chairs.json

{"data": {"at_cfg": {"cj": true,
                     "cj_bri": 0.5,
                     "cj_con": 0.5,
                     "cj_hue": 0.0,
                     "cj_sat": 0.5,
                     "gamma": true,
                     "gblur": true},
          "label_ratio": 0.80,
          "root": "/PATH/TO/FlyingChairs_release",
          "run_at": true,
          "train_val_split_file": "FlyingChairs_train_val.txt",
          "type": "CHAIRS"},
 "data_aug": {"crop": true,
              "hflip": true,
              "para_crop": [384, 448],
              "rescale": false,
              "swap": false},
 "loss": {"charbonnier_epsilon": 0.01,
          "charbonnier_q": 0.45,
          "edge_aware_alpha": 10,
          "occ_from_back": true,
          "sup_type": "L2",
          "type": "semiflow",
          "w_alpha": 1,
          "w_l1": 0.15,
          "w_ph_scales": [1.0, 1.0, 1.0, 1.0, 0.0],
          "w_sm_scales": [1.0, 0.0, 0.0, 0.0, 0.0],
          "w_smooth": 75.0,
          "w_ssim": 0.85,
          "w_sup_scales": [0.32, 0.08, 0.02, 0.01, 0.005],
          "w_ternary": 0.0,
          "warp_pad": "border",
          "with_bk": true,
          "smooth_2nd": true},
 "model": {"n_frames": 2,
           "reduce_dense": true,
           "type": "pwclite",
           "upsample": true},
 "seed": 10001,
 "train": {"ar_eps": 0.0,
           "ar_q": 1.0,
           "batch_size": 8,
           "beta": 0.999,
           "bias_decay": 0,
           "epoch_num": 1000,
           "epoch_size": 1000,
           "lr": 0.0001,
           "mask_st": true,
           "max_grad_norm": 100,
           "momentum": 0.9,
           "n_gpu": 2,
           "optim": "adam",
           "ot_compact": 50,
           "ot_fast": true,
           "ot_size": [320, 704],
           "ot_slic": true,
           "pretrained_model": null,
           "print_freq": 100,
           "record_freq": 500,
           "run_atst": true,
           "run_ot": false,
           "run_st": true,
           "save_iter": 10000,
           "st_cfg": {"add_noise": true,
                      "hflip": true,
                      "rotate": [-0.2, 0.2, -0.015, 0.015],
                      "squeeze": [0.86, 1.16, 1.0, 1.0],
                      "trans": [0.2, 0.015],
                      "vflip": true,
                      "zoom": [1.0, 1.5, 0.985, 1.015]},
           "stage1": {"epoch": 50,
                      "loss": {"occ_from_back": false,
                               "w_l1": 0.0,
                               "w_ssim": 0.0,
                               "w_ternary": 1.0}},
           "val_epoch_size": 5,
           "valid_size": 0,
           "w_ar": 0.02,
           "weight_decay": 1e-06,
           "workers": 8},
 "trainer": "Chairs_AR"}