-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathrun_logs.json
89 lines (89 loc) · 2.36 KB
/
run_logs.json
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
{
"results": {
"0": {
"Original": {
"Forget Ability": null,
"Utility": null
},
"Poisoned": {
"Forget Ability": null,
"Utility": null
}
},
"0": {
"Original": {
"Forget Ability": null,
"Utility": null
},
"Poisoned": {
"Forget Ability": null,
"Utility": null
},
"megu": {
"Forget Ability": null,
"Utility": null
}
}
},
"arguments": {
"train_ratio": 0.8,
"attack_type": "random",
"unlearning_model": "megu",
"gnn": "gcn",
"hidden_dim": 64,
"unlearning_epochs": 50,
"request": "node",
"edge_attack_type": "specific",
"df_size": 0.5,
"test_poison_fraction": 0.2,
"poison_tensor_size": 100,
"dataset": "Cora",
"random_seed": 0,
"train_lr": 0.005191475570177285,
"unlearn_lr": 0.015,
"weight_decay": 0.00016211813194850176,
"optimizer": "Adam",
"training_epochs": 1208,
"valid_freq": 30,
"checkpoint_dir": "./checkpoint",
"alpha": 0.5,
"neg_sample_random": "non_connected",
"loss_fct": "mse_mean",
"loss_type": "both_layerwise",
"num_clusters": 10,
"kmeans_max_iters": 1,
"shard_size_delta": 0.005,
"terminate_delta": 0,
"eval_steps": 1,
"runs": 1,
"num_remove_links": 11,
"parallel_unlearning": 4,
"lam": 0,
"regen_feats": false,
"regen_neighbors": false,
"regen_links": false,
"regen_subgraphs": false,
"hop_neighbors": 20,
"topk": 500,
"eval_on_cpu": false,
"num_edge_type": null,
"iteration": 100,
"scale": 100000,
"damp": 0.1,
"unlearn_iters": 50,
"kd_T": 4,
"scrubAlpha": 1,
"msteps": 15,
"wd": 0.0005,
"contrastive_epochs_1": 30,
"contrastive_epochs_2": 10,
"contrastive_margin": 500,
"contrastive_lambda": 0.8,
"k_hop": 2,
"contrastive_eps": 0.001,
"contrastive_frac": 0.1,
"kappa": 0.01,
"alpha1": 0.8,
"alpha2": 0.5
}
}