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| ### General settings | |
| name: LAFC_train | |
| use_tb_logger: True | |
| outputdir: /myData/ret/experiments/ | |
| datadir: /myData/ | |
| record_iter: 16 | |
| ### Calling definition | |
| model: lafc | |
| datasetName_train: train_dataset_edge | |
| network: network | |
| ### Datasets | |
| datasets: | |
| train: | |
| name: youtubevos | |
| type: video | |
| mode: train | |
| dataInfo_config: ./config/data_info.yaml | |
| use_shuffle: True | |
| n_workers: 0 | |
| batch_size: 4 | |
| val: | |
| name: youtubevos | |
| type: video | |
| mode: val | |
| use_shuffle: False | |
| n_workers: 1 | |
| batch_size: 1 | |
| val_config: ./config/valid_config.yaml | |
| ### train settings | |
| train: | |
| lr: 0.0001 | |
| lr_decay: 0.1 | |
| manual_seed: 10 | |
| BETA1: 0.9 | |
| BETA2: 0.999 | |
| MAX_ITERS: 280000 | |
| UPDATE_INTERVAL: 120000 | |
| WARMUP: ~ | |
| val_freq: 1 # epoch为~M~U~M, set to 1 is for debug | |
| ### logger | |
| logger: | |
| PRINT_FREQ: 16 | |
| SAVE_CHECKPOINT_FREQ: 1 # 100 is for debug consideration | |
| ### Data related parameters | |
| num_flows: 3 | |
| flow_interval: 3 | |
| sample: seq | |
| use_edges: 0 | |
| ### Model related parameters | |
| PASSMASK: 1 | |
| use_bias: 1 | |
| init_weights: 1 | |
| cnum: 48 | |
| resBlocks: 1 | |
| edge_residuals: 4 | |
| conv_type: vanilla | |
| in_channel: 3 | |
| use_residual: 1 | |
| gc: 0 | |
| rescale: 1 | |
| ### Loss weights | |
| L1M: 1 | |
| sm: 1 | |
| sm2: 1 | |
| edge_loss: 1 | |
| ternary: 0.01 | |