MODEL: IMG_SIZE: 1024 CROP_SIZE: 320 CONFOCAL_IN: 3 # 3-channel microscope file CONFOCAL_OUT: 1 # nuclei IMC_IN: 4 # 3-channel microscope file + 1 channel confocal IMC_OUT: 1 # nuclei GRAD_CKPT: True TIMM_MODEL: none NORM: INSTANCE CONFOCAL_PATH: none IMC_PATH: none TRAIN: LR_G: 0.0002 LR_D: 0.0002 DECAY: 0.0 BETA1: 0.5 EARLY_STAGE: 0 BURN_IN: 0 BURN: 500 RAMPUP: 1000 EPOCHS: 1000 BATCHSIZE: 16 CROP_SAMPLE_NUM: 16 RATIO: 0.2 SEED: 42 PERTURB_PROB: 0.1 IMC_RATIO: 100.0 CON_RATIO: 100.0 SIM_RATIO: 50.0 EDGE_RATIO: 100.0 ADV_RATIO: 1.0 CLR_RATIO: 0.0 FREQ_RATIO: 0.00001 TEST: BATCHSIZE: 32