Commit
•
0abbf68
1
Parent(s):
c4de491
Training in progress, epoch 1
Browse files- config.json +109 -0
- logs/events.out.tfevents.1716443927.u22redoip03 +3 -0
- model.safetensors +3 -0
- preprocessor_config.json +45 -0
- runs/events.out.tfevents.1716443913.u22redoip03 +0 -0
- training_args.bin +3 -0
- transforms.json +44 -0
config.json
ADDED
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "facebook/dinov2-large",
|
3 |
+
"apply_layernorm": true,
|
4 |
+
"architectures": [
|
5 |
+
"NewheadDinov2ForImageClassification"
|
6 |
+
],
|
7 |
+
"attention_probs_dropout_prob": 0.0,
|
8 |
+
"drop_path_rate": 0.0,
|
9 |
+
"hidden_act": "gelu",
|
10 |
+
"hidden_dropout_prob": 0.0,
|
11 |
+
"hidden_size": 1024,
|
12 |
+
"id2label": {
|
13 |
+
"0": "Acropore_branched",
|
14 |
+
"1": "Acropore_digitised",
|
15 |
+
"2": "Acropore_tabular",
|
16 |
+
"3": "Algae_assembly",
|
17 |
+
"4": "Algae_limestone",
|
18 |
+
"5": "Algae_sodding",
|
19 |
+
"6": "Dead_coral",
|
20 |
+
"7": "Living_coral",
|
21 |
+
"8": "Millepore",
|
22 |
+
"9": "No_acropore_encrusting",
|
23 |
+
"10": "No_acropore_massive",
|
24 |
+
"11": "No_acropore_sub_massive",
|
25 |
+
"12": "Rock",
|
26 |
+
"13": "Sand",
|
27 |
+
"14": "Rubble",
|
28 |
+
"15": "Sea_urchins",
|
29 |
+
"16": "Sponge",
|
30 |
+
"17": "Thalassodendron_ciliatum",
|
31 |
+
"18": "Useless",
|
32 |
+
"19": "Acropore_sub_massive",
|
33 |
+
"20": "Algae_drawn_up",
|
34 |
+
"21": "Bleached_coral"
|
35 |
+
},
|
36 |
+
"image_size": 160,
|
37 |
+
"initializer_range": 0.02,
|
38 |
+
"label2id": {
|
39 |
+
"Acropore_branched": 0,
|
40 |
+
"Acropore_digitised": 1,
|
41 |
+
"Acropore_sub_massive": 19,
|
42 |
+
"Acropore_tabular": 2,
|
43 |
+
"Algae_assembly": 3,
|
44 |
+
"Algae_drawn_up": 20,
|
45 |
+
"Algae_limestone": 4,
|
46 |
+
"Algae_sodding": 5,
|
47 |
+
"Bleached_coral": 21,
|
48 |
+
"Dead_coral": 6,
|
49 |
+
"Living_coral": 7,
|
50 |
+
"Millepore": 8,
|
51 |
+
"No_acropore_encrusting": 9,
|
52 |
+
"No_acropore_massive": 10,
|
53 |
+
"No_acropore_sub_massive": 11,
|
54 |
+
"Rock": 12,
|
55 |
+
"Rubble": 14,
|
56 |
+
"Sand": 13,
|
57 |
+
"Sea_urchins": 15,
|
58 |
+
"Sponge": 16,
|
59 |
+
"Thalassodendron_ciliatum": 17,
|
60 |
+
"Useless": 18
|
61 |
+
},
|
62 |
+
"layer_norm_eps": 1e-06,
|
63 |
+
"layerscale_value": 1.0,
|
64 |
+
"mlp_ratio": 4,
|
65 |
+
"model_type": "dinov2",
|
66 |
+
"num_attention_heads": 16,
|
67 |
+
"num_channels": 3,
|
68 |
+
"num_hidden_layers": 24,
|
69 |
+
"out_features": [
|
70 |
+
"stage24"
|
71 |
+
],
|
72 |
+
"out_indices": [
|
73 |
+
24
|
74 |
+
],
|
75 |
+
"patch_size": 14,
|
76 |
+
"problem_type": "multi_label_classification",
|
77 |
+
"qkv_bias": true,
|
78 |
+
"reshape_hidden_states": true,
|
79 |
+
"stage_names": [
|
80 |
+
"stem",
|
81 |
+
"stage1",
|
82 |
+
"stage2",
|
83 |
+
"stage3",
|
84 |
+
"stage4",
|
85 |
+
"stage5",
|
86 |
+
"stage6",
|
87 |
+
"stage7",
|
88 |
+
"stage8",
|
89 |
+
"stage9",
|
90 |
+
"stage10",
|
91 |
+
"stage11",
|
92 |
+
"stage12",
|
93 |
+
"stage13",
|
94 |
+
"stage14",
|
95 |
+
"stage15",
|
96 |
+
"stage16",
|
97 |
+
"stage17",
|
98 |
+
"stage18",
|
99 |
+
"stage19",
|
100 |
+
"stage20",
|
101 |
+
"stage21",
|
102 |
+
"stage22",
|
103 |
+
"stage23",
|
104 |
+
"stage24"
|
105 |
+
],
|
106 |
+
"torch_dtype": "float32",
|
107 |
+
"transformers_version": "4.41.0",
|
108 |
+
"use_swiglu_ffn": false
|
109 |
+
}
|
logs/events.out.tfevents.1716443927.u22redoip03
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e833c637bb8543e52ffeb49d35aa8a5c9767b6f2b8e29f880c62558f9dda01b5
|
3 |
+
size 6696
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0918025a9fc58e88c3bb177d42fe1ffc50445128de0dae6e4262b0913c5fca8d
|
3 |
+
size 1222977224
|
preprocessor_config.json
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_valid_processor_keys": [
|
3 |
+
"images",
|
4 |
+
"do_resize",
|
5 |
+
"size",
|
6 |
+
"resample",
|
7 |
+
"do_center_crop",
|
8 |
+
"crop_size",
|
9 |
+
"do_rescale",
|
10 |
+
"rescale_factor",
|
11 |
+
"do_normalize",
|
12 |
+
"image_mean",
|
13 |
+
"image_std",
|
14 |
+
"do_convert_rgb",
|
15 |
+
"return_tensors",
|
16 |
+
"data_format",
|
17 |
+
"input_data_format"
|
18 |
+
],
|
19 |
+
"crop_size": {
|
20 |
+
"height": 224,
|
21 |
+
"width": 224
|
22 |
+
},
|
23 |
+
"do_center_crop": false,
|
24 |
+
"do_convert_rgb": true,
|
25 |
+
"do_normalize": true,
|
26 |
+
"do_rescale": true,
|
27 |
+
"do_resize": true,
|
28 |
+
"image_mean": [
|
29 |
+
0.485,
|
30 |
+
0.456,
|
31 |
+
0.406
|
32 |
+
],
|
33 |
+
"image_processor_type": "BitImageProcessor",
|
34 |
+
"image_std": [
|
35 |
+
0.229,
|
36 |
+
0.224,
|
37 |
+
0.225
|
38 |
+
],
|
39 |
+
"resample": 3,
|
40 |
+
"rescale_factor": 0.00392156862745098,
|
41 |
+
"size": {
|
42 |
+
"height": 160,
|
43 |
+
"width": 160
|
44 |
+
}
|
45 |
+
}
|
runs/events.out.tfevents.1716443913.u22redoip03
ADDED
File without changes
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cbb031f7ecec763e8afec78332edfef47a60cfa348fde66780d0f64e3eb85f3f
|
3 |
+
size 5240
|
transforms.json
ADDED
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"train_transforms": [
|
3 |
+
{
|
4 |
+
"operation": "PreProcess"
|
5 |
+
},
|
6 |
+
{
|
7 |
+
"operation": "Resize",
|
8 |
+
"probability": 1.0
|
9 |
+
},
|
10 |
+
{
|
11 |
+
"operation": "RandomHorizontalFlip",
|
12 |
+
"probability": 0.25
|
13 |
+
},
|
14 |
+
{
|
15 |
+
"operation": "RandomVerticalFlip",
|
16 |
+
"probability": 0.25
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"operation": "ColorJiggle",
|
20 |
+
"probability": 0.25
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"operation": "RandomPerspective",
|
24 |
+
"probability": 0.25
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"operation": "Normalize",
|
28 |
+
"probability": 1.0
|
29 |
+
}
|
30 |
+
],
|
31 |
+
"val_transforms": [
|
32 |
+
{
|
33 |
+
"operation": "PreProcess"
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"operation": "Resize",
|
37 |
+
"probability": 1.0
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"operation": "Normalize",
|
41 |
+
"probability": 1.0
|
42 |
+
}
|
43 |
+
]
|
44 |
+
}
|