Views
No views yet
1{
2 "activation": "ReLU",
3 "batch_norm": false,
4 "filter_num": [
5 64,
6 128,
7 256,
8 512,
9 512
10 ],
11 "n_labels": 3,
12 "output_activation": "tanh",
13 "pool": true,
14 "res_num_ini": 1,
15 "res_num_max": 3,
16 "unpool": false
17}1{
2 "alpha": 0.0001,
3 "batch": 64,
4 "epochs": 500,
5 "epsilon": 1,
6 "input": "(256, 256)",
7 "losses": {
8 "FEAT_ArcFace": {
9 "d": "cosine_similarity",
10 "f": "ArcFace",
11 "name": "FEAT_ArcFace",
12 "reduction": "sum_over_batch_size",
13 "threshold": 0.68,
14 "weight": 0.1
15 },
16 "TopIQ": {
17 "full_ref": true,
18 "lower_better": false,
19 "name": "TopIQ",
20 "reduction": "sum_over_batch_size",
21 "score_range": "~0, ~1",
22 "weight": 1
23 }
24 },
25 "mixed_precision": true,
26 "optimizer": {
27 "amsgrad": false,
28 "beta_1": 0.9,
29 "beta_2": 0.999,
30 "clipnorm": 1,
31 "clipvalue": null,
32 "ema_momentum": 0.99,
33 "ema_overwrite_frequency": null,
34 "epsilon": 1e-07,
35 "global_clipnorm": null,
36 "gradient_accumulation_steps": null,
37 "learning_rate": 9.999999747378752e-05,
38 "loss_scale_factor": null,
39 "name": "adam",
40 "use_ema": false,
41 "weight_decay": null
42 },
43 "seed": "BIIIIIGSTRETCH",
44 "testing": 0.01,
45 "training": 0.99
46}