phonghoccode
commited on
Commit
•
92fa781
1
Parent(s):
7189f5d
End of training
Browse files- README.md +2 -0
- all_results.json +13 -0
- eval_results.json +8 -0
- runs/Jun30_02-20-27_05003a8a7fe6/events.out.tfevents.1719714427.05003a8a7fe6.136.1 +3 -0
- train_results.json +8 -0
- trainer_state.json +206 -0
README.md
CHANGED
@@ -2,6 +2,8 @@
|
|
2 |
license: apache-2.0
|
3 |
base_model: google/vit-base-patch16-224-in21k
|
4 |
tags:
|
|
|
|
|
5 |
- generated_from_trainer
|
6 |
datasets:
|
7 |
- imagefolder
|
|
|
2 |
license: apache-2.0
|
3 |
base_model: google/vit-base-patch16-224-in21k
|
4 |
tags:
|
5 |
+
- image-classification
|
6 |
+
- vision
|
7 |
- generated_from_trainer
|
8 |
datasets:
|
9 |
- imagefolder
|
all_results.json
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.9402390438247012,
|
4 |
+
"eval_loss": 0.2654401361942291,
|
5 |
+
"eval_runtime": 5.2063,
|
6 |
+
"eval_samples_per_second": 48.211,
|
7 |
+
"eval_steps_per_second": 0.768,
|
8 |
+
"total_flos": 8.264816981535744e+17,
|
9 |
+
"train_loss": 0.3976527817109052,
|
10 |
+
"train_runtime": 377.5007,
|
11 |
+
"train_samples_per_second": 28.252,
|
12 |
+
"train_steps_per_second": 0.45
|
13 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.9402390438247012,
|
4 |
+
"eval_loss": 0.2654401361942291,
|
5 |
+
"eval_runtime": 5.2063,
|
6 |
+
"eval_samples_per_second": 48.211,
|
7 |
+
"eval_steps_per_second": 0.768
|
8 |
+
}
|
runs/Jun30_02-20-27_05003a8a7fe6/events.out.tfevents.1719714427.05003a8a7fe6.136.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9e9b25a8404b8e9898bc82bbc7a725f27cda485553eb3279d0853f45c6a86d4f
|
3 |
+
size 411
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"total_flos": 8.264816981535744e+17,
|
4 |
+
"train_loss": 0.3976527817109052,
|
5 |
+
"train_runtime": 377.5007,
|
6 |
+
"train_samples_per_second": 28.252,
|
7 |
+
"train_steps_per_second": 0.45
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,206 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.2654401361942291,
|
3 |
+
"best_model_checkpoint": "/kaggle/working/results/checkpoint-170",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 170,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.29411764705882354,
|
13 |
+
"grad_norm": 1.7904845476150513,
|
14 |
+
"learning_rate": 4.705882352941177e-05,
|
15 |
+
"loss": 1.3311,
|
16 |
+
"step": 10
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.5882352941176471,
|
20 |
+
"grad_norm": 1.4475995302200317,
|
21 |
+
"learning_rate": 4.411764705882353e-05,
|
22 |
+
"loss": 0.7478,
|
23 |
+
"step": 20
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.8823529411764706,
|
27 |
+
"grad_norm": 1.0543155670166016,
|
28 |
+
"learning_rate": 4.11764705882353e-05,
|
29 |
+
"loss": 0.5724,
|
30 |
+
"step": 30
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 1.0,
|
34 |
+
"eval_accuracy": 0.9163346613545816,
|
35 |
+
"eval_loss": 0.42589500546455383,
|
36 |
+
"eval_runtime": 5.1988,
|
37 |
+
"eval_samples_per_second": 48.28,
|
38 |
+
"eval_steps_per_second": 0.769,
|
39 |
+
"step": 34
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 1.1764705882352942,
|
43 |
+
"grad_norm": 0.9727240204811096,
|
44 |
+
"learning_rate": 3.8235294117647055e-05,
|
45 |
+
"loss": 0.4738,
|
46 |
+
"step": 40
|
47 |
+
},
|
48 |
+
{
|
49 |
+
"epoch": 1.4705882352941178,
|
50 |
+
"grad_norm": 0.6961530447006226,
|
51 |
+
"learning_rate": 3.529411764705883e-05,
|
52 |
+
"loss": 0.4334,
|
53 |
+
"step": 50
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 1.7647058823529411,
|
57 |
+
"grad_norm": 0.9150127172470093,
|
58 |
+
"learning_rate": 3.235294117647059e-05,
|
59 |
+
"loss": 0.3558,
|
60 |
+
"step": 60
|
61 |
+
},
|
62 |
+
{
|
63 |
+
"epoch": 2.0,
|
64 |
+
"eval_accuracy": 0.9362549800796812,
|
65 |
+
"eval_loss": 0.3115582764148712,
|
66 |
+
"eval_runtime": 5.2552,
|
67 |
+
"eval_samples_per_second": 47.762,
|
68 |
+
"eval_steps_per_second": 0.761,
|
69 |
+
"step": 68
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 2.0588235294117645,
|
73 |
+
"grad_norm": 0.8191739916801453,
|
74 |
+
"learning_rate": 2.9411764705882354e-05,
|
75 |
+
"loss": 0.3313,
|
76 |
+
"step": 70
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 2.3529411764705883,
|
80 |
+
"grad_norm": 0.8822425007820129,
|
81 |
+
"learning_rate": 2.647058823529412e-05,
|
82 |
+
"loss": 0.3025,
|
83 |
+
"step": 80
|
84 |
+
},
|
85 |
+
{
|
86 |
+
"epoch": 2.6470588235294117,
|
87 |
+
"grad_norm": 1.1780915260314941,
|
88 |
+
"learning_rate": 2.3529411764705884e-05,
|
89 |
+
"loss": 0.2882,
|
90 |
+
"step": 90
|
91 |
+
},
|
92 |
+
{
|
93 |
+
"epoch": 2.9411764705882355,
|
94 |
+
"grad_norm": 1.081735610961914,
|
95 |
+
"learning_rate": 2.058823529411765e-05,
|
96 |
+
"loss": 0.2732,
|
97 |
+
"step": 100
|
98 |
+
},
|
99 |
+
{
|
100 |
+
"epoch": 3.0,
|
101 |
+
"eval_accuracy": 0.9362549800796812,
|
102 |
+
"eval_loss": 0.28424072265625,
|
103 |
+
"eval_runtime": 5.1718,
|
104 |
+
"eval_samples_per_second": 48.532,
|
105 |
+
"eval_steps_per_second": 0.773,
|
106 |
+
"step": 102
|
107 |
+
},
|
108 |
+
{
|
109 |
+
"epoch": 3.235294117647059,
|
110 |
+
"grad_norm": 0.8298177123069763,
|
111 |
+
"learning_rate": 1.7647058823529414e-05,
|
112 |
+
"loss": 0.2513,
|
113 |
+
"step": 110
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 3.5294117647058822,
|
117 |
+
"grad_norm": 0.933785080909729,
|
118 |
+
"learning_rate": 1.4705882352941177e-05,
|
119 |
+
"loss": 0.2497,
|
120 |
+
"step": 120
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 3.8235294117647056,
|
124 |
+
"grad_norm": 0.7405449748039246,
|
125 |
+
"learning_rate": 1.1764705882352942e-05,
|
126 |
+
"loss": 0.2286,
|
127 |
+
"step": 130
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 4.0,
|
131 |
+
"eval_accuracy": 0.9402390438247012,
|
132 |
+
"eval_loss": 0.269024133682251,
|
133 |
+
"eval_runtime": 5.2408,
|
134 |
+
"eval_samples_per_second": 47.894,
|
135 |
+
"eval_steps_per_second": 0.763,
|
136 |
+
"step": 136
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 4.117647058823529,
|
140 |
+
"grad_norm": 0.9281182289123535,
|
141 |
+
"learning_rate": 8.823529411764707e-06,
|
142 |
+
"loss": 0.2377,
|
143 |
+
"step": 140
|
144 |
+
},
|
145 |
+
{
|
146 |
+
"epoch": 4.411764705882353,
|
147 |
+
"grad_norm": 1.4719483852386475,
|
148 |
+
"learning_rate": 5.882352941176471e-06,
|
149 |
+
"loss": 0.2671,
|
150 |
+
"step": 150
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 4.705882352941177,
|
154 |
+
"grad_norm": 0.7358911633491516,
|
155 |
+
"learning_rate": 2.9411764705882355e-06,
|
156 |
+
"loss": 0.218,
|
157 |
+
"step": 160
|
158 |
+
},
|
159 |
+
{
|
160 |
+
"epoch": 5.0,
|
161 |
+
"grad_norm": 1.2096456289291382,
|
162 |
+
"learning_rate": 0.0,
|
163 |
+
"loss": 0.1984,
|
164 |
+
"step": 170
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 5.0,
|
168 |
+
"eval_accuracy": 0.9402390438247012,
|
169 |
+
"eval_loss": 0.2654401361942291,
|
170 |
+
"eval_runtime": 5.4015,
|
171 |
+
"eval_samples_per_second": 46.468,
|
172 |
+
"eval_steps_per_second": 0.741,
|
173 |
+
"step": 170
|
174 |
+
},
|
175 |
+
{
|
176 |
+
"epoch": 5.0,
|
177 |
+
"step": 170,
|
178 |
+
"total_flos": 8.264816981535744e+17,
|
179 |
+
"train_loss": 0.3976527817109052,
|
180 |
+
"train_runtime": 377.5007,
|
181 |
+
"train_samples_per_second": 28.252,
|
182 |
+
"train_steps_per_second": 0.45
|
183 |
+
}
|
184 |
+
],
|
185 |
+
"logging_steps": 10,
|
186 |
+
"max_steps": 170,
|
187 |
+
"num_input_tokens_seen": 0,
|
188 |
+
"num_train_epochs": 5,
|
189 |
+
"save_steps": 500,
|
190 |
+
"stateful_callbacks": {
|
191 |
+
"TrainerControl": {
|
192 |
+
"args": {
|
193 |
+
"should_epoch_stop": false,
|
194 |
+
"should_evaluate": false,
|
195 |
+
"should_log": false,
|
196 |
+
"should_save": true,
|
197 |
+
"should_training_stop": true
|
198 |
+
},
|
199 |
+
"attributes": {}
|
200 |
+
}
|
201 |
+
},
|
202 |
+
"total_flos": 8.264816981535744e+17,
|
203 |
+
"train_batch_size": 64,
|
204 |
+
"trial_name": null,
|
205 |
+
"trial_params": null
|
206 |
+
}
|