Hugging Face's logo

Augusto777
/
swiftformer-xs-DMAE

TensorBoard
Safetensors
swiftformer
Generated from Trainer
Eval Results
Model card Files Metrics Community
Augusto777 commited on
Commit
14b3e3f
·
verified ·
1 Parent(s): 9566f06

Model save

Browse files
Files changed (3) hide show
  1. README.md +39 -39
  2. model.safetensors +1 -1
  3. runs/Dec02_13-15-11_DESKTOP-SKBE9FB/events.out.tfevents.1733166912.DESKTOP-SKBE9FB.8852.0 +2 -2
README.md CHANGED
@@ -21,7 +21,7 @@ model-index:
21
  metrics:
22
  - name: Accuracy
23
  type: accuracy
24
- value: 0.717391304347826
25
  ---
26
 
27
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -31,8 +31,8 @@ should probably proofread and complete it, then remove this comment. -->
31
 
32
  This model is a fine-tuned version of [MBZUAI/swiftformer-xs](https://huggingface.co/MBZUAI/swiftformer-xs) on the imagefolder dataset.
33
  It achieves the following results on the evaluation set:
34
- - Loss: 0.8398
35
- - Accuracy: 0.7174
36
 
37
  ## Model description
38
 
@@ -51,7 +51,7 @@ More information needed
51
  ### Training hyperparameters
52
 
53
  The following hyperparameters were used during training:
54
- - learning_rate: 0.005
55
  - train_batch_size: 16
56
  - eval_batch_size: 16
57
  - seed: 42
@@ -66,41 +66,41 @@ The following hyperparameters were used during training:
66
 
67
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
68
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
69
- | No log | 0.86 | 3 | 1.3706 | 0.5217 |
70
- | No log | 2.0 | 7 | 1.1520 | 0.6304 |
71
- | 1.2948 | 2.86 | 10 | 1.2934 | 0.6087 |
72
- | 1.2948 | 4.0 | 14 | 1.2139 | 0.6304 |
73
- | 1.2948 | 4.86 | 17 | 2.5946 | 0.5217 |
74
- | 1.1888 | 6.0 | 21 | 1.1217 | 0.4783 |
75
- | 1.1888 | 6.86 | 24 | 1.1050 | 0.5870 |
76
- | 1.1888 | 8.0 | 28 | 1.6684 | 0.3913 |
77
- | 1.1236 | 8.86 | 31 | 0.8968 | 0.6739 |
78
- | 1.1236 | 10.0 | 35 | 1.2404 | 0.5652 |
79
- | 1.1236 | 10.86 | 38 | 0.9957 | 0.6087 |
80
- | 1.0477 | 12.0 | 42 | 1.1694 | 0.5 |
81
- | 1.0477 | 12.86 | 45 | 0.9247 | 0.6957 |
82
- | 1.0477 | 14.0 | 49 | 0.9464 | 0.6304 |
83
- | 1.0264 | 14.86 | 52 | 0.8716 | 0.6087 |
84
- | 1.0264 | 16.0 | 56 | 0.8909 | 0.6739 |
85
- | 1.0264 | 16.86 | 59 | 0.8654 | 0.6739 |
86
- | 0.909 | 18.0 | 63 | 0.9091 | 0.6087 |
87
- | 0.909 | 18.86 | 66 | 0.8398 | 0.7174 |
88
- | 0.8914 | 20.0 | 70 | 0.9393 | 0.6522 |
89
- | 0.8914 | 20.86 | 73 | 0.9567 | 0.6739 |
90
- | 0.8914 | 22.0 | 77 | 0.9479 | 0.6087 |
91
- | 0.8573 | 22.86 | 80 | 0.9308 | 0.6739 |
92
- | 0.8573 | 24.0 | 84 | 0.8986 | 0.6739 |
93
- | 0.8573 | 24.86 | 87 | 0.9345 | 0.6739 |
94
- | 0.8249 | 26.0 | 91 | 0.9843 | 0.6087 |
95
- | 0.8249 | 26.86 | 94 | 0.9945 | 0.6087 |
96
- | 0.8249 | 28.0 | 98 | 0.9493 | 0.5870 |
97
- | 0.8307 | 28.86 | 101 | 0.9074 | 0.6739 |
98
- | 0.8307 | 30.0 | 105 | 0.9497 | 0.6304 |
99
- | 0.8307 | 30.86 | 108 | 0.9572 | 0.6087 |
100
- | 0.7781 | 32.0 | 112 | 0.9732 | 0.6087 |
101
- | 0.7781 | 32.86 | 115 | 0.9418 | 0.6304 |
102
- | 0.7781 | 34.0 | 119 | 0.9533 | 0.6087 |
103
- | 0.8104 | 34.29 | 120 | 0.9481 | 0.6087 |
104
 
105
 
106
  ### Framework versions
 
21
  metrics:
22
  - name: Accuracy
23
  type: accuracy
24
+ value: 0.45652173913043476
25
  ---
26
 
27
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
31
 
32
  This model is a fine-tuned version of [MBZUAI/swiftformer-xs](https://huggingface.co/MBZUAI/swiftformer-xs) on the imagefolder dataset.
33
  It achieves the following results on the evaluation set:
34
+ - Loss: 1.2346
35
+ - Accuracy: 0.4565
36
 
37
  ## Model description
38
 
 
51
  ### Training hyperparameters
52
 
53
  The following hyperparameters were used during training:
54
+ - learning_rate: 0.008
55
  - train_batch_size: 16
56
  - eval_batch_size: 16
57
  - seed: 42
 
66
 
67
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
68
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
69
+ | No log | 0.86 | 3 | 1.3591 | 0.5435 |
70
+ | No log | 2.0 | 7 | 1.2312 | 0.5435 |
71
+ | 1.2973 | 2.86 | 10 | 2.0533 | 0.3913 |
72
+ | 1.2973 | 4.0 | 14 | 3.3852 | 0.1304 |
73
+ | 1.2973 | 4.86 | 17 | 5.4029 | 0.2826 |
74
+ | 1.3932 | 6.0 | 21 | 6.7309 | 0.1522 |
75
+ | 1.3932 | 6.86 | 24 | 1.1894 | 0.4565 |
76
+ | 1.3932 | 8.0 | 28 | 1.3668 | 0.4565 |
77
+ | 1.224 | 8.86 | 31 | 1.4738 | 0.3043 |
78
+ | 1.224 | 10.0 | 35 | 3.3027 | 0.4783 |
79
+ | 1.224 | 10.86 | 38 | 1.5452 | 0.4565 |
80
+ | 1.1773 | 12.0 | 42 | 2.5106 | 0.3261 |
81
+ | 1.1773 | 12.86 | 45 | 2.3560 | 0.4565 |
82
+ | 1.1773 | 14.0 | 49 | 1.3445 | 0.5 |
83
+ | 1.2552 | 14.86 | 52 | 1.2641 | 0.4348 |
84
+ | 1.2552 | 16.0 | 56 | 1.2810 | 0.4130 |
85
+ | 1.2552 | 16.86 | 59 | 1.2486 | 0.4348 |
86
+ | 1.1857 | 18.0 | 63 | 1.3769 | 0.4565 |
87
+ | 1.1857 | 18.86 | 66 | 1.3311 | 0.3913 |
88
+ | 1.2054 | 20.0 | 70 | 1.3728 | 0.3043 |
89
+ | 1.2054 | 20.86 | 73 | 1.2437 | 0.4565 |
90
+ | 1.2054 | 22.0 | 77 | 1.2751 | 0.4130 |
91
+ | 1.2037 | 22.86 | 80 | 1.2529 | 0.4565 |
92
+ | 1.2037 | 24.0 | 84 | 1.2354 | 0.4565 |
93
+ | 1.2037 | 24.86 | 87 | 1.2389 | 0.4348 |
94
+ | 1.1888 | 26.0 | 91 | 1.2456 | 0.4348 |
95
+ | 1.1888 | 26.86 | 94 | 1.2312 | 0.4565 |
96
+ | 1.1888 | 28.0 | 98 | 1.2453 | 0.4565 |
97
+ | 1.1872 | 28.86 | 101 | 1.2507 | 0.4565 |
98
+ | 1.1872 | 30.0 | 105 | 1.2599 | 0.4130 |
99
+ | 1.1872 | 30.86 | 108 | 1.2493 | 0.4565 |
100
+ | 1.1796 | 32.0 | 112 | 1.2411 | 0.4565 |
101
+ | 1.1796 | 32.86 | 115 | 1.2362 | 0.4565 |
102
+ | 1.1796 | 34.0 | 119 | 1.2301 | 0.4565 |
103
+ | 1.199 | 34.29 | 120 | 1.2346 | 0.4565 |
104
 
105
 
106
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:13044746d50b9bab10541c3ebc2ee674f75539b7660d367a6a3bcd8ee36c8719
3
  size 12203648
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3c39a99d0b7dab3bde4a74b075fb78223a89c965b64ade45b92273b7282408a3
3
  size 12203648
runs/Dec02_13-15-11_DESKTOP-SKBE9FB/events.out.tfevents.1733166912.DESKTOP-SKBE9FB.8852.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:aa6eb6ea22c5d29bc05416e0a93e770374d75fd753b246a3d1e1044acebb951f
3
- size 16696
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:305966fef5a3e37ec3d446d590dce62566fa9bcdc679d6fd4204a27da8e4850e
3
+ size 17832