Upload 10 files
Browse files- common_vitb16_CIFAR10_split1_2_exp/ckpts/best.ckpt +3 -0
- common_vitb16_CIFAR10_split1_2_exp/config.json +67 -0
- common_vitb16_CIFAR10_split2_2_exp/ckpts/best.ckpt +3 -0
- common_vitb16_CIFAR10_split2_2_exp/config.json +67 -0
- common_vitb16_CIFAR10_split3_2_exp/ckpts/best.ckpt +3 -0
- common_vitb16_CIFAR10_split3_2_exp/config.json +67 -0
- common_vitb16_CIFAR10_split4_2_exp/ckpts/best.ckpt +3 -0
- common_vitb16_CIFAR10_split4_2_exp/config.json +67 -0
- common_vitb16_CIFAR10_split5_2_exp/ckpts/best.ckpt +3 -0
- common_vitb16_CIFAR10_split5_2_exp/config.json +67 -0
common_vitb16_CIFAR10_split1_2_exp/ckpts/best.ckpt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c02a5c8f4549b062bb555d33c2730bfa72bab94e99b6730952319c6e29f7ff9b
|
3 |
+
size 888977095
|
common_vitb16_CIFAR10_split1_2_exp/config.json
ADDED
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"tensorboard": true,
|
3 |
+
"wandb": true,
|
4 |
+
"exp_name": "common0526_3_vitb16_CIFAR10_split1_2",
|
5 |
+
"cfg": "configs/CIFAR10/vitb16_common0526_3.yaml",
|
6 |
+
"n_gpu": 1,
|
7 |
+
"model_arch": "vitb16",
|
8 |
+
"checkpoint_path": "runs/train/common0526_3_vitb16_CIFAR10_split1_1_exp/ckpts/best.ckpt",
|
9 |
+
"image_size": 128,
|
10 |
+
"batch_size": 256,
|
11 |
+
"num_workers_pgpu": 10,
|
12 |
+
"max_epochs": null,
|
13 |
+
"warmup_epochs": null,
|
14 |
+
"train_steps": 4590,
|
15 |
+
"warmup_steps": 500,
|
16 |
+
"lr": 0.005,
|
17 |
+
"lr_strategy": "one_cycle",
|
18 |
+
"num_restarts": null,
|
19 |
+
"wd": 0.0001,
|
20 |
+
"data_dir": "./data",
|
21 |
+
"dataset": "CIFAR10",
|
22 |
+
"num_classes": 6,
|
23 |
+
"known_classes": [
|
24 |
+
0,
|
25 |
+
6,
|
26 |
+
4,
|
27 |
+
9,
|
28 |
+
1,
|
29 |
+
7
|
30 |
+
],
|
31 |
+
"osr_dataset": null,
|
32 |
+
"osr_classes": null,
|
33 |
+
"random_seed": 2023,
|
34 |
+
"eval": false,
|
35 |
+
"opt": "SGD",
|
36 |
+
"save_freq": 50,
|
37 |
+
"label_smoothing": 0,
|
38 |
+
"sim_block": "attention",
|
39 |
+
"num_sim_block": 1,
|
40 |
+
"sim_task": "reg",
|
41 |
+
"plot_model": false,
|
42 |
+
"plot_confusion_matrix": false,
|
43 |
+
"plot_feature_embedding": false,
|
44 |
+
"plot_roc": false,
|
45 |
+
"sim_alpha": 0.01,
|
46 |
+
"class_anchor": "mean",
|
47 |
+
"anchor_freq": 10,
|
48 |
+
"fusion": "cross-attention",
|
49 |
+
"model_config": {
|
50 |
+
"sim_block": "attention",
|
51 |
+
"num_sim_block": 1,
|
52 |
+
"sim_task": "reg",
|
53 |
+
"patch_size": 16,
|
54 |
+
"emb_dim": 768,
|
55 |
+
"mlp_dim": 3072,
|
56 |
+
"num_heads": 12,
|
57 |
+
"sim_num_heads": 12,
|
58 |
+
"num_layers": 12,
|
59 |
+
"attn_dropout_rate": 0.0,
|
60 |
+
"dropout_rate": 0.0
|
61 |
+
},
|
62 |
+
"tensorboard_dir": "runs/train/common0526_3_vitb16_CIFAR10_split1_2_exp/tb/",
|
63 |
+
"checkpoint_dir": "runs/train/common0526_3_vitb16_CIFAR10_split1_2_exp/ckpts/",
|
64 |
+
"embedding_dir": "runs/train/common0526_3_vitb16_CIFAR10_split1_2_exp/embeddings/",
|
65 |
+
"lightning_dir": "runs/train/common0526_3_vitb16_CIFAR10_split1_2_exp/lightning_logs/",
|
66 |
+
"result_dir": "runs/train/common0526_3_vitb16_CIFAR10_split1_2_exp"
|
67 |
+
}
|
common_vitb16_CIFAR10_split2_2_exp/ckpts/best.ckpt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:abc8524b37ffb41a6e895e20e9a9681dbbca2cc370527f1ba4e5e18950daf900
|
3 |
+
size 888977095
|
common_vitb16_CIFAR10_split2_2_exp/config.json
ADDED
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"tensorboard": true,
|
3 |
+
"wandb": true,
|
4 |
+
"exp_name": "common0526_3_vitb16_CIFAR10_split2_2",
|
5 |
+
"cfg": "configs/CIFAR10/vitb16_common0526_3.yaml",
|
6 |
+
"n_gpu": 1,
|
7 |
+
"model_arch": "vitb16",
|
8 |
+
"checkpoint_path": "runs/train/common0526_3_vitb16_CIFAR10_split2_1_exp/ckpts/best.ckpt",
|
9 |
+
"image_size": 128,
|
10 |
+
"batch_size": 256,
|
11 |
+
"num_workers_pgpu": 10,
|
12 |
+
"max_epochs": null,
|
13 |
+
"warmup_epochs": null,
|
14 |
+
"train_steps": 4590,
|
15 |
+
"warmup_steps": 500,
|
16 |
+
"lr": 0.005,
|
17 |
+
"lr_strategy": "one_cycle",
|
18 |
+
"num_restarts": null,
|
19 |
+
"wd": 0.0001,
|
20 |
+
"data_dir": "./data",
|
21 |
+
"dataset": "CIFAR10",
|
22 |
+
"num_classes": 6,
|
23 |
+
"known_classes": [
|
24 |
+
7,
|
25 |
+
6,
|
26 |
+
4,
|
27 |
+
9,
|
28 |
+
0,
|
29 |
+
1
|
30 |
+
],
|
31 |
+
"osr_dataset": null,
|
32 |
+
"osr_classes": null,
|
33 |
+
"random_seed": 2023,
|
34 |
+
"eval": false,
|
35 |
+
"opt": "SGD",
|
36 |
+
"save_freq": 50,
|
37 |
+
"label_smoothing": 0,
|
38 |
+
"sim_block": "attention",
|
39 |
+
"num_sim_block": 1,
|
40 |
+
"sim_task": "reg",
|
41 |
+
"plot_model": false,
|
42 |
+
"plot_confusion_matrix": false,
|
43 |
+
"plot_feature_embedding": false,
|
44 |
+
"plot_roc": false,
|
45 |
+
"sim_alpha": 0.01,
|
46 |
+
"class_anchor": "mean",
|
47 |
+
"anchor_freq": 10,
|
48 |
+
"fusion": "cross-attention",
|
49 |
+
"model_config": {
|
50 |
+
"sim_block": "attention",
|
51 |
+
"num_sim_block": 1,
|
52 |
+
"sim_task": "reg",
|
53 |
+
"patch_size": 16,
|
54 |
+
"emb_dim": 768,
|
55 |
+
"mlp_dim": 3072,
|
56 |
+
"num_heads": 12,
|
57 |
+
"sim_num_heads": 12,
|
58 |
+
"num_layers": 12,
|
59 |
+
"attn_dropout_rate": 0.0,
|
60 |
+
"dropout_rate": 0.0
|
61 |
+
},
|
62 |
+
"tensorboard_dir": "runs/train/common0526_3_vitb16_CIFAR10_split2_2_exp/tb/",
|
63 |
+
"checkpoint_dir": "runs/train/common0526_3_vitb16_CIFAR10_split2_2_exp/ckpts/",
|
64 |
+
"embedding_dir": "runs/train/common0526_3_vitb16_CIFAR10_split2_2_exp/embeddings/",
|
65 |
+
"lightning_dir": "runs/train/common0526_3_vitb16_CIFAR10_split2_2_exp/lightning_logs/",
|
66 |
+
"result_dir": "runs/train/common0526_3_vitb16_CIFAR10_split2_2_exp"
|
67 |
+
}
|
common_vitb16_CIFAR10_split3_2_exp/ckpts/best.ckpt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1af6b825877131637fbdbd134e4ef31c9b67ebfd1372e10871450ab11863ff66
|
3 |
+
size 888977095
|
common_vitb16_CIFAR10_split3_2_exp/config.json
ADDED
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"tensorboard": true,
|
3 |
+
"wandb": true,
|
4 |
+
"exp_name": "common0526_3_vitb16_CIFAR10_split3_2",
|
5 |
+
"cfg": "configs/CIFAR10/vitb16_common0526_3.yaml",
|
6 |
+
"n_gpu": 1,
|
7 |
+
"model_arch": "vitb16",
|
8 |
+
"checkpoint_path": "runs/train/common0526_3_vitb16_CIFAR10_split3_1_exp/ckpts/best.ckpt",
|
9 |
+
"image_size": 128,
|
10 |
+
"batch_size": 256,
|
11 |
+
"num_workers_pgpu": 10,
|
12 |
+
"max_epochs": null,
|
13 |
+
"warmup_epochs": null,
|
14 |
+
"train_steps": 4590,
|
15 |
+
"warmup_steps": 500,
|
16 |
+
"lr": 0.005,
|
17 |
+
"lr_strategy": "one_cycle",
|
18 |
+
"num_restarts": null,
|
19 |
+
"wd": 0.0001,
|
20 |
+
"data_dir": "./data",
|
21 |
+
"dataset": "CIFAR10",
|
22 |
+
"num_classes": 6,
|
23 |
+
"known_classes": [
|
24 |
+
1,
|
25 |
+
5,
|
26 |
+
7,
|
27 |
+
3,
|
28 |
+
9,
|
29 |
+
4
|
30 |
+
],
|
31 |
+
"osr_dataset": null,
|
32 |
+
"osr_classes": null,
|
33 |
+
"random_seed": 2023,
|
34 |
+
"eval": false,
|
35 |
+
"opt": "SGD",
|
36 |
+
"save_freq": 50,
|
37 |
+
"label_smoothing": 0,
|
38 |
+
"sim_block": "attention",
|
39 |
+
"num_sim_block": 1,
|
40 |
+
"sim_task": "reg",
|
41 |
+
"plot_model": false,
|
42 |
+
"plot_confusion_matrix": false,
|
43 |
+
"plot_feature_embedding": false,
|
44 |
+
"plot_roc": false,
|
45 |
+
"sim_alpha": 0.01,
|
46 |
+
"class_anchor": "mean",
|
47 |
+
"anchor_freq": 10,
|
48 |
+
"fusion": "cross-attention",
|
49 |
+
"model_config": {
|
50 |
+
"sim_block": "attention",
|
51 |
+
"num_sim_block": 1,
|
52 |
+
"sim_task": "reg",
|
53 |
+
"patch_size": 16,
|
54 |
+
"emb_dim": 768,
|
55 |
+
"mlp_dim": 3072,
|
56 |
+
"num_heads": 12,
|
57 |
+
"sim_num_heads": 12,
|
58 |
+
"num_layers": 12,
|
59 |
+
"attn_dropout_rate": 0.0,
|
60 |
+
"dropout_rate": 0.0
|
61 |
+
},
|
62 |
+
"tensorboard_dir": "runs/train/common0526_3_vitb16_CIFAR10_split3_2_exp/tb/",
|
63 |
+
"checkpoint_dir": "runs/train/common0526_3_vitb16_CIFAR10_split3_2_exp/ckpts/",
|
64 |
+
"embedding_dir": "runs/train/common0526_3_vitb16_CIFAR10_split3_2_exp/embeddings/",
|
65 |
+
"lightning_dir": "runs/train/common0526_3_vitb16_CIFAR10_split3_2_exp/lightning_logs/",
|
66 |
+
"result_dir": "runs/train/common0526_3_vitb16_CIFAR10_split3_2_exp"
|
67 |
+
}
|
common_vitb16_CIFAR10_split4_2_exp/ckpts/best.ckpt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fec6d61fa39826f1e7cde6241813b54504b0bce05084c5cceba576d623b72adf
|
3 |
+
size 888977095
|
common_vitb16_CIFAR10_split4_2_exp/config.json
ADDED
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"tensorboard": true,
|
3 |
+
"wandb": true,
|
4 |
+
"exp_name": "common0526_3_vitb16_CIFAR10_split4_2",
|
5 |
+
"cfg": "configs/CIFAR10/vitb16_common0526_3.yaml",
|
6 |
+
"n_gpu": 1,
|
7 |
+
"model_arch": "vitb16",
|
8 |
+
"checkpoint_path": "runs/train/common0526_3_vitb16_CIFAR10_split4_1_exp/ckpts/best.ckpt",
|
9 |
+
"image_size": 128,
|
10 |
+
"batch_size": 256,
|
11 |
+
"num_workers_pgpu": 10,
|
12 |
+
"max_epochs": null,
|
13 |
+
"warmup_epochs": null,
|
14 |
+
"train_steps": 4590,
|
15 |
+
"warmup_steps": 500,
|
16 |
+
"lr": 0.005,
|
17 |
+
"lr_strategy": "one_cycle",
|
18 |
+
"num_restarts": null,
|
19 |
+
"wd": 0.0001,
|
20 |
+
"data_dir": "./data",
|
21 |
+
"dataset": "CIFAR10",
|
22 |
+
"num_classes": 6,
|
23 |
+
"known_classes": [
|
24 |
+
8,
|
25 |
+
6,
|
26 |
+
1,
|
27 |
+
9,
|
28 |
+
0,
|
29 |
+
7
|
30 |
+
],
|
31 |
+
"osr_dataset": null,
|
32 |
+
"osr_classes": null,
|
33 |
+
"random_seed": 2023,
|
34 |
+
"eval": false,
|
35 |
+
"opt": "SGD",
|
36 |
+
"save_freq": 50,
|
37 |
+
"label_smoothing": 0,
|
38 |
+
"sim_block": "attention",
|
39 |
+
"num_sim_block": 1,
|
40 |
+
"sim_task": "reg",
|
41 |
+
"plot_model": false,
|
42 |
+
"plot_confusion_matrix": false,
|
43 |
+
"plot_feature_embedding": false,
|
44 |
+
"plot_roc": false,
|
45 |
+
"sim_alpha": 0.01,
|
46 |
+
"class_anchor": "mean",
|
47 |
+
"anchor_freq": 10,
|
48 |
+
"fusion": "cross-attention",
|
49 |
+
"model_config": {
|
50 |
+
"sim_block": "attention",
|
51 |
+
"num_sim_block": 1,
|
52 |
+
"sim_task": "reg",
|
53 |
+
"patch_size": 16,
|
54 |
+
"emb_dim": 768,
|
55 |
+
"mlp_dim": 3072,
|
56 |
+
"num_heads": 12,
|
57 |
+
"sim_num_heads": 12,
|
58 |
+
"num_layers": 12,
|
59 |
+
"attn_dropout_rate": 0.0,
|
60 |
+
"dropout_rate": 0.0
|
61 |
+
},
|
62 |
+
"tensorboard_dir": "runs/train/common0526_3_vitb16_CIFAR10_split4_2_exp/tb/",
|
63 |
+
"checkpoint_dir": "runs/train/common0526_3_vitb16_CIFAR10_split4_2_exp/ckpts/",
|
64 |
+
"embedding_dir": "runs/train/common0526_3_vitb16_CIFAR10_split4_2_exp/embeddings/",
|
65 |
+
"lightning_dir": "runs/train/common0526_3_vitb16_CIFAR10_split4_2_exp/lightning_logs/",
|
66 |
+
"result_dir": "runs/train/common0526_3_vitb16_CIFAR10_split4_2_exp"
|
67 |
+
}
|
common_vitb16_CIFAR10_split5_2_exp/ckpts/best.ckpt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:20b6e38222ed5879247120cbce5258785e6ac72bb2383a3b08f3d8bf0d5d86f5
|
3 |
+
size 888977031
|
common_vitb16_CIFAR10_split5_2_exp/config.json
ADDED
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"tensorboard": true,
|
3 |
+
"wandb": true,
|
4 |
+
"exp_name": "common0526_3_vitb16_CIFAR10_split5_2",
|
5 |
+
"cfg": "configs/CIFAR10/vitb16_common0526_3.yaml",
|
6 |
+
"n_gpu": 1,
|
7 |
+
"model_arch": "vitb16",
|
8 |
+
"checkpoint_path": "runs/train/common0526_3_vitb16_CIFAR10_split5_1_exp/ckpts/best.ckpt",
|
9 |
+
"image_size": 128,
|
10 |
+
"batch_size": 256,
|
11 |
+
"num_workers_pgpu": 10,
|
12 |
+
"max_epochs": null,
|
13 |
+
"warmup_epochs": null,
|
14 |
+
"train_steps": 4590,
|
15 |
+
"warmup_steps": 500,
|
16 |
+
"lr": 0.005,
|
17 |
+
"lr_strategy": "one_cycle",
|
18 |
+
"num_restarts": null,
|
19 |
+
"wd": 0.0001,
|
20 |
+
"data_dir": "./data",
|
21 |
+
"dataset": "CIFAR10",
|
22 |
+
"num_classes": 6,
|
23 |
+
"known_classes": [
|
24 |
+
2,
|
25 |
+
4,
|
26 |
+
1,
|
27 |
+
7,
|
28 |
+
9,
|
29 |
+
6
|
30 |
+
],
|
31 |
+
"osr_dataset": null,
|
32 |
+
"osr_classes": null,
|
33 |
+
"random_seed": 2023,
|
34 |
+
"eval": false,
|
35 |
+
"opt": "SGD",
|
36 |
+
"save_freq": 50,
|
37 |
+
"label_smoothing": 0,
|
38 |
+
"sim_block": "attention",
|
39 |
+
"num_sim_block": 1,
|
40 |
+
"sim_task": "reg",
|
41 |
+
"plot_model": false,
|
42 |
+
"plot_confusion_matrix": false,
|
43 |
+
"plot_feature_embedding": false,
|
44 |
+
"plot_roc": false,
|
45 |
+
"sim_alpha": 0.01,
|
46 |
+
"class_anchor": "mean",
|
47 |
+
"anchor_freq": 10,
|
48 |
+
"fusion": "cross-attention",
|
49 |
+
"model_config": {
|
50 |
+
"sim_block": "attention",
|
51 |
+
"num_sim_block": 1,
|
52 |
+
"sim_task": "reg",
|
53 |
+
"patch_size": 16,
|
54 |
+
"emb_dim": 768,
|
55 |
+
"mlp_dim": 3072,
|
56 |
+
"num_heads": 12,
|
57 |
+
"sim_num_heads": 12,
|
58 |
+
"num_layers": 12,
|
59 |
+
"attn_dropout_rate": 0.0,
|
60 |
+
"dropout_rate": 0.0
|
61 |
+
},
|
62 |
+
"tensorboard_dir": "runs/train/common0526_3_vitb16_CIFAR10_split5_2_exp/tb/",
|
63 |
+
"checkpoint_dir": "runs/train/common0526_3_vitb16_CIFAR10_split5_2_exp/ckpts/",
|
64 |
+
"embedding_dir": "runs/train/common0526_3_vitb16_CIFAR10_split5_2_exp/embeddings/",
|
65 |
+
"lightning_dir": "runs/train/common0526_3_vitb16_CIFAR10_split5_2_exp/lightning_logs/",
|
66 |
+
"result_dir": "runs/train/common0526_3_vitb16_CIFAR10_split5_2_exp"
|
67 |
+
}
|