End of training
Browse files- README.md +61 -0
- model.safetensors +1 -1
- runs/Apr10_05-31-45_baa961a2407f/events.out.tfevents.1712727127.baa961a2407f.812.2 +2 -2
- tmp-checkpoint-142/config.json +211 -0
- tmp-checkpoint-142/model.safetensors +3 -0
- tmp-checkpoint-142/optimizer.pt +3 -0
- tmp-checkpoint-142/preprocessor_config.json +22 -0
- tmp-checkpoint-142/training_args.bin +3 -0
README.md
ADDED
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: apache-2.0
|
3 |
+
base_model: Dhyey8/vit-base-patch16-224-finetuned-teeth_dataset
|
4 |
+
tags:
|
5 |
+
- generated_from_trainer
|
6 |
+
datasets:
|
7 |
+
- imagefolder
|
8 |
+
model-index:
|
9 |
+
- name: vit-base-patch16-224-finetuned-teeth_dataset-finetuned-teeth_dataset-V2
|
10 |
+
results: []
|
11 |
+
---
|
12 |
+
|
13 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
14 |
+
should probably proofread and complete it, then remove this comment. -->
|
15 |
+
|
16 |
+
# vit-base-patch16-224-finetuned-teeth_dataset-finetuned-teeth_dataset-V2
|
17 |
+
|
18 |
+
This model is a fine-tuned version of [Dhyey8/vit-base-patch16-224-finetuned-teeth_dataset](https://huggingface.co/Dhyey8/vit-base-patch16-224-finetuned-teeth_dataset) on the imagefolder dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- eval_loss: 0.3243
|
21 |
+
- eval_accuracy: 0.9783
|
22 |
+
- eval_runtime: 7.3971
|
23 |
+
- eval_samples_per_second: 62.186
|
24 |
+
- eval_steps_per_second: 2.028
|
25 |
+
- epoch: 37.87
|
26 |
+
- step: 142
|
27 |
+
|
28 |
+
## Model description
|
29 |
+
|
30 |
+
More information needed
|
31 |
+
|
32 |
+
## Intended uses & limitations
|
33 |
+
|
34 |
+
More information needed
|
35 |
+
|
36 |
+
## Training and evaluation data
|
37 |
+
|
38 |
+
More information needed
|
39 |
+
|
40 |
+
## Training procedure
|
41 |
+
|
42 |
+
### Training hyperparameters
|
43 |
+
|
44 |
+
The following hyperparameters were used during training:
|
45 |
+
- learning_rate: 5e-05
|
46 |
+
- train_batch_size: 32
|
47 |
+
- eval_batch_size: 32
|
48 |
+
- seed: 42
|
49 |
+
- gradient_accumulation_steps: 4
|
50 |
+
- total_train_batch_size: 128
|
51 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
52 |
+
- lr_scheduler_type: linear
|
53 |
+
- lr_scheduler_warmup_ratio: 0.1
|
54 |
+
- num_epochs: 50
|
55 |
+
|
56 |
+
### Framework versions
|
57 |
+
|
58 |
+
- Transformers 4.38.2
|
59 |
+
- Pytorch 2.2.1+cu121
|
60 |
+
- Datasets 2.18.0
|
61 |
+
- Tokenizers 0.15.2
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 343500824
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a6bd4626bf57b8ef3de9e49c6fe46c74f5f1a4a91481b82c17525bffb893a446
|
3 |
size 343500824
|
runs/Apr10_05-31-45_baa961a2407f/events.out.tfevents.1712727127.baa961a2407f.812.2
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f51d35355c100c01159322af0655d71b3a72f61e6762df2d0ae36fe433487529
|
3 |
+
size 22411
|
tmp-checkpoint-142/config.json
ADDED
@@ -0,0 +1,211 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "Dhyey8/vit-base-patch16-224-finetuned-teeth_dataset",
|
3 |
+
"architectures": [
|
4 |
+
"ViTForImageClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"encoder_stride": 16,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.0,
|
10 |
+
"hidden_size": 768,
|
11 |
+
"id2label": {
|
12 |
+
"0": "1",
|
13 |
+
"1": "10",
|
14 |
+
"2": "11",
|
15 |
+
"3": "12",
|
16 |
+
"4": "13",
|
17 |
+
"5": "14",
|
18 |
+
"6": "15",
|
19 |
+
"7": "16",
|
20 |
+
"8": "17",
|
21 |
+
"9": "18",
|
22 |
+
"10": "19",
|
23 |
+
"11": "2",
|
24 |
+
"12": "20",
|
25 |
+
"13": "21",
|
26 |
+
"14": "22",
|
27 |
+
"15": "23",
|
28 |
+
"16": "24",
|
29 |
+
"17": "25",
|
30 |
+
"18": "26",
|
31 |
+
"19": "27",
|
32 |
+
"20": "28",
|
33 |
+
"21": "29",
|
34 |
+
"22": "3",
|
35 |
+
"23": "30",
|
36 |
+
"24": "31",
|
37 |
+
"25": "32",
|
38 |
+
"26": "33",
|
39 |
+
"27": "34",
|
40 |
+
"28": "35",
|
41 |
+
"29": "36",
|
42 |
+
"30": "37",
|
43 |
+
"31": "38",
|
44 |
+
"32": "39",
|
45 |
+
"33": "4",
|
46 |
+
"34": "40",
|
47 |
+
"35": "41",
|
48 |
+
"36": "42",
|
49 |
+
"37": "43",
|
50 |
+
"38": "44",
|
51 |
+
"39": "45",
|
52 |
+
"40": "46",
|
53 |
+
"41": "47",
|
54 |
+
"42": "48",
|
55 |
+
"43": "49",
|
56 |
+
"44": "5",
|
57 |
+
"45": "50",
|
58 |
+
"46": "51",
|
59 |
+
"47": "52",
|
60 |
+
"48": "53",
|
61 |
+
"49": "54",
|
62 |
+
"50": "55",
|
63 |
+
"51": "56",
|
64 |
+
"52": "57",
|
65 |
+
"53": "58",
|
66 |
+
"54": "59",
|
67 |
+
"55": "6",
|
68 |
+
"56": "60",
|
69 |
+
"57": "61",
|
70 |
+
"58": "62",
|
71 |
+
"59": "63",
|
72 |
+
"60": "64",
|
73 |
+
"61": "65",
|
74 |
+
"62": "66",
|
75 |
+
"63": "67",
|
76 |
+
"64": "68",
|
77 |
+
"65": "69",
|
78 |
+
"66": "7",
|
79 |
+
"67": "70",
|
80 |
+
"68": "71",
|
81 |
+
"69": "72",
|
82 |
+
"70": "73",
|
83 |
+
"71": "74",
|
84 |
+
"72": "75",
|
85 |
+
"73": "76",
|
86 |
+
"74": "77",
|
87 |
+
"75": "78",
|
88 |
+
"76": "79",
|
89 |
+
"77": "8",
|
90 |
+
"78": "80",
|
91 |
+
"79": "81",
|
92 |
+
"80": "82",
|
93 |
+
"81": "83",
|
94 |
+
"82": "84",
|
95 |
+
"83": "85",
|
96 |
+
"84": "86",
|
97 |
+
"85": "87",
|
98 |
+
"86": "88",
|
99 |
+
"87": "89",
|
100 |
+
"88": "9",
|
101 |
+
"89": "90",
|
102 |
+
"90": "91",
|
103 |
+
"91": "92"
|
104 |
+
},
|
105 |
+
"image_size": 224,
|
106 |
+
"initializer_range": 0.02,
|
107 |
+
"intermediate_size": 3072,
|
108 |
+
"label2id": {
|
109 |
+
"1": 0,
|
110 |
+
"10": 1,
|
111 |
+
"11": 2,
|
112 |
+
"12": 3,
|
113 |
+
"13": 4,
|
114 |
+
"14": 5,
|
115 |
+
"15": 6,
|
116 |
+
"16": 7,
|
117 |
+
"17": 8,
|
118 |
+
"18": 9,
|
119 |
+
"19": 10,
|
120 |
+
"2": 11,
|
121 |
+
"20": 12,
|
122 |
+
"21": 13,
|
123 |
+
"22": 14,
|
124 |
+
"23": 15,
|
125 |
+
"24": 16,
|
126 |
+
"25": 17,
|
127 |
+
"26": 18,
|
128 |
+
"27": 19,
|
129 |
+
"28": 20,
|
130 |
+
"29": 21,
|
131 |
+
"3": 22,
|
132 |
+
"30": 23,
|
133 |
+
"31": 24,
|
134 |
+
"32": 25,
|
135 |
+
"33": 26,
|
136 |
+
"34": 27,
|
137 |
+
"35": 28,
|
138 |
+
"36": 29,
|
139 |
+
"37": 30,
|
140 |
+
"38": 31,
|
141 |
+
"39": 32,
|
142 |
+
"4": 33,
|
143 |
+
"40": 34,
|
144 |
+
"41": 35,
|
145 |
+
"42": 36,
|
146 |
+
"43": 37,
|
147 |
+
"44": 38,
|
148 |
+
"45": 39,
|
149 |
+
"46": 40,
|
150 |
+
"47": 41,
|
151 |
+
"48": 42,
|
152 |
+
"49": 43,
|
153 |
+
"5": 44,
|
154 |
+
"50": 45,
|
155 |
+
"51": 46,
|
156 |
+
"52": 47,
|
157 |
+
"53": 48,
|
158 |
+
"54": 49,
|
159 |
+
"55": 50,
|
160 |
+
"56": 51,
|
161 |
+
"57": 52,
|
162 |
+
"58": 53,
|
163 |
+
"59": 54,
|
164 |
+
"6": 55,
|
165 |
+
"60": 56,
|
166 |
+
"61": 57,
|
167 |
+
"62": 58,
|
168 |
+
"63": 59,
|
169 |
+
"64": 60,
|
170 |
+
"65": 61,
|
171 |
+
"66": 62,
|
172 |
+
"67": 63,
|
173 |
+
"68": 64,
|
174 |
+
"69": 65,
|
175 |
+
"7": 66,
|
176 |
+
"70": 67,
|
177 |
+
"71": 68,
|
178 |
+
"72": 69,
|
179 |
+
"73": 70,
|
180 |
+
"74": 71,
|
181 |
+
"75": 72,
|
182 |
+
"76": 73,
|
183 |
+
"77": 74,
|
184 |
+
"78": 75,
|
185 |
+
"79": 76,
|
186 |
+
"8": 77,
|
187 |
+
"80": 78,
|
188 |
+
"81": 79,
|
189 |
+
"82": 80,
|
190 |
+
"83": 81,
|
191 |
+
"84": 82,
|
192 |
+
"85": 83,
|
193 |
+
"86": 84,
|
194 |
+
"87": 85,
|
195 |
+
"88": 86,
|
196 |
+
"89": 87,
|
197 |
+
"9": 88,
|
198 |
+
"90": 89,
|
199 |
+
"91": 90,
|
200 |
+
"92": 91
|
201 |
+
},
|
202 |
+
"layer_norm_eps": 1e-12,
|
203 |
+
"model_type": "vit",
|
204 |
+
"num_attention_heads": 12,
|
205 |
+
"num_channels": 3,
|
206 |
+
"num_hidden_layers": 12,
|
207 |
+
"patch_size": 16,
|
208 |
+
"qkv_bias": true,
|
209 |
+
"torch_dtype": "float32",
|
210 |
+
"transformers_version": "4.38.2"
|
211 |
+
}
|
tmp-checkpoint-142/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a6bd4626bf57b8ef3de9e49c6fe46c74f5f1a4a91481b82c17525bffb893a446
|
3 |
+
size 343500824
|
tmp-checkpoint-142/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4dac44bc206efcb696c5c9e145040ef261184376f5f1f569f0947b8842c7d274
|
3 |
+
size 176295936
|
tmp-checkpoint-142/preprocessor_config.json
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"do_rescale": true,
|
4 |
+
"do_resize": true,
|
5 |
+
"image_mean": [
|
6 |
+
0.485,
|
7 |
+
0.456,
|
8 |
+
0.406
|
9 |
+
],
|
10 |
+
"image_processor_type": "ViTImageProcessor",
|
11 |
+
"image_std": [
|
12 |
+
0.229,
|
13 |
+
0.224,
|
14 |
+
0.225
|
15 |
+
],
|
16 |
+
"resample": 3,
|
17 |
+
"rescale_factor": 0.00392156862745098,
|
18 |
+
"size": {
|
19 |
+
"height": 224,
|
20 |
+
"width": 224
|
21 |
+
}
|
22 |
+
}
|
tmp-checkpoint-142/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:da7c38e3c6d2fb14d5f9a05980e4a4a924cf387140645e56a16f3e99c5fb6aff
|
3 |
+
size 4984
|