End of training
Browse files
all_results.json
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 3.0,
|
3 |
+
"eval_accuracy": 0.9844028520499108,
|
4 |
+
"eval_loss": 0.04237278550863266,
|
5 |
+
"eval_runtime": 130.7372,
|
6 |
+
"eval_samples_per_second": 34.328,
|
7 |
+
"eval_steps_per_second": 4.291,
|
8 |
+
"total_flos": 2.432473554002043e+18,
|
9 |
+
"train_loss": 0.14160844961619887,
|
10 |
+
"train_runtime": 1869.1518,
|
11 |
+
"train_samples_per_second": 16.806,
|
12 |
+
"train_steps_per_second": 0.525
|
13 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 3.0,
|
3 |
+
"eval_accuracy": 0.9844028520499108,
|
4 |
+
"eval_loss": 0.04237278550863266,
|
5 |
+
"eval_runtime": 130.7372,
|
6 |
+
"eval_samples_per_second": 34.328,
|
7 |
+
"eval_steps_per_second": 4.291
|
8 |
+
}
|
runs/Dec08_10-38-49_c5986ca7fb9c/events.out.tfevents.1702034852.c5986ca7fb9c.179.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c35592c53852d4c90594593d3180a9a9033060d0e66b42d419cfbff37ef98e59
|
3 |
+
size 411
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 3.0,
|
3 |
+
"total_flos": 2.432473554002043e+18,
|
4 |
+
"train_loss": 0.14160844961619887,
|
5 |
+
"train_runtime": 1869.1518,
|
6 |
+
"train_samples_per_second": 16.806,
|
7 |
+
"train_steps_per_second": 0.525
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,643 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.9844028520499108,
|
3 |
+
"best_model_checkpoint": "vit-base-patch16-224-finetuned-eurosat/checkpoint-981",
|
4 |
+
"epoch": 2.9977081741787623,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 981,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.03,
|
13 |
+
"learning_rate": 5.050505050505051e-06,
|
14 |
+
"loss": 0.7345,
|
15 |
+
"step": 10
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.06,
|
19 |
+
"learning_rate": 1.0101010101010101e-05,
|
20 |
+
"loss": 0.6694,
|
21 |
+
"step": 20
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 0.09,
|
25 |
+
"learning_rate": 1.5151515151515153e-05,
|
26 |
+
"loss": 0.5908,
|
27 |
+
"step": 30
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 0.12,
|
31 |
+
"learning_rate": 2.0202020202020203e-05,
|
32 |
+
"loss": 0.4686,
|
33 |
+
"step": 40
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"epoch": 0.15,
|
37 |
+
"learning_rate": 2.5252525252525256e-05,
|
38 |
+
"loss": 0.4016,
|
39 |
+
"step": 50
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 0.18,
|
43 |
+
"learning_rate": 3.0303030303030306e-05,
|
44 |
+
"loss": 0.3304,
|
45 |
+
"step": 60
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 0.21,
|
49 |
+
"learning_rate": 3.535353535353535e-05,
|
50 |
+
"loss": 0.2909,
|
51 |
+
"step": 70
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.24,
|
55 |
+
"learning_rate": 4.0404040404040405e-05,
|
56 |
+
"loss": 0.226,
|
57 |
+
"step": 80
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 0.28,
|
61 |
+
"learning_rate": 4.545454545454546e-05,
|
62 |
+
"loss": 0.1949,
|
63 |
+
"step": 90
|
64 |
+
},
|
65 |
+
{
|
66 |
+
"epoch": 0.31,
|
67 |
+
"learning_rate": 4.9943310657596374e-05,
|
68 |
+
"loss": 0.3078,
|
69 |
+
"step": 100
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 0.34,
|
73 |
+
"learning_rate": 4.937641723356009e-05,
|
74 |
+
"loss": 0.2718,
|
75 |
+
"step": 110
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 0.37,
|
79 |
+
"learning_rate": 4.880952380952381e-05,
|
80 |
+
"loss": 0.2043,
|
81 |
+
"step": 120
|
82 |
+
},
|
83 |
+
{
|
84 |
+
"epoch": 0.4,
|
85 |
+
"learning_rate": 4.8242630385487533e-05,
|
86 |
+
"loss": 0.2451,
|
87 |
+
"step": 130
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 0.43,
|
91 |
+
"learning_rate": 4.767573696145125e-05,
|
92 |
+
"loss": 0.235,
|
93 |
+
"step": 140
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.46,
|
97 |
+
"learning_rate": 4.710884353741497e-05,
|
98 |
+
"loss": 0.3714,
|
99 |
+
"step": 150
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 0.49,
|
103 |
+
"learning_rate": 4.6541950113378686e-05,
|
104 |
+
"loss": 0.173,
|
105 |
+
"step": 160
|
106 |
+
},
|
107 |
+
{
|
108 |
+
"epoch": 0.52,
|
109 |
+
"learning_rate": 4.597505668934241e-05,
|
110 |
+
"loss": 0.1935,
|
111 |
+
"step": 170
|
112 |
+
},
|
113 |
+
{
|
114 |
+
"epoch": 0.55,
|
115 |
+
"learning_rate": 4.5408163265306124e-05,
|
116 |
+
"loss": 0.2082,
|
117 |
+
"step": 180
|
118 |
+
},
|
119 |
+
{
|
120 |
+
"epoch": 0.58,
|
121 |
+
"learning_rate": 4.4841269841269846e-05,
|
122 |
+
"loss": 0.139,
|
123 |
+
"step": 190
|
124 |
+
},
|
125 |
+
{
|
126 |
+
"epoch": 0.61,
|
127 |
+
"learning_rate": 4.427437641723356e-05,
|
128 |
+
"loss": 0.1498,
|
129 |
+
"step": 200
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 0.64,
|
133 |
+
"learning_rate": 4.3707482993197277e-05,
|
134 |
+
"loss": 0.1188,
|
135 |
+
"step": 210
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.67,
|
139 |
+
"learning_rate": 4.3140589569161e-05,
|
140 |
+
"loss": 0.1702,
|
141 |
+
"step": 220
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 0.7,
|
145 |
+
"learning_rate": 4.257369614512472e-05,
|
146 |
+
"loss": 0.1709,
|
147 |
+
"step": 230
|
148 |
+
},
|
149 |
+
{
|
150 |
+
"epoch": 0.73,
|
151 |
+
"learning_rate": 4.200680272108844e-05,
|
152 |
+
"loss": 0.1468,
|
153 |
+
"step": 240
|
154 |
+
},
|
155 |
+
{
|
156 |
+
"epoch": 0.76,
|
157 |
+
"learning_rate": 4.143990929705215e-05,
|
158 |
+
"loss": 0.1389,
|
159 |
+
"step": 250
|
160 |
+
},
|
161 |
+
{
|
162 |
+
"epoch": 0.79,
|
163 |
+
"learning_rate": 4.0873015873015874e-05,
|
164 |
+
"loss": 0.1836,
|
165 |
+
"step": 260
|
166 |
+
},
|
167 |
+
{
|
168 |
+
"epoch": 0.83,
|
169 |
+
"learning_rate": 4.0306122448979596e-05,
|
170 |
+
"loss": 0.1395,
|
171 |
+
"step": 270
|
172 |
+
},
|
173 |
+
{
|
174 |
+
"epoch": 0.86,
|
175 |
+
"learning_rate": 3.973922902494331e-05,
|
176 |
+
"loss": 0.1685,
|
177 |
+
"step": 280
|
178 |
+
},
|
179 |
+
{
|
180 |
+
"epoch": 0.89,
|
181 |
+
"learning_rate": 3.9172335600907026e-05,
|
182 |
+
"loss": 0.1501,
|
183 |
+
"step": 290
|
184 |
+
},
|
185 |
+
{
|
186 |
+
"epoch": 0.92,
|
187 |
+
"learning_rate": 3.860544217687075e-05,
|
188 |
+
"loss": 0.0861,
|
189 |
+
"step": 300
|
190 |
+
},
|
191 |
+
{
|
192 |
+
"epoch": 0.95,
|
193 |
+
"learning_rate": 3.803854875283447e-05,
|
194 |
+
"loss": 0.2846,
|
195 |
+
"step": 310
|
196 |
+
},
|
197 |
+
{
|
198 |
+
"epoch": 0.98,
|
199 |
+
"learning_rate": 3.7471655328798186e-05,
|
200 |
+
"loss": 0.1418,
|
201 |
+
"step": 320
|
202 |
+
},
|
203 |
+
{
|
204 |
+
"epoch": 1.0,
|
205 |
+
"eval_accuracy": 0.963680926916221,
|
206 |
+
"eval_loss": 0.09791737049818039,
|
207 |
+
"eval_runtime": 121.1611,
|
208 |
+
"eval_samples_per_second": 37.042,
|
209 |
+
"eval_steps_per_second": 4.63,
|
210 |
+
"step": 327
|
211 |
+
},
|
212 |
+
{
|
213 |
+
"epoch": 1.01,
|
214 |
+
"learning_rate": 3.690476190476191e-05,
|
215 |
+
"loss": 0.1285,
|
216 |
+
"step": 330
|
217 |
+
},
|
218 |
+
{
|
219 |
+
"epoch": 1.04,
|
220 |
+
"learning_rate": 3.633786848072562e-05,
|
221 |
+
"loss": 0.0797,
|
222 |
+
"step": 340
|
223 |
+
},
|
224 |
+
{
|
225 |
+
"epoch": 1.07,
|
226 |
+
"learning_rate": 3.5770975056689345e-05,
|
227 |
+
"loss": 0.0737,
|
228 |
+
"step": 350
|
229 |
+
},
|
230 |
+
{
|
231 |
+
"epoch": 1.1,
|
232 |
+
"learning_rate": 3.520408163265306e-05,
|
233 |
+
"loss": 0.1093,
|
234 |
+
"step": 360
|
235 |
+
},
|
236 |
+
{
|
237 |
+
"epoch": 1.13,
|
238 |
+
"learning_rate": 3.463718820861678e-05,
|
239 |
+
"loss": 0.1201,
|
240 |
+
"step": 370
|
241 |
+
},
|
242 |
+
{
|
243 |
+
"epoch": 1.16,
|
244 |
+
"learning_rate": 3.4070294784580505e-05,
|
245 |
+
"loss": 0.0933,
|
246 |
+
"step": 380
|
247 |
+
},
|
248 |
+
{
|
249 |
+
"epoch": 1.19,
|
250 |
+
"learning_rate": 3.350340136054422e-05,
|
251 |
+
"loss": 0.1399,
|
252 |
+
"step": 390
|
253 |
+
},
|
254 |
+
{
|
255 |
+
"epoch": 1.22,
|
256 |
+
"learning_rate": 3.2936507936507936e-05,
|
257 |
+
"loss": 0.1143,
|
258 |
+
"step": 400
|
259 |
+
},
|
260 |
+
{
|
261 |
+
"epoch": 1.25,
|
262 |
+
"learning_rate": 3.236961451247166e-05,
|
263 |
+
"loss": 0.1083,
|
264 |
+
"step": 410
|
265 |
+
},
|
266 |
+
{
|
267 |
+
"epoch": 1.28,
|
268 |
+
"learning_rate": 3.180272108843538e-05,
|
269 |
+
"loss": 0.1619,
|
270 |
+
"step": 420
|
271 |
+
},
|
272 |
+
{
|
273 |
+
"epoch": 1.31,
|
274 |
+
"learning_rate": 3.1235827664399095e-05,
|
275 |
+
"loss": 0.1267,
|
276 |
+
"step": 430
|
277 |
+
},
|
278 |
+
{
|
279 |
+
"epoch": 1.34,
|
280 |
+
"learning_rate": 3.066893424036281e-05,
|
281 |
+
"loss": 0.1482,
|
282 |
+
"step": 440
|
283 |
+
},
|
284 |
+
{
|
285 |
+
"epoch": 1.38,
|
286 |
+
"learning_rate": 3.0102040816326533e-05,
|
287 |
+
"loss": 0.0971,
|
288 |
+
"step": 450
|
289 |
+
},
|
290 |
+
{
|
291 |
+
"epoch": 1.41,
|
292 |
+
"learning_rate": 2.953514739229025e-05,
|
293 |
+
"loss": 0.0947,
|
294 |
+
"step": 460
|
295 |
+
},
|
296 |
+
{
|
297 |
+
"epoch": 1.44,
|
298 |
+
"learning_rate": 2.8968253968253974e-05,
|
299 |
+
"loss": 0.0807,
|
300 |
+
"step": 470
|
301 |
+
},
|
302 |
+
{
|
303 |
+
"epoch": 1.47,
|
304 |
+
"learning_rate": 2.8401360544217685e-05,
|
305 |
+
"loss": 0.0854,
|
306 |
+
"step": 480
|
307 |
+
},
|
308 |
+
{
|
309 |
+
"epoch": 1.5,
|
310 |
+
"learning_rate": 2.7834467120181408e-05,
|
311 |
+
"loss": 0.0921,
|
312 |
+
"step": 490
|
313 |
+
},
|
314 |
+
{
|
315 |
+
"epoch": 1.53,
|
316 |
+
"learning_rate": 2.7267573696145126e-05,
|
317 |
+
"loss": 0.0957,
|
318 |
+
"step": 500
|
319 |
+
},
|
320 |
+
{
|
321 |
+
"epoch": 1.56,
|
322 |
+
"learning_rate": 2.6700680272108845e-05,
|
323 |
+
"loss": 0.1141,
|
324 |
+
"step": 510
|
325 |
+
},
|
326 |
+
{
|
327 |
+
"epoch": 1.59,
|
328 |
+
"learning_rate": 2.613378684807256e-05,
|
329 |
+
"loss": 0.1462,
|
330 |
+
"step": 520
|
331 |
+
},
|
332 |
+
{
|
333 |
+
"epoch": 1.62,
|
334 |
+
"learning_rate": 2.5566893424036282e-05,
|
335 |
+
"loss": 0.1089,
|
336 |
+
"step": 530
|
337 |
+
},
|
338 |
+
{
|
339 |
+
"epoch": 1.65,
|
340 |
+
"learning_rate": 2.5e-05,
|
341 |
+
"loss": 0.0966,
|
342 |
+
"step": 540
|
343 |
+
},
|
344 |
+
{
|
345 |
+
"epoch": 1.68,
|
346 |
+
"learning_rate": 2.443310657596372e-05,
|
347 |
+
"loss": 0.1093,
|
348 |
+
"step": 550
|
349 |
+
},
|
350 |
+
{
|
351 |
+
"epoch": 1.71,
|
352 |
+
"learning_rate": 2.386621315192744e-05,
|
353 |
+
"loss": 0.0786,
|
354 |
+
"step": 560
|
355 |
+
},
|
356 |
+
{
|
357 |
+
"epoch": 1.74,
|
358 |
+
"learning_rate": 2.3299319727891157e-05,
|
359 |
+
"loss": 0.103,
|
360 |
+
"step": 570
|
361 |
+
},
|
362 |
+
{
|
363 |
+
"epoch": 1.77,
|
364 |
+
"learning_rate": 2.2732426303854876e-05,
|
365 |
+
"loss": 0.1525,
|
366 |
+
"step": 580
|
367 |
+
},
|
368 |
+
{
|
369 |
+
"epoch": 1.8,
|
370 |
+
"learning_rate": 2.2165532879818595e-05,
|
371 |
+
"loss": 0.0774,
|
372 |
+
"step": 590
|
373 |
+
},
|
374 |
+
{
|
375 |
+
"epoch": 1.83,
|
376 |
+
"learning_rate": 2.1598639455782314e-05,
|
377 |
+
"loss": 0.0831,
|
378 |
+
"step": 600
|
379 |
+
},
|
380 |
+
{
|
381 |
+
"epoch": 1.86,
|
382 |
+
"learning_rate": 2.1031746031746032e-05,
|
383 |
+
"loss": 0.0823,
|
384 |
+
"step": 610
|
385 |
+
},
|
386 |
+
{
|
387 |
+
"epoch": 1.89,
|
388 |
+
"learning_rate": 2.046485260770975e-05,
|
389 |
+
"loss": 0.0809,
|
390 |
+
"step": 620
|
391 |
+
},
|
392 |
+
{
|
393 |
+
"epoch": 1.93,
|
394 |
+
"learning_rate": 1.989795918367347e-05,
|
395 |
+
"loss": 0.0975,
|
396 |
+
"step": 630
|
397 |
+
},
|
398 |
+
{
|
399 |
+
"epoch": 1.96,
|
400 |
+
"learning_rate": 1.9331065759637192e-05,
|
401 |
+
"loss": 0.0884,
|
402 |
+
"step": 640
|
403 |
+
},
|
404 |
+
{
|
405 |
+
"epoch": 1.99,
|
406 |
+
"learning_rate": 1.8764172335600907e-05,
|
407 |
+
"loss": 0.0631,
|
408 |
+
"step": 650
|
409 |
+
},
|
410 |
+
{
|
411 |
+
"epoch": 2.0,
|
412 |
+
"eval_accuracy": 0.9790552584670231,
|
413 |
+
"eval_loss": 0.05776624009013176,
|
414 |
+
"eval_runtime": 122.7481,
|
415 |
+
"eval_samples_per_second": 36.563,
|
416 |
+
"eval_steps_per_second": 4.57,
|
417 |
+
"step": 654
|
418 |
+
},
|
419 |
+
{
|
420 |
+
"epoch": 2.02,
|
421 |
+
"learning_rate": 1.8197278911564626e-05,
|
422 |
+
"loss": 0.0779,
|
423 |
+
"step": 660
|
424 |
+
},
|
425 |
+
{
|
426 |
+
"epoch": 2.05,
|
427 |
+
"learning_rate": 1.7630385487528345e-05,
|
428 |
+
"loss": 0.0602,
|
429 |
+
"step": 670
|
430 |
+
},
|
431 |
+
{
|
432 |
+
"epoch": 2.08,
|
433 |
+
"learning_rate": 1.7063492063492063e-05,
|
434 |
+
"loss": 0.0747,
|
435 |
+
"step": 680
|
436 |
+
},
|
437 |
+
{
|
438 |
+
"epoch": 2.11,
|
439 |
+
"learning_rate": 1.6496598639455782e-05,
|
440 |
+
"loss": 0.0537,
|
441 |
+
"step": 690
|
442 |
+
},
|
443 |
+
{
|
444 |
+
"epoch": 2.14,
|
445 |
+
"learning_rate": 1.59297052154195e-05,
|
446 |
+
"loss": 0.1051,
|
447 |
+
"step": 700
|
448 |
+
},
|
449 |
+
{
|
450 |
+
"epoch": 2.17,
|
451 |
+
"learning_rate": 1.5362811791383223e-05,
|
452 |
+
"loss": 0.083,
|
453 |
+
"step": 710
|
454 |
+
},
|
455 |
+
{
|
456 |
+
"epoch": 2.2,
|
457 |
+
"learning_rate": 1.479591836734694e-05,
|
458 |
+
"loss": 0.0572,
|
459 |
+
"step": 720
|
460 |
+
},
|
461 |
+
{
|
462 |
+
"epoch": 2.23,
|
463 |
+
"learning_rate": 1.4229024943310659e-05,
|
464 |
+
"loss": 0.062,
|
465 |
+
"step": 730
|
466 |
+
},
|
467 |
+
{
|
468 |
+
"epoch": 2.26,
|
469 |
+
"learning_rate": 1.3662131519274376e-05,
|
470 |
+
"loss": 0.069,
|
471 |
+
"step": 740
|
472 |
+
},
|
473 |
+
{
|
474 |
+
"epoch": 2.29,
|
475 |
+
"learning_rate": 1.3095238095238096e-05,
|
476 |
+
"loss": 0.0788,
|
477 |
+
"step": 750
|
478 |
+
},
|
479 |
+
{
|
480 |
+
"epoch": 2.32,
|
481 |
+
"learning_rate": 1.2528344671201813e-05,
|
482 |
+
"loss": 0.0699,
|
483 |
+
"step": 760
|
484 |
+
},
|
485 |
+
{
|
486 |
+
"epoch": 2.35,
|
487 |
+
"learning_rate": 1.1961451247165534e-05,
|
488 |
+
"loss": 0.0628,
|
489 |
+
"step": 770
|
490 |
+
},
|
491 |
+
{
|
492 |
+
"epoch": 2.38,
|
493 |
+
"learning_rate": 1.1394557823129252e-05,
|
494 |
+
"loss": 0.07,
|
495 |
+
"step": 780
|
496 |
+
},
|
497 |
+
{
|
498 |
+
"epoch": 2.41,
|
499 |
+
"learning_rate": 1.0827664399092971e-05,
|
500 |
+
"loss": 0.0608,
|
501 |
+
"step": 790
|
502 |
+
},
|
503 |
+
{
|
504 |
+
"epoch": 2.44,
|
505 |
+
"learning_rate": 1.026077097505669e-05,
|
506 |
+
"loss": 0.0636,
|
507 |
+
"step": 800
|
508 |
+
},
|
509 |
+
{
|
510 |
+
"epoch": 2.48,
|
511 |
+
"learning_rate": 9.693877551020408e-06,
|
512 |
+
"loss": 0.0549,
|
513 |
+
"step": 810
|
514 |
+
},
|
515 |
+
{
|
516 |
+
"epoch": 2.51,
|
517 |
+
"learning_rate": 9.126984126984127e-06,
|
518 |
+
"loss": 0.0655,
|
519 |
+
"step": 820
|
520 |
+
},
|
521 |
+
{
|
522 |
+
"epoch": 2.54,
|
523 |
+
"learning_rate": 8.560090702947846e-06,
|
524 |
+
"loss": 0.0503,
|
525 |
+
"step": 830
|
526 |
+
},
|
527 |
+
{
|
528 |
+
"epoch": 2.57,
|
529 |
+
"learning_rate": 7.993197278911566e-06,
|
530 |
+
"loss": 0.06,
|
531 |
+
"step": 840
|
532 |
+
},
|
533 |
+
{
|
534 |
+
"epoch": 2.6,
|
535 |
+
"learning_rate": 7.426303854875284e-06,
|
536 |
+
"loss": 0.1075,
|
537 |
+
"step": 850
|
538 |
+
},
|
539 |
+
{
|
540 |
+
"epoch": 2.63,
|
541 |
+
"learning_rate": 6.859410430839003e-06,
|
542 |
+
"loss": 0.0822,
|
543 |
+
"step": 860
|
544 |
+
},
|
545 |
+
{
|
546 |
+
"epoch": 2.66,
|
547 |
+
"learning_rate": 6.292517006802722e-06,
|
548 |
+
"loss": 0.103,
|
549 |
+
"step": 870
|
550 |
+
},
|
551 |
+
{
|
552 |
+
"epoch": 2.69,
|
553 |
+
"learning_rate": 5.72562358276644e-06,
|
554 |
+
"loss": 0.0538,
|
555 |
+
"step": 880
|
556 |
+
},
|
557 |
+
{
|
558 |
+
"epoch": 2.72,
|
559 |
+
"learning_rate": 5.158730158730159e-06,
|
560 |
+
"loss": 0.0672,
|
561 |
+
"step": 890
|
562 |
+
},
|
563 |
+
{
|
564 |
+
"epoch": 2.75,
|
565 |
+
"learning_rate": 4.591836734693878e-06,
|
566 |
+
"loss": 0.0365,
|
567 |
+
"step": 900
|
568 |
+
},
|
569 |
+
{
|
570 |
+
"epoch": 2.78,
|
571 |
+
"learning_rate": 4.0249433106575965e-06,
|
572 |
+
"loss": 0.0564,
|
573 |
+
"step": 910
|
574 |
+
},
|
575 |
+
{
|
576 |
+
"epoch": 2.81,
|
577 |
+
"learning_rate": 3.4580498866213153e-06,
|
578 |
+
"loss": 0.0348,
|
579 |
+
"step": 920
|
580 |
+
},
|
581 |
+
{
|
582 |
+
"epoch": 2.84,
|
583 |
+
"learning_rate": 2.8911564625850344e-06,
|
584 |
+
"loss": 0.0465,
|
585 |
+
"step": 930
|
586 |
+
},
|
587 |
+
{
|
588 |
+
"epoch": 2.87,
|
589 |
+
"learning_rate": 2.3242630385487527e-06,
|
590 |
+
"loss": 0.0627,
|
591 |
+
"step": 940
|
592 |
+
},
|
593 |
+
{
|
594 |
+
"epoch": 2.9,
|
595 |
+
"learning_rate": 1.7573696145124719e-06,
|
596 |
+
"loss": 0.0659,
|
597 |
+
"step": 950
|
598 |
+
},
|
599 |
+
{
|
600 |
+
"epoch": 2.93,
|
601 |
+
"learning_rate": 1.1904761904761904e-06,
|
602 |
+
"loss": 0.0594,
|
603 |
+
"step": 960
|
604 |
+
},
|
605 |
+
{
|
606 |
+
"epoch": 2.96,
|
607 |
+
"learning_rate": 6.235827664399093e-07,
|
608 |
+
"loss": 0.0352,
|
609 |
+
"step": 970
|
610 |
+
},
|
611 |
+
{
|
612 |
+
"epoch": 2.99,
|
613 |
+
"learning_rate": 5.668934240362812e-08,
|
614 |
+
"loss": 0.0466,
|
615 |
+
"step": 980
|
616 |
+
},
|
617 |
+
{
|
618 |
+
"epoch": 3.0,
|
619 |
+
"eval_accuracy": 0.9844028520499108,
|
620 |
+
"eval_loss": 0.04237278550863266,
|
621 |
+
"eval_runtime": 121.9616,
|
622 |
+
"eval_samples_per_second": 36.798,
|
623 |
+
"eval_steps_per_second": 4.6,
|
624 |
+
"step": 981
|
625 |
+
},
|
626 |
+
{
|
627 |
+
"epoch": 3.0,
|
628 |
+
"step": 981,
|
629 |
+
"total_flos": 2.432473554002043e+18,
|
630 |
+
"train_loss": 0.14160844961619887,
|
631 |
+
"train_runtime": 1869.1518,
|
632 |
+
"train_samples_per_second": 16.806,
|
633 |
+
"train_steps_per_second": 0.525
|
634 |
+
}
|
635 |
+
],
|
636 |
+
"logging_steps": 10,
|
637 |
+
"max_steps": 981,
|
638 |
+
"num_train_epochs": 3,
|
639 |
+
"save_steps": 500,
|
640 |
+
"total_flos": 2.432473554002043e+18,
|
641 |
+
"trial_name": null,
|
642 |
+
"trial_params": null
|
643 |
+
}
|