| { | |
| "num_gpus": 1, | |
| "image_snapshot_ticks": 50, | |
| "network_snapshot_ticks": 50, | |
| "metrics": [], | |
| "random_seed": 0, | |
| "training_set_kwargs": { | |
| "class_name": "training.dataset.ImageFolderDataset", | |
| "path": "./content/dataset.zip", | |
| "use_labels": false, | |
| "max_size": 692, | |
| "xflip": false, | |
| "resolution": 128 | |
| }, | |
| "data_loader_kwargs": { | |
| "pin_memory": true, | |
| "num_workers": 3, | |
| "prefetch_factor": 2 | |
| }, | |
| "G_kwargs": { | |
| "class_name": "training.networks.Generator", | |
| "z_dim": 512, | |
| "w_dim": 512, | |
| "mapping_kwargs": { | |
| "num_layers": 2 | |
| }, | |
| "synthesis_kwargs": { | |
| "channel_base": 16384, | |
| "channel_max": 512, | |
| "num_fp16_res": 4, | |
| "conv_clamp": 256 | |
| } | |
| }, | |
| "D_kwargs": { | |
| "class_name": "training.networks.Discriminator", | |
| "block_kwargs": {}, | |
| "mapping_kwargs": {}, | |
| "epilogue_kwargs": { | |
| "mbstd_group_size": 4 | |
| }, | |
| "channel_base": 16384, | |
| "channel_max": 512, | |
| "num_fp16_res": 4, | |
| "conv_clamp": 256 | |
| }, | |
| "G_opt_kwargs": { | |
| "class_name": "torch.optim.Adam", | |
| "lr": 0.0025, | |
| "betas": [ | |
| 0, | |
| 0.99 | |
| ], | |
| "eps": 1e-08 | |
| }, | |
| "D_opt_kwargs": { | |
| "class_name": "torch.optim.Adam", | |
| "lr": 0.0025, | |
| "betas": [ | |
| 0, | |
| 0.99 | |
| ], | |
| "eps": 1e-08 | |
| }, | |
| "loss_kwargs": { | |
| "class_name": "training.loss.StyleGAN2Loss", | |
| "r1_gamma": 10.0 | |
| }, | |
| "total_kimg": 200, | |
| "batch_size": 32, | |
| "batch_gpu": 32, | |
| "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 | |
| }, | |
| "run_dir": "./training-runs/00000-dataset-auto1-gamma10-kimg200" | |
| } |