Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +26 -0
- config.json +50 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
.gitattributes
CHANGED
@@ -25,3 +25,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
25 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
26 |
*.zstandard filter=lfs diff=lfs merge=lfs -text
|
27 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
25 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
26 |
*.zstandard filter=lfs diff=lfs merge=lfs -text
|
27 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
28 |
+
*.bin.* filter=lfs diff=lfs merge=lfs -text
|
29 |
+
*.tar.gz filter=lfs diff=lfs merge=lfs -text
|
30 |
+
*.pkl filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
tags: autotrain
|
3 |
+
datasets:
|
4 |
+
- abhishek/autotrain-data-vision_79ca848474e24ad3a520c09e36452e85
|
5 |
+
co2_eq_emissions: 32.869648157119876
|
6 |
+
---
|
7 |
+
|
8 |
+
# Model Trained Using AutoTrain
|
9 |
+
|
10 |
+
- Problem type: Multi-class Classification
|
11 |
+
- Model ID: 300303
|
12 |
+
- CO2 Emissions (in grams): 32.869648157119876
|
13 |
+
|
14 |
+
## Validation Metrics
|
15 |
+
|
16 |
+
- Loss: 0.05070499703288078
|
17 |
+
- Accuracy: 0.9834
|
18 |
+
- Macro F1: 0.9834026834840477
|
19 |
+
- Micro F1: 0.9834
|
20 |
+
- Weighted F1: 0.9834026834840479
|
21 |
+
- Macro Precision: 0.9834502145172822
|
22 |
+
- Micro Precision: 0.9834
|
23 |
+
- Weighted Precision: 0.9834502145172822
|
24 |
+
- Macro Recall: 0.9833999999999999
|
25 |
+
- Micro Recall: 0.9834
|
26 |
+
- Weighted Recall: 0.9834
|
config.json
ADDED
@@ -0,0 +1,50 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "AutoTrain",
|
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": "airplane",
|
13 |
+
"1": "automobile",
|
14 |
+
"2": "bird",
|
15 |
+
"3": "cat",
|
16 |
+
"4": "deer",
|
17 |
+
"5": "dog",
|
18 |
+
"6": "frog",
|
19 |
+
"7": "horse",
|
20 |
+
"8": "ship",
|
21 |
+
"9": "truck"
|
22 |
+
},
|
23 |
+
"image_size": 224,
|
24 |
+
"initializer_range": 0.02,
|
25 |
+
"intermediate_size": 3072,
|
26 |
+
"label2id": {
|
27 |
+
"airplane": "0",
|
28 |
+
"automobile": "1",
|
29 |
+
"bird": "2",
|
30 |
+
"cat": "3",
|
31 |
+
"deer": "4",
|
32 |
+
"dog": "5",
|
33 |
+
"frog": "6",
|
34 |
+
"horse": "7",
|
35 |
+
"ship": "8",
|
36 |
+
"truck": "9"
|
37 |
+
},
|
38 |
+
"layer_norm_eps": 1e-12,
|
39 |
+
"max_length": 128,
|
40 |
+
"model_type": "vit",
|
41 |
+
"num_attention_heads": 12,
|
42 |
+
"num_channels": 3,
|
43 |
+
"num_hidden_layers": 12,
|
44 |
+
"padding": "max_length",
|
45 |
+
"patch_size": 16,
|
46 |
+
"problem_type": "single_label_classification",
|
47 |
+
"qkv_bias": true,
|
48 |
+
"torch_dtype": "float32",
|
49 |
+
"transformers_version": "4.20.0"
|
50 |
+
}
|
preprocessor_config.json
ADDED
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"do_resize": true,
|
4 |
+
"feature_extractor_type": "ViTFeatureExtractor",
|
5 |
+
"image_mean": [
|
6 |
+
0.5,
|
7 |
+
0.5,
|
8 |
+
0.5
|
9 |
+
],
|
10 |
+
"image_std": [
|
11 |
+
0.5,
|
12 |
+
0.5,
|
13 |
+
0.5
|
14 |
+
],
|
15 |
+
"resample": 2,
|
16 |
+
"size": 224
|
17 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:28ae4b21930be34cd55d677de86b8c3545e6b3dec29df507355b68a871abef41
|
3 |
+
size 343291569
|