Training in progress, epoch 1
Browse files- all_results.json +4 -4
- model.safetensors +1 -1
- runs/Oct26_08-08-51_c3ee2852f8cc/events.out.tfevents.1729936292.c3ee2852f8cc.307.3 +3 -0
- train_results.json +4 -4
- trainer_state.json +130 -130
all_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
"epoch": 10.0,
|
3 |
"total_flos": 6.954705718242509e+17,
|
4 |
-
"train_loss": 0.
|
5 |
-
"train_runtime":
|
6 |
-
"train_samples_per_second": 17.
|
7 |
-
"train_steps_per_second": 0.
|
8 |
}
|
|
|
1 |
{
|
2 |
"epoch": 10.0,
|
3 |
"total_flos": 6.954705718242509e+17,
|
4 |
+
"train_loss": 0.23402113264257257,
|
5 |
+
"train_runtime": 1621.2514,
|
6 |
+
"train_samples_per_second": 17.258,
|
7 |
+
"train_steps_per_second": 0.136
|
8 |
}
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 110342832
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6e54bdc6cac7d51387317dc47d851fc2b73485816c5eb83c4e7c48ce7968c813
|
3 |
size 110342832
|
runs/Oct26_08-08-51_c3ee2852f8cc/events.out.tfevents.1729936292.c3ee2852f8cc.307.3
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d7cd695ec956a2a43ae758fbf1280c6c5a788bdb5d19455dc06e54d678dd3b99
|
3 |
+
size 6323
|
train_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
"epoch": 10.0,
|
3 |
"total_flos": 6.954705718242509e+17,
|
4 |
-
"train_loss": 0.
|
5 |
-
"train_runtime":
|
6 |
-
"train_samples_per_second": 17.
|
7 |
-
"train_steps_per_second": 0.
|
8 |
}
|
|
|
1 |
{
|
2 |
"epoch": 10.0,
|
3 |
"total_flos": 6.954705718242509e+17,
|
4 |
+
"train_loss": 0.23402113264257257,
|
5 |
+
"train_runtime": 1621.2514,
|
6 |
+
"train_samples_per_second": 17.258,
|
7 |
+
"train_steps_per_second": 0.136
|
8 |
}
|
trainer_state.json
CHANGED
@@ -1,6 +1,6 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
-
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-
|
4 |
"epoch": 10.0,
|
5 |
"eval_steps": 500,
|
6 |
"global_step": 220,
|
@@ -10,286 +10,286 @@
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 0.45454545454545453,
|
13 |
-
"grad_norm":
|
14 |
"learning_rate": 2.272727272727273e-05,
|
15 |
-
"loss": 0.
|
16 |
"step": 10
|
17 |
},
|
18 |
{
|
19 |
"epoch": 0.9090909090909091,
|
20 |
-
"grad_norm":
|
21 |
"learning_rate": 4.545454545454546e-05,
|
22 |
-
"loss": 0.
|
23 |
"step": 20
|
24 |
},
|
25 |
{
|
26 |
"epoch": 1.0,
|
27 |
-
"eval_accuracy": 0.
|
28 |
-
"eval_f1": 0.
|
29 |
-
"eval_loss": 0.
|
30 |
-
"eval_precision": 0.
|
31 |
-
"eval_recall": 0.
|
32 |
-
"eval_runtime": 15.
|
33 |
-
"eval_samples_per_second": 19.
|
34 |
-
"eval_steps_per_second": 0.
|
35 |
"step": 22
|
36 |
},
|
37 |
{
|
38 |
"epoch": 1.3636363636363638,
|
39 |
-
"grad_norm":
|
40 |
"learning_rate": 4.797979797979798e-05,
|
41 |
-
"loss": 0.
|
42 |
"step": 30
|
43 |
},
|
44 |
{
|
45 |
"epoch": 1.8181818181818183,
|
46 |
-
"grad_norm":
|
47 |
"learning_rate": 4.545454545454546e-05,
|
48 |
-
"loss": 0.
|
49 |
"step": 40
|
50 |
},
|
51 |
{
|
52 |
"epoch": 2.0,
|
53 |
-
"eval_accuracy": 0.
|
54 |
-
"eval_f1": 0.
|
55 |
-
"eval_loss": 0.
|
56 |
-
"eval_precision": 0.
|
57 |
-
"eval_recall": 0.
|
58 |
-
"eval_runtime":
|
59 |
-
"eval_samples_per_second":
|
60 |
-
"eval_steps_per_second": 0.
|
61 |
"step": 44
|
62 |
},
|
63 |
{
|
64 |
"epoch": 2.2727272727272725,
|
65 |
-
"grad_norm":
|
66 |
"learning_rate": 4.292929292929293e-05,
|
67 |
-
"loss": 0.
|
68 |
"step": 50
|
69 |
},
|
70 |
{
|
71 |
"epoch": 2.7272727272727275,
|
72 |
-
"grad_norm":
|
73 |
"learning_rate": 4.0404040404040405e-05,
|
74 |
-
"loss": 0.
|
75 |
"step": 60
|
76 |
},
|
77 |
{
|
78 |
"epoch": 3.0,
|
79 |
-
"eval_accuracy": 0.
|
80 |
-
"eval_f1": 0.
|
81 |
-
"eval_loss": 0.
|
82 |
-
"eval_precision": 0.
|
83 |
-
"eval_recall": 0.
|
84 |
-
"eval_runtime":
|
85 |
-
"eval_samples_per_second":
|
86 |
-
"eval_steps_per_second": 0.
|
87 |
"step": 66
|
88 |
},
|
89 |
{
|
90 |
"epoch": 3.1818181818181817,
|
91 |
-
"grad_norm":
|
92 |
"learning_rate": 3.787878787878788e-05,
|
93 |
-
"loss": 0.
|
94 |
"step": 70
|
95 |
},
|
96 |
{
|
97 |
"epoch": 3.6363636363636362,
|
98 |
-
"grad_norm":
|
99 |
"learning_rate": 3.535353535353535e-05,
|
100 |
-
"loss": 0.
|
101 |
"step": 80
|
102 |
},
|
103 |
{
|
104 |
"epoch": 4.0,
|
105 |
-
"eval_accuracy": 0.
|
106 |
-
"eval_f1": 0.
|
107 |
-
"eval_loss": 0.
|
108 |
-
"eval_precision": 0.
|
109 |
-
"eval_recall": 0.
|
110 |
-
"eval_runtime":
|
111 |
-
"eval_samples_per_second": 19.
|
112 |
-
"eval_steps_per_second": 0.
|
113 |
"step": 88
|
114 |
},
|
115 |
{
|
116 |
"epoch": 4.090909090909091,
|
117 |
-
"grad_norm":
|
118 |
"learning_rate": 3.282828282828283e-05,
|
119 |
-
"loss": 0.
|
120 |
"step": 90
|
121 |
},
|
122 |
{
|
123 |
"epoch": 4.545454545454545,
|
124 |
-
"grad_norm":
|
125 |
"learning_rate": 3.0303030303030306e-05,
|
126 |
-
"loss": 0.
|
127 |
"step": 100
|
128 |
},
|
129 |
{
|
130 |
"epoch": 5.0,
|
131 |
-
"grad_norm":
|
132 |
"learning_rate": 2.777777777777778e-05,
|
133 |
-
"loss": 0.
|
134 |
"step": 110
|
135 |
},
|
136 |
{
|
137 |
"epoch": 5.0,
|
138 |
-
"eval_accuracy": 0.
|
139 |
-
"eval_f1": 0.
|
140 |
-
"eval_loss": 0.
|
141 |
-
"eval_precision": 0.
|
142 |
-
"eval_recall": 0.
|
143 |
-
"eval_runtime":
|
144 |
-
"eval_samples_per_second":
|
145 |
-
"eval_steps_per_second": 0.
|
146 |
"step": 110
|
147 |
},
|
148 |
{
|
149 |
"epoch": 5.454545454545454,
|
150 |
-
"grad_norm":
|
151 |
"learning_rate": 2.5252525252525256e-05,
|
152 |
-
"loss": 0.
|
153 |
"step": 120
|
154 |
},
|
155 |
{
|
156 |
"epoch": 5.909090909090909,
|
157 |
-
"grad_norm":
|
158 |
"learning_rate": 2.272727272727273e-05,
|
159 |
-
"loss": 0.
|
160 |
"step": 130
|
161 |
},
|
162 |
{
|
163 |
"epoch": 6.0,
|
164 |
-
"eval_accuracy": 0.
|
165 |
-
"eval_f1": 0.
|
166 |
-
"eval_loss": 0.
|
167 |
-
"eval_precision": 0.
|
168 |
-
"eval_recall": 0.
|
169 |
-
"eval_runtime":
|
170 |
-
"eval_samples_per_second": 19.
|
171 |
-
"eval_steps_per_second": 0.
|
172 |
"step": 132
|
173 |
},
|
174 |
{
|
175 |
"epoch": 6.363636363636363,
|
176 |
-
"grad_norm":
|
177 |
"learning_rate": 2.0202020202020203e-05,
|
178 |
-
"loss": 0.
|
179 |
"step": 140
|
180 |
},
|
181 |
{
|
182 |
"epoch": 6.818181818181818,
|
183 |
-
"grad_norm":
|
184 |
"learning_rate": 1.7676767676767676e-05,
|
185 |
-
"loss": 0.
|
186 |
"step": 150
|
187 |
},
|
188 |
{
|
189 |
"epoch": 7.0,
|
190 |
-
"eval_accuracy": 0.
|
191 |
-
"eval_f1": 0.
|
192 |
-
"eval_loss": 0.
|
193 |
-
"eval_precision": 0.
|
194 |
-
"eval_recall": 0.
|
195 |
-
"eval_runtime": 15.
|
196 |
-
"eval_samples_per_second": 19.
|
197 |
-
"eval_steps_per_second": 0.
|
198 |
"step": 154
|
199 |
},
|
200 |
{
|
201 |
"epoch": 7.2727272727272725,
|
202 |
-
"grad_norm":
|
203 |
"learning_rate": 1.5151515151515153e-05,
|
204 |
-
"loss": 0.
|
205 |
"step": 160
|
206 |
},
|
207 |
{
|
208 |
"epoch": 7.7272727272727275,
|
209 |
-
"grad_norm":
|
210 |
"learning_rate": 1.2626262626262628e-05,
|
211 |
-
"loss": 0.
|
212 |
"step": 170
|
213 |
},
|
214 |
{
|
215 |
"epoch": 8.0,
|
216 |
-
"eval_accuracy": 0.
|
217 |
-
"eval_f1": 0.
|
218 |
-
"eval_loss": 0.
|
219 |
-
"eval_precision": 0.
|
220 |
-
"eval_recall": 0.
|
221 |
-
"eval_runtime":
|
222 |
-
"eval_samples_per_second":
|
223 |
-
"eval_steps_per_second": 0.
|
224 |
"step": 176
|
225 |
},
|
226 |
{
|
227 |
"epoch": 8.181818181818182,
|
228 |
-
"grad_norm":
|
229 |
"learning_rate": 1.0101010101010101e-05,
|
230 |
-
"loss": 0.
|
231 |
"step": 180
|
232 |
},
|
233 |
{
|
234 |
"epoch": 8.636363636363637,
|
235 |
-
"grad_norm":
|
236 |
"learning_rate": 7.5757575757575764e-06,
|
237 |
-
"loss": 0.
|
238 |
"step": 190
|
239 |
},
|
240 |
{
|
241 |
"epoch": 9.0,
|
242 |
-
"eval_accuracy": 0.
|
243 |
-
"eval_f1": 0.
|
244 |
-
"eval_loss": 0.
|
245 |
-
"eval_precision": 0.
|
246 |
-
"eval_recall": 0.
|
247 |
-
"eval_runtime": 15.
|
248 |
-
"eval_samples_per_second": 19.
|
249 |
-
"eval_steps_per_second": 0.
|
250 |
"step": 198
|
251 |
},
|
252 |
{
|
253 |
"epoch": 9.090909090909092,
|
254 |
-
"grad_norm": 2.
|
255 |
"learning_rate": 5.050505050505051e-06,
|
256 |
-
"loss": 0.
|
257 |
"step": 200
|
258 |
},
|
259 |
{
|
260 |
"epoch": 9.545454545454545,
|
261 |
-
"grad_norm":
|
262 |
"learning_rate": 2.5252525252525253e-06,
|
263 |
-
"loss": 0.
|
264 |
"step": 210
|
265 |
},
|
266 |
{
|
267 |
"epoch": 10.0,
|
268 |
-
"grad_norm":
|
269 |
"learning_rate": 0.0,
|
270 |
-
"loss": 0.
|
271 |
"step": 220
|
272 |
},
|
273 |
{
|
274 |
"epoch": 10.0,
|
275 |
-
"eval_accuracy": 0.
|
276 |
-
"eval_f1": 0.
|
277 |
-
"eval_loss": 0.
|
278 |
-
"eval_precision": 0.
|
279 |
-
"eval_recall": 0.
|
280 |
-
"eval_runtime": 16.
|
281 |
-
"eval_samples_per_second": 18.
|
282 |
-
"eval_steps_per_second": 0.
|
283 |
"step": 220
|
284 |
},
|
285 |
{
|
286 |
"epoch": 10.0,
|
287 |
"step": 220,
|
288 |
"total_flos": 6.954705718242509e+17,
|
289 |
-
"train_loss": 0.
|
290 |
-
"train_runtime":
|
291 |
-
"train_samples_per_second": 17.
|
292 |
-
"train_steps_per_second": 0.
|
293 |
}
|
294 |
],
|
295 |
"logging_steps": 10,
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.8866264991906878,
|
3 |
+
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-220",
|
4 |
"epoch": 10.0,
|
5 |
"eval_steps": 500,
|
6 |
"global_step": 220,
|
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 0.45454545454545453,
|
13 |
+
"grad_norm": 3.2964470386505127,
|
14 |
"learning_rate": 2.272727272727273e-05,
|
15 |
+
"loss": 0.2322,
|
16 |
"step": 10
|
17 |
},
|
18 |
{
|
19 |
"epoch": 0.9090909090909091,
|
20 |
+
"grad_norm": 2.9043655395507812,
|
21 |
"learning_rate": 4.545454545454546e-05,
|
22 |
+
"loss": 0.2604,
|
23 |
"step": 20
|
24 |
},
|
25 |
{
|
26 |
"epoch": 1.0,
|
27 |
+
"eval_accuracy": 0.8392282958199357,
|
28 |
+
"eval_f1": 0.8332760485475542,
|
29 |
+
"eval_loss": 0.2333919107913971,
|
30 |
+
"eval_precision": 0.8374611693960878,
|
31 |
+
"eval_recall": 0.8392282958199357,
|
32 |
+
"eval_runtime": 15.9334,
|
33 |
+
"eval_samples_per_second": 19.519,
|
34 |
+
"eval_steps_per_second": 0.628,
|
35 |
"step": 22
|
36 |
},
|
37 |
{
|
38 |
"epoch": 1.3636363636363638,
|
39 |
+
"grad_norm": 56.99660873413086,
|
40 |
"learning_rate": 4.797979797979798e-05,
|
41 |
+
"loss": 0.2223,
|
42 |
"step": 30
|
43 |
},
|
44 |
{
|
45 |
"epoch": 1.8181818181818183,
|
46 |
+
"grad_norm": 18.48450469970703,
|
47 |
"learning_rate": 4.545454545454546e-05,
|
48 |
+
"loss": 0.2492,
|
49 |
"step": 40
|
50 |
},
|
51 |
{
|
52 |
"epoch": 2.0,
|
53 |
+
"eval_accuracy": 0.8263665594855305,
|
54 |
+
"eval_f1": 0.8232255290144138,
|
55 |
+
"eval_loss": 0.2620704472064972,
|
56 |
+
"eval_precision": 0.8228686443399579,
|
57 |
+
"eval_recall": 0.8263665594855305,
|
58 |
+
"eval_runtime": 15.7143,
|
59 |
+
"eval_samples_per_second": 19.791,
|
60 |
+
"eval_steps_per_second": 0.636,
|
61 |
"step": 44
|
62 |
},
|
63 |
{
|
64 |
"epoch": 2.2727272727272725,
|
65 |
+
"grad_norm": 6.249089241027832,
|
66 |
"learning_rate": 4.292929292929293e-05,
|
67 |
+
"loss": 0.2374,
|
68 |
"step": 50
|
69 |
},
|
70 |
{
|
71 |
"epoch": 2.7272727272727275,
|
72 |
+
"grad_norm": 34.324771881103516,
|
73 |
"learning_rate": 4.0404040404040405e-05,
|
74 |
+
"loss": 0.2373,
|
75 |
"step": 60
|
76 |
},
|
77 |
{
|
78 |
"epoch": 3.0,
|
79 |
+
"eval_accuracy": 0.8617363344051447,
|
80 |
+
"eval_f1": 0.8625935578100142,
|
81 |
+
"eval_loss": 0.23337994515895844,
|
82 |
+
"eval_precision": 0.8639282703997218,
|
83 |
+
"eval_recall": 0.8617363344051447,
|
84 |
+
"eval_runtime": 16.0907,
|
85 |
+
"eval_samples_per_second": 19.328,
|
86 |
+
"eval_steps_per_second": 0.621,
|
87 |
"step": 66
|
88 |
},
|
89 |
{
|
90 |
"epoch": 3.1818181818181817,
|
91 |
+
"grad_norm": 12.280445098876953,
|
92 |
"learning_rate": 3.787878787878788e-05,
|
93 |
+
"loss": 0.2634,
|
94 |
"step": 70
|
95 |
},
|
96 |
{
|
97 |
"epoch": 3.6363636363636362,
|
98 |
+
"grad_norm": 4.722353935241699,
|
99 |
"learning_rate": 3.535353535353535e-05,
|
100 |
+
"loss": 0.2623,
|
101 |
"step": 80
|
102 |
},
|
103 |
{
|
104 |
"epoch": 4.0,
|
105 |
+
"eval_accuracy": 0.8810289389067524,
|
106 |
+
"eval_f1": 0.88319217217326,
|
107 |
+
"eval_loss": 0.2036450058221817,
|
108 |
+
"eval_precision": 0.8908256857340293,
|
109 |
+
"eval_recall": 0.8810289389067524,
|
110 |
+
"eval_runtime": 16.3075,
|
111 |
+
"eval_samples_per_second": 19.071,
|
112 |
+
"eval_steps_per_second": 0.613,
|
113 |
"step": 88
|
114 |
},
|
115 |
{
|
116 |
"epoch": 4.090909090909091,
|
117 |
+
"grad_norm": 11.214787483215332,
|
118 |
"learning_rate": 3.282828282828283e-05,
|
119 |
+
"loss": 0.2246,
|
120 |
"step": 90
|
121 |
},
|
122 |
{
|
123 |
"epoch": 4.545454545454545,
|
124 |
+
"grad_norm": 13.322309494018555,
|
125 |
"learning_rate": 3.0303030303030306e-05,
|
126 |
+
"loss": 0.232,
|
127 |
"step": 100
|
128 |
},
|
129 |
{
|
130 |
"epoch": 5.0,
|
131 |
+
"grad_norm": 8.625347137451172,
|
132 |
"learning_rate": 2.777777777777778e-05,
|
133 |
+
"loss": 0.2378,
|
134 |
"step": 110
|
135 |
},
|
136 |
{
|
137 |
"epoch": 5.0,
|
138 |
+
"eval_accuracy": 0.819935691318328,
|
139 |
+
"eval_f1": 0.8172812345261152,
|
140 |
+
"eval_loss": 0.2944244146347046,
|
141 |
+
"eval_precision": 0.8165197977946229,
|
142 |
+
"eval_recall": 0.819935691318328,
|
143 |
+
"eval_runtime": 16.454,
|
144 |
+
"eval_samples_per_second": 18.901,
|
145 |
+
"eval_steps_per_second": 0.608,
|
146 |
"step": 110
|
147 |
},
|
148 |
{
|
149 |
"epoch": 5.454545454545454,
|
150 |
+
"grad_norm": 5.456847667694092,
|
151 |
"learning_rate": 2.5252525252525256e-05,
|
152 |
+
"loss": 0.2711,
|
153 |
"step": 120
|
154 |
},
|
155 |
{
|
156 |
"epoch": 5.909090909090909,
|
157 |
+
"grad_norm": 11.77868938446045,
|
158 |
"learning_rate": 2.272727272727273e-05,
|
159 |
+
"loss": 0.221,
|
160 |
"step": 130
|
161 |
},
|
162 |
{
|
163 |
"epoch": 6.0,
|
164 |
+
"eval_accuracy": 0.8681672025723473,
|
165 |
+
"eval_f1": 0.8700951269031074,
|
166 |
+
"eval_loss": 0.20269730687141418,
|
167 |
+
"eval_precision": 0.8751993658233878,
|
168 |
+
"eval_recall": 0.8681672025723473,
|
169 |
+
"eval_runtime": 15.757,
|
170 |
+
"eval_samples_per_second": 19.737,
|
171 |
+
"eval_steps_per_second": 0.635,
|
172 |
"step": 132
|
173 |
},
|
174 |
{
|
175 |
"epoch": 6.363636363636363,
|
176 |
+
"grad_norm": 10.365585327148438,
|
177 |
"learning_rate": 2.0202020202020203e-05,
|
178 |
+
"loss": 0.2205,
|
179 |
"step": 140
|
180 |
},
|
181 |
{
|
182 |
"epoch": 6.818181818181818,
|
183 |
+
"grad_norm": 3.4123003482818604,
|
184 |
"learning_rate": 1.7676767676767676e-05,
|
185 |
+
"loss": 0.2339,
|
186 |
"step": 150
|
187 |
},
|
188 |
{
|
189 |
"epoch": 7.0,
|
190 |
+
"eval_accuracy": 0.8585209003215434,
|
191 |
+
"eval_f1": 0.8577414571643612,
|
192 |
+
"eval_loss": 0.2290601134300232,
|
193 |
+
"eval_precision": 0.8572771006256387,
|
194 |
+
"eval_recall": 0.8585209003215434,
|
195 |
+
"eval_runtime": 15.7364,
|
196 |
+
"eval_samples_per_second": 19.763,
|
197 |
+
"eval_steps_per_second": 0.635,
|
198 |
"step": 154
|
199 |
},
|
200 |
{
|
201 |
"epoch": 7.2727272727272725,
|
202 |
+
"grad_norm": 6.866532325744629,
|
203 |
"learning_rate": 1.5151515151515153e-05,
|
204 |
+
"loss": 0.2274,
|
205 |
"step": 160
|
206 |
},
|
207 |
{
|
208 |
"epoch": 7.7272727272727275,
|
209 |
+
"grad_norm": 28.103683471679688,
|
210 |
"learning_rate": 1.2626262626262628e-05,
|
211 |
+
"loss": 0.2215,
|
212 |
"step": 170
|
213 |
},
|
214 |
{
|
215 |
"epoch": 8.0,
|
216 |
+
"eval_accuracy": 0.8681672025723473,
|
217 |
+
"eval_f1": 0.868338573836183,
|
218 |
+
"eval_loss": 0.2732490599155426,
|
219 |
+
"eval_precision": 0.8685295263564022,
|
220 |
+
"eval_recall": 0.8681672025723473,
|
221 |
+
"eval_runtime": 17.2464,
|
222 |
+
"eval_samples_per_second": 18.033,
|
223 |
+
"eval_steps_per_second": 0.58,
|
224 |
"step": 176
|
225 |
},
|
226 |
{
|
227 |
"epoch": 8.181818181818182,
|
228 |
+
"grad_norm": 7.824560642242432,
|
229 |
"learning_rate": 1.0101010101010101e-05,
|
230 |
+
"loss": 0.2202,
|
231 |
"step": 180
|
232 |
},
|
233 |
{
|
234 |
"epoch": 8.636363636363637,
|
235 |
+
"grad_norm": 1.545398473739624,
|
236 |
"learning_rate": 7.5757575757575764e-06,
|
237 |
+
"loss": 0.2162,
|
238 |
"step": 190
|
239 |
},
|
240 |
{
|
241 |
"epoch": 9.0,
|
242 |
+
"eval_accuracy": 0.8681672025723473,
|
243 |
+
"eval_f1": 0.8692844166638126,
|
244 |
+
"eval_loss": 0.2260492444038391,
|
245 |
+
"eval_precision": 0.8713400647093587,
|
246 |
+
"eval_recall": 0.8681672025723473,
|
247 |
+
"eval_runtime": 15.7507,
|
248 |
+
"eval_samples_per_second": 19.745,
|
249 |
+
"eval_steps_per_second": 0.635,
|
250 |
"step": 198
|
251 |
},
|
252 |
{
|
253 |
"epoch": 9.090909090909092,
|
254 |
+
"grad_norm": 2.2911288738250732,
|
255 |
"learning_rate": 5.050505050505051e-06,
|
256 |
+
"loss": 0.2224,
|
257 |
"step": 200
|
258 |
},
|
259 |
{
|
260 |
"epoch": 9.545454545454545,
|
261 |
+
"grad_norm": 3.872638463973999,
|
262 |
"learning_rate": 2.5252525252525253e-06,
|
263 |
+
"loss": 0.2126,
|
264 |
"step": 210
|
265 |
},
|
266 |
{
|
267 |
"epoch": 10.0,
|
268 |
+
"grad_norm": 2.078859567642212,
|
269 |
"learning_rate": 0.0,
|
270 |
+
"loss": 0.2226,
|
271 |
"step": 220
|
272 |
},
|
273 |
{
|
274 |
"epoch": 10.0,
|
275 |
+
"eval_accuracy": 0.8842443729903537,
|
276 |
+
"eval_f1": 0.8866264991906878,
|
277 |
+
"eval_loss": 0.20013029873371124,
|
278 |
+
"eval_precision": 0.8965561746996403,
|
279 |
+
"eval_recall": 0.8842443729903537,
|
280 |
+
"eval_runtime": 16.6583,
|
281 |
+
"eval_samples_per_second": 18.669,
|
282 |
+
"eval_steps_per_second": 0.6,
|
283 |
"step": 220
|
284 |
},
|
285 |
{
|
286 |
"epoch": 10.0,
|
287 |
"step": 220,
|
288 |
"total_flos": 6.954705718242509e+17,
|
289 |
+
"train_loss": 0.23402113264257257,
|
290 |
+
"train_runtime": 1621.2514,
|
291 |
+
"train_samples_per_second": 17.258,
|
292 |
+
"train_steps_per_second": 0.136
|
293 |
}
|
294 |
],
|
295 |
"logging_steps": 10,
|