Upload folder using huggingface_hub
Browse files- checkpoint-4060/config.json +34 -0
- checkpoint-4060/optimizer.pt +3 -0
- checkpoint-4060/preprocessor_config.json +22 -0
- checkpoint-4060/pytorch_model.bin +3 -0
- checkpoint-4060/rng_state.pth +3 -0
- checkpoint-4060/scheduler.pt +3 -0
- checkpoint-4060/trainer_state.json +157 -0
- checkpoint-4060/training_args.bin +3 -0
- config.json +34 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
checkpoint-4060/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/vit-base-patch16-224-in21k",
|
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": "MIDDLE",
|
13 |
+
"1": "YOUNG",
|
14 |
+
"2": "OLD"
|
15 |
+
},
|
16 |
+
"image_size": 224,
|
17 |
+
"initializer_range": 0.02,
|
18 |
+
"intermediate_size": 3072,
|
19 |
+
"label2id": {
|
20 |
+
"MIDDLE": 0,
|
21 |
+
"OLD": 2,
|
22 |
+
"YOUNG": 1
|
23 |
+
},
|
24 |
+
"layer_norm_eps": 1e-12,
|
25 |
+
"model_type": "vit",
|
26 |
+
"num_attention_heads": 12,
|
27 |
+
"num_channels": 3,
|
28 |
+
"num_hidden_layers": 12,
|
29 |
+
"patch_size": 16,
|
30 |
+
"problem_type": "single_label_classification",
|
31 |
+
"qkv_bias": true,
|
32 |
+
"torch_dtype": "float32",
|
33 |
+
"transformers_version": "4.34.0"
|
34 |
+
}
|
checkpoint-4060/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fad8cb5349c03ff54352f24c16e5def767a276b30e47dc0715174039ef7ded4e
|
3 |
+
size 686574597
|
checkpoint-4060/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 |
+
0.5,
|
7 |
+
0.5,
|
8 |
+
0.5
|
9 |
+
],
|
10 |
+
"image_processor_type": "ViTImageProcessor",
|
11 |
+
"image_std": [
|
12 |
+
0.5,
|
13 |
+
0.5,
|
14 |
+
0.5
|
15 |
+
],
|
16 |
+
"resample": 2,
|
17 |
+
"rescale_factor": 0.00392156862745098,
|
18 |
+
"size": {
|
19 |
+
"height": 224,
|
20 |
+
"width": 224
|
21 |
+
}
|
22 |
+
}
|
checkpoint-4060/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:246555571b7cd57a6bc2affa8ba56397af1734b85938c659206c62118c5ff090
|
3 |
+
size 343271789
|
checkpoint-4060/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8175507a36b65e9221d1f8d50bc8893ef69225276d63d26cbad827c85cbc6ee2
|
3 |
+
size 14575
|
checkpoint-4060/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:712b60bd2f07809820f3e8b8e36ba787e836b72cc089508672de5eafb2c9e71c
|
3 |
+
size 627
|
checkpoint-4060/trainer_state.json
ADDED
@@ -0,0 +1,157 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.3751698136329651,
|
3 |
+
"best_model_checkpoint": "faces_age_detection/checkpoint-4060",
|
4 |
+
"epoch": 10.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 4060,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 1.0,
|
13 |
+
"eval_accuracy": 0.7212710165047046,
|
14 |
+
"eval_loss": 0.7058069109916687,
|
15 |
+
"eval_runtime": 62.5355,
|
16 |
+
"eval_samples_per_second": 103.669,
|
17 |
+
"eval_steps_per_second": 3.246,
|
18 |
+
"step": 406
|
19 |
+
},
|
20 |
+
{
|
21 |
+
"epoch": 1.23,
|
22 |
+
"learning_rate": 8.87780548628429e-06,
|
23 |
+
"loss": 0.6936,
|
24 |
+
"step": 500
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 2.0,
|
28 |
+
"eval_accuracy": 0.7899120777417862,
|
29 |
+
"eval_loss": 0.5647568702697754,
|
30 |
+
"eval_runtime": 55.8142,
|
31 |
+
"eval_samples_per_second": 116.153,
|
32 |
+
"eval_steps_per_second": 3.637,
|
33 |
+
"step": 812
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"epoch": 2.46,
|
37 |
+
"learning_rate": 7.630922693266833e-06,
|
38 |
+
"loss": 0.4109,
|
39 |
+
"step": 1000
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 3.0,
|
43 |
+
"eval_accuracy": 0.8095017738701219,
|
44 |
+
"eval_loss": 0.504371702671051,
|
45 |
+
"eval_runtime": 67.4983,
|
46 |
+
"eval_samples_per_second": 96.047,
|
47 |
+
"eval_steps_per_second": 3.007,
|
48 |
+
"step": 1218
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 3.69,
|
52 |
+
"learning_rate": 6.384039900249377e-06,
|
53 |
+
"loss": 0.3018,
|
54 |
+
"step": 1500
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 4.0,
|
58 |
+
"eval_accuracy": 0.8256979793305569,
|
59 |
+
"eval_loss": 0.45867738127708435,
|
60 |
+
"eval_runtime": 59.0046,
|
61 |
+
"eval_samples_per_second": 109.873,
|
62 |
+
"eval_steps_per_second": 3.44,
|
63 |
+
"step": 1624
|
64 |
+
},
|
65 |
+
{
|
66 |
+
"epoch": 4.93,
|
67 |
+
"learning_rate": 5.13715710723192e-06,
|
68 |
+
"loss": 0.2342,
|
69 |
+
"step": 2000
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 5.0,
|
73 |
+
"eval_accuracy": 0.8258522289063706,
|
74 |
+
"eval_loss": 0.4397270679473877,
|
75 |
+
"eval_runtime": 58.6333,
|
76 |
+
"eval_samples_per_second": 110.569,
|
77 |
+
"eval_steps_per_second": 3.462,
|
78 |
+
"step": 2030
|
79 |
+
},
|
80 |
+
{
|
81 |
+
"epoch": 6.0,
|
82 |
+
"eval_accuracy": 0.8364954496375135,
|
83 |
+
"eval_loss": 0.4140736162662506,
|
84 |
+
"eval_runtime": 59.1185,
|
85 |
+
"eval_samples_per_second": 109.661,
|
86 |
+
"eval_steps_per_second": 3.434,
|
87 |
+
"step": 2436
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 6.16,
|
91 |
+
"learning_rate": 3.890274314214464e-06,
|
92 |
+
"loss": 0.1955,
|
93 |
+
"step": 2500
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 7.0,
|
97 |
+
"eval_accuracy": 0.8480641678235384,
|
98 |
+
"eval_loss": 0.38966086506843567,
|
99 |
+
"eval_runtime": 61.8272,
|
100 |
+
"eval_samples_per_second": 104.857,
|
101 |
+
"eval_steps_per_second": 3.283,
|
102 |
+
"step": 2842
|
103 |
+
},
|
104 |
+
{
|
105 |
+
"epoch": 7.39,
|
106 |
+
"learning_rate": 2.643391521197008e-06,
|
107 |
+
"loss": 0.155,
|
108 |
+
"step": 3000
|
109 |
+
},
|
110 |
+
{
|
111 |
+
"epoch": 8.0,
|
112 |
+
"eval_accuracy": 0.8537714021286441,
|
113 |
+
"eval_loss": 0.381708025932312,
|
114 |
+
"eval_runtime": 58.9967,
|
115 |
+
"eval_samples_per_second": 109.887,
|
116 |
+
"eval_steps_per_second": 3.441,
|
117 |
+
"step": 3248
|
118 |
+
},
|
119 |
+
{
|
120 |
+
"epoch": 8.62,
|
121 |
+
"learning_rate": 1.396508728179551e-06,
|
122 |
+
"loss": 0.1312,
|
123 |
+
"step": 3500
|
124 |
+
},
|
125 |
+
{
|
126 |
+
"epoch": 9.0,
|
127 |
+
"eval_accuracy": 0.8576276415239859,
|
128 |
+
"eval_loss": 0.3779039680957794,
|
129 |
+
"eval_runtime": 56.914,
|
130 |
+
"eval_samples_per_second": 113.909,
|
131 |
+
"eval_steps_per_second": 3.567,
|
132 |
+
"step": 3654
|
133 |
+
},
|
134 |
+
{
|
135 |
+
"epoch": 9.85,
|
136 |
+
"learning_rate": 1.4962593516209478e-07,
|
137 |
+
"loss": 0.1166,
|
138 |
+
"step": 4000
|
139 |
+
},
|
140 |
+
{
|
141 |
+
"epoch": 10.0,
|
142 |
+
"eval_accuracy": 0.8557766466142218,
|
143 |
+
"eval_loss": 0.3751698136329651,
|
144 |
+
"eval_runtime": 56.9282,
|
145 |
+
"eval_samples_per_second": 113.88,
|
146 |
+
"eval_steps_per_second": 3.566,
|
147 |
+
"step": 4060
|
148 |
+
}
|
149 |
+
],
|
150 |
+
"logging_steps": 500,
|
151 |
+
"max_steps": 4060,
|
152 |
+
"num_train_epochs": 10,
|
153 |
+
"save_steps": 500,
|
154 |
+
"total_flos": 2.0093078073456787e+19,
|
155 |
+
"trial_name": null,
|
156 |
+
"trial_params": null
|
157 |
+
}
|
checkpoint-4060/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d0a1091af8832ea8a5a69186f414820edcc313f80a2b765da7485f51e966f70a
|
3 |
+
size 4027
|
config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/vit-base-patch16-224-in21k",
|
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": "MIDDLE",
|
13 |
+
"1": "YOUNG",
|
14 |
+
"2": "OLD"
|
15 |
+
},
|
16 |
+
"image_size": 224,
|
17 |
+
"initializer_range": 0.02,
|
18 |
+
"intermediate_size": 3072,
|
19 |
+
"label2id": {
|
20 |
+
"MIDDLE": 0,
|
21 |
+
"OLD": 2,
|
22 |
+
"YOUNG": 1
|
23 |
+
},
|
24 |
+
"layer_norm_eps": 1e-12,
|
25 |
+
"model_type": "vit",
|
26 |
+
"num_attention_heads": 12,
|
27 |
+
"num_channels": 3,
|
28 |
+
"num_hidden_layers": 12,
|
29 |
+
"patch_size": 16,
|
30 |
+
"problem_type": "single_label_classification",
|
31 |
+
"qkv_bias": true,
|
32 |
+
"torch_dtype": "float32",
|
33 |
+
"transformers_version": "4.34.0"
|
34 |
+
}
|
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 |
+
0.5,
|
7 |
+
0.5,
|
8 |
+
0.5
|
9 |
+
],
|
10 |
+
"image_processor_type": "ViTImageProcessor",
|
11 |
+
"image_std": [
|
12 |
+
0.5,
|
13 |
+
0.5,
|
14 |
+
0.5
|
15 |
+
],
|
16 |
+
"resample": 2,
|
17 |
+
"rescale_factor": 0.00392156862745098,
|
18 |
+
"size": {
|
19 |
+
"height": 224,
|
20 |
+
"width": 224
|
21 |
+
}
|
22 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:246555571b7cd57a6bc2affa8ba56397af1734b85938c659206c62118c5ff090
|
3 |
+
size 343271789
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d0a1091af8832ea8a5a69186f414820edcc313f80a2b765da7485f51e966f70a
|
3 |
+
size 4027
|