": 100, "save_freq": 1e4, "iterations": 700e3, "scheduler": { "type": "MultiStepLR", "milestones": [ 400e3 ], "gamma": 0.1 } } }