Augusto777 commited on
Commit
bda67d6
1 Parent(s): 218bd75

Model save

Browse files
README.md ADDED
@@ -0,0 +1,100 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: google/vit-base-patch16-224
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ model-index:
9
+ - name: vit-base-patch16-224-dmae-va-U5-42D
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-dmae-va-U5-42D
17
+
18
+ This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on an unknown dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 1.3051
21
+ - Accuracy: 0.5
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 0.003
41
+ - train_batch_size: 32
42
+ - eval_batch_size: 32
43
+ - seed: 42
44
+ - gradient_accumulation_steps: 4
45
+ - total_train_batch_size: 128
46
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
47
+ - lr_scheduler_type: linear
48
+ - lr_scheduler_warmup_ratio: 0.1
49
+ - num_epochs: 42
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
54
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
55
+ | No log | 0.9 | 7 | 1.0970 | 0.5167 |
56
+ | 1.3527 | 1.94 | 15 | 1.0383 | 0.55 |
57
+ | 1.3527 | 2.97 | 23 | 1.2351 | 0.4167 |
58
+ | 1.3013 | 4.0 | 31 | 1.3025 | 0.3333 |
59
+ | 1.3706 | 4.9 | 38 | 1.3800 | 0.2167 |
60
+ | 1.3706 | 5.94 | 46 | 1.4609 | 0.1833 |
61
+ | 1.4415 | 6.97 | 54 | 1.3718 | 0.4333 |
62
+ | 1.3602 | 8.0 | 62 | 1.3173 | 0.3167 |
63
+ | 1.3602 | 8.9 | 69 | 1.2827 | 0.4 |
64
+ | 1.3079 | 9.94 | 77 | 1.3167 | 0.3167 |
65
+ | 1.3247 | 10.97 | 85 | 1.2579 | 0.4 |
66
+ | 1.3247 | 12.0 | 93 | 1.3202 | 0.2 |
67
+ | 1.3102 | 12.9 | 100 | 1.2354 | 0.45 |
68
+ | 1.2807 | 13.94 | 108 | 1.3610 | 0.25 |
69
+ | 1.2807 | 14.97 | 116 | 1.2803 | 0.4 |
70
+ | 1.2774 | 16.0 | 124 | 1.3338 | 0.2167 |
71
+ | 1.2774 | 16.9 | 131 | 1.2549 | 0.35 |
72
+ | 1.2596 | 17.94 | 139 | 1.2693 | 0.3667 |
73
+ | 1.2413 | 18.97 | 147 | 1.3005 | 0.2167 |
74
+ | 1.2413 | 20.0 | 155 | 1.2299 | 0.4333 |
75
+ | 1.262 | 20.9 | 162 | 1.3454 | 0.2667 |
76
+ | 1.2261 | 21.94 | 170 | 1.2818 | 0.3167 |
77
+ | 1.2261 | 22.97 | 178 | 1.2498 | 0.4333 |
78
+ | 1.2405 | 24.0 | 186 | 1.3376 | 0.3167 |
79
+ | 1.2245 | 24.9 | 193 | 1.2595 | 0.3667 |
80
+ | 1.2245 | 25.94 | 201 | 1.3319 | 0.4 |
81
+ | 1.2034 | 26.97 | 209 | 1.2528 | 0.3833 |
82
+ | 1.1818 | 28.0 | 217 | 1.3656 | 0.3667 |
83
+ | 1.1818 | 28.9 | 224 | 1.2501 | 0.3833 |
84
+ | 1.1479 | 29.94 | 232 | 1.3241 | 0.3 |
85
+ | 1.1193 | 30.97 | 240 | 1.3803 | 0.3667 |
86
+ | 1.1193 | 32.0 | 248 | 1.2294 | 0.4167 |
87
+ | 1.1071 | 32.9 | 255 | 1.4134 | 0.5 |
88
+ | 1.1071 | 33.94 | 263 | 1.4123 | 0.3667 |
89
+ | 1.0429 | 34.97 | 271 | 1.2184 | 0.5 |
90
+ | 1.0528 | 36.0 | 279 | 1.3100 | 0.45 |
91
+ | 1.0528 | 36.9 | 286 | 1.3249 | 0.3833 |
92
+ | 1.0055 | 37.94 | 294 | 1.3051 | 0.5 |
93
+
94
+
95
+ ### Framework versions
96
+
97
+ - Transformers 4.38.2
98
+ - Pytorch 2.2.1+cu121
99
+ - Datasets 2.18.0
100
+ - Tokenizers 0.15.2
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b8aee80c7e595a6ddff7625c10502025a883097ea675c7738793eefbd77a7eb6
3
  size 343230128
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a14e7074fa28ec7d2fb6521168a261c361b28027a24e21233f753f059222954f
3
  size 343230128
runs/Apr19_02-50-17_60db23225263/events.out.tfevents.1713495058.60db23225263.1082.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a043c7ab515bcdad82638fc49808591a2332a006c61d4b44c0118a4ea5be5942
3
- size 21918
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3c85ab3285fbe9c630c3198f8ad0e48639eb8ba8eec6f9a49c27b017ec3fda21
3
+ size 22272