Views
No views yet
1{
2 "args": {
3 "algorithm": "IRM",
4 "checkpoint_freq": null,
5 "data_dir": "./domainbed/data/",
6 "dataset": "PACS",
7 "holdout_fraction": 0.2,
8 "hparams": null,
9 "hparams_seed": 0,
10 "output_dir": "/my/sweep/output/path/4b58ae37863b4a0afc054ffe36d1351e",
11 "save_model_every_checkpoint": false,
12 "seed": 676284702,
13 "skip_model_save": false,
14 "steps": null,
15 "task": "domain_generalization",
16 "test_envs": [
17 1,
18 2
19 ],
20 "trial_seed": 0,
21 "uda_holdout_fraction": 0
22 },
23 "env0_in_acc": 0.25474254742547425,
24 "env0_out_acc": 0.28804347826086957,
25 "env1_in_acc": 0.5303210463733651,
26 "env1_out_acc": 0.5285714285714286,
27 "env2_in_acc": 0.2988313856427379,
28 "env2_out_acc": 0.30201342281879195,
29 "env3_in_acc": 0.8612880396319886,
30 "env3_out_acc": 0.773371104815864,
31 "epoch": 267.1118530884808,
32 "hparams": {
33 "batch_size": 32,
34 "class_balanced": false,
35 "data_augmentation": true,
36 "dinov2": false,
37 "freeze_bn": false,
38 "irm_lambda": 100.0,
39 "irm_penalty_anneal_iters": 500,
40 "lars": false,
41 "linear_steps": 500,
42 "lr": 5e-05,
43 "nonlinear_classifier": false,
44 "resnet18": false,
45 "resnet50_augmix": true,
46 "resnet_dropout": 0.0,
47 "vit": false,
48 "vit_attn_tune": false,
49 "vit_dropout": 0.0,
50 "weight_decay": 0.0
51 },
52 "loss": -263.8726586532593,
53 "mem_gb": 5.558477401733398,
54 "nll": 4.27615821480751,
55 "penalty": -2.6814881905913355,
56 "step": 5000,
57 "step_time": 0.10724972724914551
58}