Upload folder using huggingface_hub
Browse files- README.md +42 -0
- checkpoint-9/config.json +41 -0
- checkpoint-9/model.safetensors +3 -0
- checkpoint-9/optimizer.pt +3 -0
- checkpoint-9/rng_state.pth +3 -0
- checkpoint-9/scheduler.pt +3 -0
- checkpoint-9/trainer_state.json +159 -0
- checkpoint-9/training_args.bin +3 -0
- config.json +41 -0
- model.safetensors +3 -0
- preprocessor_config.json +23 -0
- runs/Apr07_07-47-29_r-rausda6-autotrain-advanced-wfgr8ym7-992e8-hvd5g/events.out.tfevents.1744012051.r-rausda6-autotrain-advanced-wfgr8ym7-992e8-hvd5g.100.0 +2 -2
- runs/Apr07_07-47-29_r-rausda6-autotrain-advanced-wfgr8ym7-992e8-hvd5g/events.out.tfevents.1744012135.r-rausda6-autotrain-advanced-wfgr8ym7-992e8-hvd5g.100.1 +3 -0
- training_args.bin +3 -0
- training_params.json +29 -0
README.md
ADDED
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
---
|
3 |
+
tags:
|
4 |
+
- autotrain
|
5 |
+
- transformers
|
6 |
+
- image-classification
|
7 |
+
base_model: google/vit-large-patch16-224
|
8 |
+
widget:
|
9 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
|
10 |
+
example_title: Tiger
|
11 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
|
12 |
+
example_title: Teapot
|
13 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
|
14 |
+
example_title: Palace
|
15 |
+
---
|
16 |
+
|
17 |
+
# Model Trained Using AutoTrain
|
18 |
+
|
19 |
+
- Problem type: Image Classification
|
20 |
+
|
21 |
+
## Validation Metrics
|
22 |
+
loss: 1.0500575304031372
|
23 |
+
|
24 |
+
f1_macro: 0.611111111111111
|
25 |
+
|
26 |
+
f1_micro: 0.7142857142857143
|
27 |
+
|
28 |
+
f1_weighted: 0.619047619047619
|
29 |
+
|
30 |
+
precision_macro: 0.5833333333333334
|
31 |
+
|
32 |
+
precision_micro: 0.7142857142857143
|
33 |
+
|
34 |
+
precision_weighted: 0.5714285714285714
|
35 |
+
|
36 |
+
recall_macro: 0.6666666666666666
|
37 |
+
|
38 |
+
recall_micro: 0.7142857142857143
|
39 |
+
|
40 |
+
recall_weighted: 0.7142857142857143
|
41 |
+
|
42 |
+
accuracy: 0.7142857142857143
|
checkpoint-9/config.json
ADDED
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/vit-large-patch16-224",
|
3 |
+
"_num_labels": 6,
|
4 |
+
"architectures": [
|
5 |
+
"ViTForImageClassification"
|
6 |
+
],
|
7 |
+
"attention_probs_dropout_prob": 0.0,
|
8 |
+
"encoder_stride": 16,
|
9 |
+
"hidden_act": "gelu",
|
10 |
+
"hidden_dropout_prob": 0.0,
|
11 |
+
"hidden_size": 1024,
|
12 |
+
"id2label": {
|
13 |
+
"0": "blur",
|
14 |
+
"1": "dots",
|
15 |
+
"2": "good",
|
16 |
+
"3": "illum",
|
17 |
+
"4": "noise",
|
18 |
+
"5": "radblur"
|
19 |
+
},
|
20 |
+
"image_size": 224,
|
21 |
+
"initializer_range": 0.02,
|
22 |
+
"intermediate_size": 4096,
|
23 |
+
"label2id": {
|
24 |
+
"blur": 0,
|
25 |
+
"dots": 1,
|
26 |
+
"good": 2,
|
27 |
+
"illum": 3,
|
28 |
+
"noise": 4,
|
29 |
+
"radblur": 5
|
30 |
+
},
|
31 |
+
"layer_norm_eps": 1e-12,
|
32 |
+
"model_type": "vit",
|
33 |
+
"num_attention_heads": 16,
|
34 |
+
"num_channels": 3,
|
35 |
+
"num_hidden_layers": 24,
|
36 |
+
"patch_size": 16,
|
37 |
+
"problem_type": "single_label_classification",
|
38 |
+
"qkv_bias": true,
|
39 |
+
"torch_dtype": "float32",
|
40 |
+
"transformers_version": "4.48.0"
|
41 |
+
}
|
checkpoint-9/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2aacb1ee67afdbab32a1d3d303fb2b3c1c9752aeed15e5a5cb92565e78eee194
|
3 |
+
size 1213277672
|
checkpoint-9/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5e603c7c93a949806e57f50ab6960f7d9e1266ac72815d485852f4eb4fbb3e66
|
3 |
+
size 2426790314
|
checkpoint-9/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:95b6047bd8cc6f4cdf7c46dea47edb8e542435510070c6cd1e0a7d9ccf5fd7da
|
3 |
+
size 14244
|
checkpoint-9/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fe28afbf6131c4aaf26ff58140d1779aa47b73f2084ea00758f7b4ca1fc0182a
|
3 |
+
size 1064
|
checkpoint-9/trainer_state.json
ADDED
@@ -0,0 +1,159 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 1.0500575304031372,
|
3 |
+
"best_model_checkpoint": "autotrain-uo2t1-gvgzu/checkpoint-9",
|
4 |
+
"epoch": 3.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 9,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.3333333333333333,
|
13 |
+
"grad_norm": 13.932000160217285,
|
14 |
+
"learning_rate": 5e-05,
|
15 |
+
"loss": 2.0226,
|
16 |
+
"step": 1
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.6666666666666666,
|
20 |
+
"grad_norm": 14.935710906982422,
|
21 |
+
"learning_rate": 4.375e-05,
|
22 |
+
"loss": 2.1974,
|
23 |
+
"step": 2
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 1.0,
|
27 |
+
"grad_norm": 14.412321090698242,
|
28 |
+
"learning_rate": 3.7500000000000003e-05,
|
29 |
+
"loss": 1.7189,
|
30 |
+
"step": 3
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 1.0,
|
34 |
+
"eval_accuracy": 0.5714285714285714,
|
35 |
+
"eval_f1_macro": 0.5666666666666667,
|
36 |
+
"eval_f1_micro": 0.5714285714285714,
|
37 |
+
"eval_f1_weighted": 0.4857142857142857,
|
38 |
+
"eval_loss": 1.58984375,
|
39 |
+
"eval_precision_macro": 0.5416666666666666,
|
40 |
+
"eval_precision_micro": 0.5714285714285714,
|
41 |
+
"eval_precision_weighted": 0.4642857142857143,
|
42 |
+
"eval_recall_macro": 0.6666666666666666,
|
43 |
+
"eval_recall_micro": 0.5714285714285714,
|
44 |
+
"eval_recall_weighted": 0.5714285714285714,
|
45 |
+
"eval_runtime": 0.0967,
|
46 |
+
"eval_samples_per_second": 72.423,
|
47 |
+
"eval_steps_per_second": 10.346,
|
48 |
+
"step": 3
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 1.3333333333333333,
|
52 |
+
"grad_norm": 14.967069625854492,
|
53 |
+
"learning_rate": 3.125e-05,
|
54 |
+
"loss": 1.4587,
|
55 |
+
"step": 4
|
56 |
+
},
|
57 |
+
{
|
58 |
+
"epoch": 1.6666666666666665,
|
59 |
+
"grad_norm": 13.65169620513916,
|
60 |
+
"learning_rate": 2.5e-05,
|
61 |
+
"loss": 1.9072,
|
62 |
+
"step": 5
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 2.0,
|
66 |
+
"grad_norm": 14.333626747131348,
|
67 |
+
"learning_rate": 1.8750000000000002e-05,
|
68 |
+
"loss": 1.4889,
|
69 |
+
"step": 6
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 2.0,
|
73 |
+
"eval_accuracy": 0.5714285714285714,
|
74 |
+
"eval_f1_macro": 0.42857142857142855,
|
75 |
+
"eval_f1_micro": 0.5714285714285714,
|
76 |
+
"eval_f1_weighted": 0.4489795918367347,
|
77 |
+
"eval_loss": 1.3249949216842651,
|
78 |
+
"eval_precision_macro": 0.39999999999999997,
|
79 |
+
"eval_precision_micro": 0.5714285714285714,
|
80 |
+
"eval_precision_weighted": 0.39999999999999997,
|
81 |
+
"eval_recall_macro": 0.5,
|
82 |
+
"eval_recall_micro": 0.5714285714285714,
|
83 |
+
"eval_recall_weighted": 0.5714285714285714,
|
84 |
+
"eval_runtime": 0.0922,
|
85 |
+
"eval_samples_per_second": 75.902,
|
86 |
+
"eval_steps_per_second": 10.843,
|
87 |
+
"step": 6
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 2.3333333333333335,
|
91 |
+
"grad_norm": 11.617460250854492,
|
92 |
+
"learning_rate": 1.25e-05,
|
93 |
+
"loss": 1.4087,
|
94 |
+
"step": 7
|
95 |
+
},
|
96 |
+
{
|
97 |
+
"epoch": 2.6666666666666665,
|
98 |
+
"grad_norm": 10.838333129882812,
|
99 |
+
"learning_rate": 6.25e-06,
|
100 |
+
"loss": 1.616,
|
101 |
+
"step": 8
|
102 |
+
},
|
103 |
+
{
|
104 |
+
"epoch": 3.0,
|
105 |
+
"grad_norm": 11.89291763305664,
|
106 |
+
"learning_rate": 0.0,
|
107 |
+
"loss": 1.6632,
|
108 |
+
"step": 9
|
109 |
+
},
|
110 |
+
{
|
111 |
+
"epoch": 3.0,
|
112 |
+
"eval_accuracy": 0.7142857142857143,
|
113 |
+
"eval_f1_macro": 0.611111111111111,
|
114 |
+
"eval_f1_micro": 0.7142857142857143,
|
115 |
+
"eval_f1_weighted": 0.619047619047619,
|
116 |
+
"eval_loss": 1.0500575304031372,
|
117 |
+
"eval_precision_macro": 0.5833333333333334,
|
118 |
+
"eval_precision_micro": 0.7142857142857143,
|
119 |
+
"eval_precision_weighted": 0.5714285714285714,
|
120 |
+
"eval_recall_macro": 0.6666666666666666,
|
121 |
+
"eval_recall_micro": 0.7142857142857143,
|
122 |
+
"eval_recall_weighted": 0.7142857142857143,
|
123 |
+
"eval_runtime": 0.0917,
|
124 |
+
"eval_samples_per_second": 76.369,
|
125 |
+
"eval_steps_per_second": 10.91,
|
126 |
+
"step": 9
|
127 |
+
}
|
128 |
+
],
|
129 |
+
"logging_steps": 1,
|
130 |
+
"max_steps": 9,
|
131 |
+
"num_input_tokens_seen": 0,
|
132 |
+
"num_train_epochs": 3,
|
133 |
+
"save_steps": 500,
|
134 |
+
"stateful_callbacks": {
|
135 |
+
"EarlyStoppingCallback": {
|
136 |
+
"args": {
|
137 |
+
"early_stopping_patience": 5,
|
138 |
+
"early_stopping_threshold": 0.01
|
139 |
+
},
|
140 |
+
"attributes": {
|
141 |
+
"early_stopping_patience_counter": 0
|
142 |
+
}
|
143 |
+
},
|
144 |
+
"TrainerControl": {
|
145 |
+
"args": {
|
146 |
+
"should_epoch_stop": false,
|
147 |
+
"should_evaluate": false,
|
148 |
+
"should_log": false,
|
149 |
+
"should_save": true,
|
150 |
+
"should_training_stop": true
|
151 |
+
},
|
152 |
+
"attributes": {}
|
153 |
+
}
|
154 |
+
},
|
155 |
+
"total_flos": 1.972352756544307e+16,
|
156 |
+
"train_batch_size": 8,
|
157 |
+
"trial_name": null,
|
158 |
+
"trial_params": null
|
159 |
+
}
|
checkpoint-9/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:92f24a37f95f800f8303cb8953c661537e5997df39bf02ad5b2509f12c8c33f0
|
3 |
+
size 5368
|
config.json
ADDED
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/vit-large-patch16-224",
|
3 |
+
"_num_labels": 6,
|
4 |
+
"architectures": [
|
5 |
+
"ViTForImageClassification"
|
6 |
+
],
|
7 |
+
"attention_probs_dropout_prob": 0.0,
|
8 |
+
"encoder_stride": 16,
|
9 |
+
"hidden_act": "gelu",
|
10 |
+
"hidden_dropout_prob": 0.0,
|
11 |
+
"hidden_size": 1024,
|
12 |
+
"id2label": {
|
13 |
+
"0": "blur",
|
14 |
+
"1": "dots",
|
15 |
+
"2": "good",
|
16 |
+
"3": "illum",
|
17 |
+
"4": "noise",
|
18 |
+
"5": "radblur"
|
19 |
+
},
|
20 |
+
"image_size": 224,
|
21 |
+
"initializer_range": 0.02,
|
22 |
+
"intermediate_size": 4096,
|
23 |
+
"label2id": {
|
24 |
+
"blur": 0,
|
25 |
+
"dots": 1,
|
26 |
+
"good": 2,
|
27 |
+
"illum": 3,
|
28 |
+
"noise": 4,
|
29 |
+
"radblur": 5
|
30 |
+
},
|
31 |
+
"layer_norm_eps": 1e-12,
|
32 |
+
"model_type": "vit",
|
33 |
+
"num_attention_heads": 16,
|
34 |
+
"num_channels": 3,
|
35 |
+
"num_hidden_layers": 24,
|
36 |
+
"patch_size": 16,
|
37 |
+
"problem_type": "single_label_classification",
|
38 |
+
"qkv_bias": true,
|
39 |
+
"torch_dtype": "float32",
|
40 |
+
"transformers_version": "4.48.0"
|
41 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2aacb1ee67afdbab32a1d3d303fb2b3c1c9752aeed15e5a5cb92565e78eee194
|
3 |
+
size 1213277672
|
preprocessor_config.json
ADDED
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_convert_rgb": null,
|
3 |
+
"do_normalize": true,
|
4 |
+
"do_rescale": true,
|
5 |
+
"do_resize": true,
|
6 |
+
"image_mean": [
|
7 |
+
0.5,
|
8 |
+
0.5,
|
9 |
+
0.5
|
10 |
+
],
|
11 |
+
"image_processor_type": "ViTImageProcessor",
|
12 |
+
"image_std": [
|
13 |
+
0.5,
|
14 |
+
0.5,
|
15 |
+
0.5
|
16 |
+
],
|
17 |
+
"resample": 2,
|
18 |
+
"rescale_factor": 0.00392156862745098,
|
19 |
+
"size": {
|
20 |
+
"height": 224,
|
21 |
+
"width": 224
|
22 |
+
}
|
23 |
+
}
|
runs/Apr07_07-47-29_r-rausda6-autotrain-advanced-wfgr8ym7-992e8-hvd5g/events.out.tfevents.1744012051.r-rausda6-autotrain-advanced-wfgr8ym7-992e8-hvd5g.100.0
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:f49c87a7525185d41e426c17d11d9ac161c3388ee37378c666ce3104e8db6241
|
3 |
+
size 9906
|
runs/Apr07_07-47-29_r-rausda6-autotrain-advanced-wfgr8ym7-992e8-hvd5g/events.out.tfevents.1744012135.r-rausda6-autotrain-advanced-wfgr8ym7-992e8-hvd5g.100.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e2a2686d2a345df4441852b5922596bb8b3b4bba2c284495251fc5d7809886d3
|
3 |
+
size 906
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:92f24a37f95f800f8303cb8953c661537e5997df39bf02ad5b2509f12c8c33f0
|
3 |
+
size 5368
|
training_params.json
ADDED
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"data_path": "autotrain-uo2t1-gvgzu/autotrain-data",
|
3 |
+
"model": "google/vit-large-patch16-224",
|
4 |
+
"username": "Rausda6",
|
5 |
+
"lr": 5e-05,
|
6 |
+
"epochs": 3,
|
7 |
+
"batch_size": 8,
|
8 |
+
"warmup_ratio": 0.1,
|
9 |
+
"gradient_accumulation": 1,
|
10 |
+
"optimizer": "adamw_torch",
|
11 |
+
"scheduler": "linear",
|
12 |
+
"weight_decay": 0.0,
|
13 |
+
"max_grad_norm": 1.0,
|
14 |
+
"seed": 42,
|
15 |
+
"train_split": "train",
|
16 |
+
"valid_split": "validation",
|
17 |
+
"logging_steps": -1,
|
18 |
+
"project_name": "autotrain-uo2t1-gvgzu",
|
19 |
+
"auto_find_batch_size": false,
|
20 |
+
"mixed_precision": "fp16",
|
21 |
+
"save_total_limit": 1,
|
22 |
+
"push_to_hub": true,
|
23 |
+
"eval_strategy": "epoch",
|
24 |
+
"image_column": "autotrain_image",
|
25 |
+
"target_column": "autotrain_label",
|
26 |
+
"log": "tensorboard",
|
27 |
+
"early_stopping_patience": 5,
|
28 |
+
"early_stopping_threshold": 0.01
|
29 |
+
}
|