| { | |
| "num_gpus": 4, | |
| "image_snapshot_ticks": 200, | |
| "network_snapshot_ticks": 200, | |
| "metrics": [], | |
| "random_seed": 0, | |
| "slideflow_kwargs": { | |
| "project_path": "/mnt/data/PROJECTS/TCGA_LUNG", | |
| "tile_px": 512, | |
| "tile_um": 400, | |
| "model_type": "categorical", | |
| "outcome_label_headers": [ | |
| "cohort" | |
| ], | |
| "outcome_labels": { | |
| "0": "LUAD", | |
| "1": "LUSC" | |
| }, | |
| "filters": { | |
| "cohort": [ | |
| "LUAD", | |
| "LUSC" | |
| ] | |
| } | |
| }, | |
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| 0.99 | |
| ], | |
| "eps": 1e-08 | |
| }, | |
| "loss_kwargs": { | |
| "class_name": "training.loss.StyleGAN2Loss", | |
| "r1_gamma": 1.6384 | |
| }, | |
| "total_kimg": 25000, | |
| "batch_size": 32, | |
| "batch_gpu": 8, | |
| "ema_kimg": 10.0, | |
| "ema_rampup": 0.05, | |
| "ada_target": 0.6, | |
| "augment_kwargs": { | |
| "class_name": "training.augment.AugmentPipe", | |
| "xflip": 1, | |
| "rotate90": 1, | |
| "xint": 1, | |
| "scale": 1, | |
| "rotate": 1, | |
| "aniso": 1, | |
| "xfrac": 1, | |
| "brightness": 1, | |
| "contrast": 1, | |
| "lumaflip": 1, | |
| "hue": 1, | |
| "saturation": 1, | |
| "imgfilter": 1, | |
| "noise": 1, | |
| "cutout": 1 | |
| }, | |
| "allow_tf32": true, | |
| "run_dir": "/mnt/data/gan/lung-training/00002-TCGA_LUNG-cond-mirror-auto4-bgcfnc" | |
| } |