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octa-unetplusplus

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octa-unetplusplus
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{
   "sim_data": "/home/bwittm/share/synthetic_cerebral_octa",
   "sim_data_version": "b421",
   "annotations": "/home/bwittm/share/manual_annotations",
   "test_imgs": [
      "m4_0"
   ],
   "val_imgs": [
      "m4_0"
   ],
   "train_on_real": false,
   "train_img": [
      "m4_1",
      "m44_0",
      "m44_1",
      "m78_0",
      "m78_1"
   ],
   "experiment_name": "superunet_syn_base_moreparams",
   "device": "cuda:0",
   "store_ckpt": true,
   "epochs": 300,
   "epochs_decay": 50,
   "val_interval": 1,
   "itera_pro_epoch": 50000,
   "seed": 0,
   "batch_size": 32,
   "num_workers": 16,
   "sliding_window_overlap": 0.5,
   "sliding_window_mode": "constant",
   "threshold": 0.5,
   "seg": {
      "lr": "1e-5",
      "channels": [
         64,
         128,
         256,
         512,
         1024
      ],
      "strides": [
         2,
         2,
         2,
         2
      ],
      "activation": "LEAKYRELU",
      "normalization": "BATCH",
      "dropout": 0.3,
      "max_norm_clip": 1.0,
      "cldice": false,
      "iter": 15,
      "alpha": 0.1,
      "smooth": 1
   },
   "augmentation": {
      "patch_size": [
         64,
         64,
         64
      ],
      "use_augmentation": true,
      "p_gaussian_noise": 0.5,
      "p_gaussian_smooth": 0.5,
      "p_intensity_scale": 0,
      "p_intensity_shift": 0,
      "p_adjust_contrast": 0,
      "p_histogram_shift": 0.5,
      "p_rotate": 0.5,
      "p_zoom": 0.5,
      "p_shear": 0,
      "p_flip": [
         0,
         0.5,
         0.5
      ],
      "gaussian_noise_mean": 0.0,
      "gaussian_noise_std": 0.01,
      "gaussian_smooth_sigma": [
         0.0,
         0.5
      ],
      "intensity_scale_factors": [
         -0.5,
         1.2
      ],
      "intensity_shift_offsets": [
         0.05,
         0.2
      ],
      "adjust_contrast_gamma": [
         0.7,
         1.3
      ],
      "control_points": [
         5,
         10
      ],
      "rotation": [
         -90,
         90
      ],
      "min_zoom": 1.0,
      "max_zoom": 1.2,
      "shear_range": [
         0.1,
         0.1,
         0.1
      ]
   },
   "git_commit_hash": "7a8f7f7",
   "python_version": "3.8.19 | packaged by conda-forge | (default, Mar 20 2024, 12:47:35) ",
   "gcc_version": "[GCC 12.3.0]",
   "pytorch_version": "1.13.1+cu116",
   "host_name": "u20-computeibmgpu-vesta13"
}