keithanpai
commited on
Commit
•
7749757
1
Parent(s):
0689031
Model save
Browse files- all_results.json +8 -0
- train_results.json +8 -0
- trainer_state.json +232 -0
all_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 3.0,
|
3 |
+
"total_flos": 3.138628448046035e+18,
|
4 |
+
"train_loss": 1.7424827136245429,
|
5 |
+
"train_runtime": 2056.1169,
|
6 |
+
"train_samples_per_second": 19.041,
|
7 |
+
"train_steps_per_second": 0.149
|
8 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 3.0,
|
3 |
+
"total_flos": 3.138628448046035e+18,
|
4 |
+
"train_loss": 1.7424827136245429,
|
5 |
+
"train_runtime": 2056.1169,
|
6 |
+
"train_samples_per_second": 19.041,
|
7 |
+
"train_steps_per_second": 0.149
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,232 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.9944827586206897,
|
3 |
+
"best_model_checkpoint": "vit-base-patch32-224-in21k-finetuned-eurosat/checkpoint-306",
|
4 |
+
"epoch": 3.0,
|
5 |
+
"global_step": 306,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.1,
|
12 |
+
"learning_rate": 2.258064516129032e-05,
|
13 |
+
"loss": 3.3592,
|
14 |
+
"step": 10
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.2,
|
18 |
+
"learning_rate": 3.870967741935484e-05,
|
19 |
+
"loss": 3.3092,
|
20 |
+
"step": 20
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.29,
|
24 |
+
"learning_rate": 4.945454545454546e-05,
|
25 |
+
"loss": 3.2009,
|
26 |
+
"step": 30
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.39,
|
30 |
+
"learning_rate": 4.763636363636364e-05,
|
31 |
+
"loss": 3.0279,
|
32 |
+
"step": 40
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.49,
|
36 |
+
"learning_rate": 4.581818181818182e-05,
|
37 |
+
"loss": 2.796,
|
38 |
+
"step": 50
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.59,
|
42 |
+
"learning_rate": 4.4000000000000006e-05,
|
43 |
+
"loss": 2.5733,
|
44 |
+
"step": 60
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.69,
|
48 |
+
"learning_rate": 4.218181818181818e-05,
|
49 |
+
"loss": 2.382,
|
50 |
+
"step": 70
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.78,
|
54 |
+
"learning_rate": 4.0363636363636367e-05,
|
55 |
+
"loss": 2.1719,
|
56 |
+
"step": 80
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 0.88,
|
60 |
+
"learning_rate": 3.8545454545454544e-05,
|
61 |
+
"loss": 2.0397,
|
62 |
+
"step": 90
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 0.98,
|
66 |
+
"learning_rate": 3.672727272727273e-05,
|
67 |
+
"loss": 1.8903,
|
68 |
+
"step": 100
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 1.0,
|
72 |
+
"eval_accuracy": 0.9517241379310345,
|
73 |
+
"eval_loss": 1.5728360414505005,
|
74 |
+
"eval_runtime": 172.9242,
|
75 |
+
"eval_samples_per_second": 8.385,
|
76 |
+
"eval_steps_per_second": 0.266,
|
77 |
+
"step": 102
|
78 |
+
},
|
79 |
+
{
|
80 |
+
"epoch": 1.08,
|
81 |
+
"learning_rate": 3.490909090909091e-05,
|
82 |
+
"loss": 1.7733,
|
83 |
+
"step": 110
|
84 |
+
},
|
85 |
+
{
|
86 |
+
"epoch": 1.18,
|
87 |
+
"learning_rate": 3.3090909090909095e-05,
|
88 |
+
"loss": 1.6463,
|
89 |
+
"step": 120
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 1.27,
|
93 |
+
"learning_rate": 3.127272727272728e-05,
|
94 |
+
"loss": 1.6179,
|
95 |
+
"step": 130
|
96 |
+
},
|
97 |
+
{
|
98 |
+
"epoch": 1.37,
|
99 |
+
"learning_rate": 2.9454545454545456e-05,
|
100 |
+
"loss": 1.5367,
|
101 |
+
"step": 140
|
102 |
+
},
|
103 |
+
{
|
104 |
+
"epoch": 1.47,
|
105 |
+
"learning_rate": 2.7636363636363636e-05,
|
106 |
+
"loss": 1.47,
|
107 |
+
"step": 150
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 1.57,
|
111 |
+
"learning_rate": 2.581818181818182e-05,
|
112 |
+
"loss": 1.4046,
|
113 |
+
"step": 160
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 1.67,
|
117 |
+
"learning_rate": 2.4e-05,
|
118 |
+
"loss": 1.3476,
|
119 |
+
"step": 170
|
120 |
+
},
|
121 |
+
{
|
122 |
+
"epoch": 1.76,
|
123 |
+
"learning_rate": 2.2181818181818184e-05,
|
124 |
+
"loss": 1.3275,
|
125 |
+
"step": 180
|
126 |
+
},
|
127 |
+
{
|
128 |
+
"epoch": 1.86,
|
129 |
+
"learning_rate": 2.0363636363636365e-05,
|
130 |
+
"loss": 1.2839,
|
131 |
+
"step": 190
|
132 |
+
},
|
133 |
+
{
|
134 |
+
"epoch": 1.96,
|
135 |
+
"learning_rate": 1.8545454545454545e-05,
|
136 |
+
"loss": 1.2226,
|
137 |
+
"step": 200
|
138 |
+
},
|
139 |
+
{
|
140 |
+
"epoch": 2.0,
|
141 |
+
"eval_accuracy": 0.9917241379310345,
|
142 |
+
"eval_loss": 0.9373832941055298,
|
143 |
+
"eval_runtime": 9.4058,
|
144 |
+
"eval_samples_per_second": 154.161,
|
145 |
+
"eval_steps_per_second": 4.891,
|
146 |
+
"step": 204
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 2.06,
|
150 |
+
"learning_rate": 1.672727272727273e-05,
|
151 |
+
"loss": 1.1917,
|
152 |
+
"step": 210
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 2.16,
|
156 |
+
"learning_rate": 1.4909090909090908e-05,
|
157 |
+
"loss": 1.1838,
|
158 |
+
"step": 220
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 2.25,
|
162 |
+
"learning_rate": 1.3090909090909093e-05,
|
163 |
+
"loss": 1.1872,
|
164 |
+
"step": 230
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 2.35,
|
168 |
+
"learning_rate": 1.1272727272727274e-05,
|
169 |
+
"loss": 1.1204,
|
170 |
+
"step": 240
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 2.45,
|
174 |
+
"learning_rate": 9.454545454545454e-06,
|
175 |
+
"loss": 1.1191,
|
176 |
+
"step": 250
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 2.55,
|
180 |
+
"learning_rate": 7.636363636363638e-06,
|
181 |
+
"loss": 1.1262,
|
182 |
+
"step": 260
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 2.65,
|
186 |
+
"learning_rate": 5.8181818181818185e-06,
|
187 |
+
"loss": 1.0852,
|
188 |
+
"step": 270
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 2.75,
|
192 |
+
"learning_rate": 4.000000000000001e-06,
|
193 |
+
"loss": 1.0953,
|
194 |
+
"step": 280
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 2.84,
|
198 |
+
"learning_rate": 2.181818181818182e-06,
|
199 |
+
"loss": 1.0887,
|
200 |
+
"step": 290
|
201 |
+
},
|
202 |
+
{
|
203 |
+
"epoch": 2.94,
|
204 |
+
"learning_rate": 3.6363636363636366e-07,
|
205 |
+
"loss": 1.1069,
|
206 |
+
"step": 300
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 3.0,
|
210 |
+
"eval_accuracy": 0.9944827586206897,
|
211 |
+
"eval_loss": 0.8114762902259827,
|
212 |
+
"eval_runtime": 9.5561,
|
213 |
+
"eval_samples_per_second": 151.736,
|
214 |
+
"eval_steps_per_second": 4.814,
|
215 |
+
"step": 306
|
216 |
+
},
|
217 |
+
{
|
218 |
+
"epoch": 3.0,
|
219 |
+
"step": 306,
|
220 |
+
"total_flos": 3.138628448046035e+18,
|
221 |
+
"train_loss": 1.7424827136245429,
|
222 |
+
"train_runtime": 2056.1169,
|
223 |
+
"train_samples_per_second": 19.041,
|
224 |
+
"train_steps_per_second": 0.149
|
225 |
+
}
|
226 |
+
],
|
227 |
+
"max_steps": 306,
|
228 |
+
"num_train_epochs": 3,
|
229 |
+
"total_flos": 3.138628448046035e+18,
|
230 |
+
"trial_name": null,
|
231 |
+
"trial_params": null
|
232 |
+
}
|