| { |
| "experiment_name": "icgan_biggan_imagenet_res256", |
| "run_setup": "local_debug", |
| "deterministic_run": true, |
| "num_workers": 10, |
|
|
| "ddp_train": true, |
| "n_nodes": 4, |
| "n_gpus_per_node": 8, |
| "hflips": true, |
| "feature_augmentation": false, |
|
|
| "test_every": 5, |
| "save_every": 1, |
| "num_epochs": 3000, |
| "es_patience": 50, |
| "shuffle": true, |
|
|
| "G_eval_mode": true, |
| "ema": true, |
| "use_ema": true, |
| "num_G_accumulations": 4, |
| "num_D_accumulations": 4, |
| "num_D_steps": 1, |
|
|
| "class_cond": false, |
| "instance_cond": true, |
| "hier": true, |
| "resolution": 256, |
| "G_attn": "64", |
| "D_attn": "64", |
| "shared_dim": 128, |
| "shared_dim_feat": 512, |
| "G_shared": true, |
| "G_shared_feat": true, |
|
|
| "k_nn": 50, |
| "feature_extractor": "selfsupervised", |
|
|
| "batch_size": 16, |
| "D_lr": 1e-4, |
| "G_lr": 4e-5, |
| "G_ch": 96, |
| "D_ch": 96, |
|
|
| "load_weights": "" |
| } |
