{ "name": "SYSU-train", "phase": "train", "gpu_ids":[0], "path_cd": { "log": "logs", "result": "results", "checkpoint": "checkpoint", "resume_state": null }, "datasets": { "train": { "name": "SYSU-CD-256", "datasetroot": "", "resolution": 256, "num_workers": 2, "batch_size": 4, "use_shuffle": true, "data_len": -1 }, "val": { "name": "SYSU-CD-256", "datasetroot": "", "resolution": 256, "num_workers": 2, "batch_size": 4, "use_shuffle": true, "data_len": -1 }, "test": { "name": "SYSU-CD-256", "datasetroot": "", "resolution": 256, "num_workers": 2, "batch_size": 4, "use_shuffle": false, "data_len": -1 } }, "model" : { "name" : "stnr", "loss" : "ce_dice", "init_filters" : 16, "n_classes" : 2, "mode" : "FUSION", "conv_mode" : "orignal_dinner", "local_query_model" : "orignal_dinner", "up_mode" : "SRCM", "up_conv_mode" : "deepwise", "spatial_dims" : 2, "in_channels" : 3, "resdiual" : false, "blocks_down" : [1, 2, 2, 4], "blocks_up" : [1, 1, 1], "diff_abs" : "later", "stage" : 2, "mamba_act" : "relu", "norm" : ["GROUP", {"num_groups": 8}] }, "train" : { "n_epoch" : 200, "train_print_iter" : 500, "val_freq" : 1, "val_print_iter" : 50, "optimizer" :{ "type" : "adam", "lr" : 1e-4 }, "scheduler" : { "lr_policy" : "linear", "n_step" : 3, "gamma" : 0.1 } } }