-
Notifications
You must be signed in to change notification settings - Fork 2
/
ViT-B-16-VTAB-M-dSprites-Orientation-Linear-Probing.json
160 lines (160 loc) · 3.3 KB
/
ViT-B-16-VTAB-M-dSprites-Orientation-Linear-Probing.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
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
{
"aa": null,
"addins": [],
"alchemy": true,
"amp": false,
"amp_dtype": "float16",
"amp_impl": "native",
"aot_autograd": false,
"aug_repeats": 0,
"aug_splits": 0,
"batch_size": 128,
"bce_loss": false,
"bce_target_thresh": null,
"bn_eps": null,
"bn_momentum": null,
"channels_last": false,
"checkpoint_hist": 10,
"class_map": "",
"clip_grad": null,
"clip_mode": "norm",
"color_jitter": 0.4,
"config": "zhijian/models/configs/linear_probing.yaml",
"config_blitz": null,
"cooldown_epochs": 0,
"criterion": "cross-entropy",
"crop_mode": null,
"crop_pct": null,
"cutmix": 0.0,
"cutmix_minmax": null,
"data": null,
"data_dir": null,
"dataset": "VMT",
"dataset_dir": "/data/zhangyk/data/kel_data",
"dataset_download": false,
"decay_epochs": 90,
"decay_milestones": [
90,
180,
270
],
"decay_rate": 0.1,
"dist_bn": "reduce",
"drop": 0.0,
"drop_block": null,
"drop_connect": null,
"drop_path": null,
"epoch_repeats": 0.0,
"eta_min": 0,
"eval_metric": "top1",
"experiment": "",
"fast_norm": false,
"fuser": "",
"gp": null,
"gpu": "6",
"grad_checkpointing": false,
"hflip": 0.5,
"img_size": null,
"in_chans": null,
"initial_checkpoint": "/data/zhangyk/data/petl/model/ViT-B_16.npz",
"input_size": null,
"interpolation": "",
"jsd_loss": false,
"layer_decay": null,
"local_rank": 0,
"log_url": "/data/zhangyk/models/re_kel",
"log_wandb": false,
"lr": 0.005,
"lr_base": 0.1,
"lr_base_scale": "",
"lr_base_size": 256,
"lr_cycle_decay": 0.5,
"lr_cycle_limit": 1,
"lr_cycle_mul": 1.0,
"lr_k_decay": 1.0,
"lr_noise": null,
"lr_noise_pct": 0.67,
"lr_noise_std": 1.0,
"lr_scheduler": "cosine",
"max_epoch": 50,
"mean": null,
"min_lr": 0,
"mixup": 0.0,
"mixup_mode": "batch",
"mixup_off_epoch": 0,
"mixup_prob": 1.0,
"mixup_switch_prob": 0.5,
"model": "timm.vit_base_patch16_224_in21k",
"model_ema": false,
"model_ema_decay": 0.9998,
"model_ema_force_cpu": false,
"mom": 0.9,
"momentum": 0.9,
"no_aug": false,
"no_ddp_bb": false,
"no_prefetcher": false,
"no_resume_opt": false,
"num_classes": null,
"num_workers": 8,
"only_do_test": false,
"opt": "sgd",
"opt_betas": null,
"opt_eps": null,
"optimizer": "adam",
"output": "",
"patience_epochs": 10,
"pin_mem": false,
"pretrained": false,
"pretrained_url": [],
"ratio": [
0.75,
1.3333333333333333
],
"recount": 1,
"recovery_interval": 0,
"remode": "pixel",
"reprob": 0.0,
"resplit": false,
"resume": "",
"reuse_keys": [
[
"fc_norm"
],
[
"head"
]
],
"reuse_keys_blitz": null,
"save_images": false,
"scale": [
0.08,
1.0
],
"sched": "cosine",
"sched_on_updates": false,
"seed": 1,
"smoothing": 0.1,
"split_bn": false,
"start_epoch": null,
"std": null,
"sync_bn": false,
"test_interval": 5,
"time_str": "0820-03-09-45-902",
"torchcompile": null,
"torchscript": false,
"train_interpolation": "random",
"train_split": "train",
"training_mode": "finetune",
"tta": 0,
"use_multi_epochs_loader": false,
"val_split": "validation",
"validation_batch_size": null,
"verbose": true,
"vflip": 0.0,
"warmup_epochs": 5,
"warmup_lr": 1e-05,
"warmup_prefix": false,
"wd": 5e-06,
"weight_decay": 2e-05,
"worker_seeding": "all"
}