End of training
Browse files
all_results.json
CHANGED
@@ -1,13 +1,13 @@
|
|
1 |
{
|
2 |
"epoch": 9.86,
|
3 |
-
"eval_accuracy": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime":
|
6 |
-
"eval_samples_per_second":
|
7 |
-
"eval_steps_per_second": 0.
|
8 |
"total_flos": 5.6934233607250944e+17,
|
9 |
-
"train_loss": 0.
|
10 |
-
"train_runtime":
|
11 |
-
"train_samples_per_second":
|
12 |
-
"train_steps_per_second": 0.
|
13 |
}
|
|
|
1 |
{
|
2 |
"epoch": 9.86,
|
3 |
+
"eval_accuracy": 0.7674418604651163,
|
4 |
+
"eval_loss": 0.6502680778503418,
|
5 |
+
"eval_runtime": 12.8382,
|
6 |
+
"eval_samples_per_second": 20.096,
|
7 |
+
"eval_steps_per_second": 0.701,
|
8 |
"total_flos": 5.6934233607250944e+17,
|
9 |
+
"train_loss": 0.6023511330286662,
|
10 |
+
"train_runtime": 2129.9238,
|
11 |
+
"train_samples_per_second": 10.897,
|
12 |
+
"train_steps_per_second": 0.085
|
13 |
}
|
eval_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
-
"epoch": 9.
|
3 |
-
"eval_accuracy": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime":
|
6 |
-
"eval_samples_per_second":
|
7 |
-
"eval_steps_per_second": 0.
|
8 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 9.86,
|
3 |
+
"eval_accuracy": 0.7674418604651163,
|
4 |
+
"eval_loss": 0.6502680778503418,
|
5 |
+
"eval_runtime": 12.8382,
|
6 |
+
"eval_samples_per_second": 20.096,
|
7 |
+
"eval_steps_per_second": 0.701
|
8 |
}
|
runs/Dec03_17-11-15_3d49df9d5602/events.out.tfevents.1701625703.3d49df9d5602.1983.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a4d0311747b22548f58db8965827d7abd6c0f6411b6642e87add44c09bd1445a
|
3 |
+
size 411
|
train_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
"epoch": 9.86,
|
3 |
"total_flos": 5.6934233607250944e+17,
|
4 |
-
"train_loss": 0.
|
5 |
-
"train_runtime":
|
6 |
-
"train_samples_per_second":
|
7 |
-
"train_steps_per_second": 0.
|
8 |
}
|
|
|
1 |
{
|
2 |
"epoch": 9.86,
|
3 |
"total_flos": 5.6934233607250944e+17,
|
4 |
+
"train_loss": 0.6023511330286662,
|
5 |
+
"train_runtime": 2129.9238,
|
6 |
+
"train_samples_per_second": 10.897,
|
7 |
+
"train_steps_per_second": 0.085
|
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": 9.863013698630137,
|
5 |
"eval_steps": 500,
|
6 |
"global_step": 180,
|
@@ -11,209 +11,209 @@
|
|
11 |
{
|
12 |
"epoch": 0.55,
|
13 |
"learning_rate": 2.777777777777778e-05,
|
14 |
-
"loss": 1.
|
15 |
"step": 10
|
16 |
},
|
17 |
{
|
18 |
"epoch": 0.99,
|
19 |
-
"eval_accuracy": 0.
|
20 |
-
"eval_loss": 0.
|
21 |
-
"eval_runtime":
|
22 |
-
"eval_samples_per_second":
|
23 |
-
"eval_steps_per_second": 0.
|
24 |
"step": 18
|
25 |
},
|
26 |
{
|
27 |
"epoch": 1.1,
|
28 |
"learning_rate": 4.938271604938271e-05,
|
29 |
-
"loss": 0.
|
30 |
"step": 20
|
31 |
},
|
32 |
{
|
33 |
"epoch": 1.64,
|
34 |
"learning_rate": 4.62962962962963e-05,
|
35 |
-
"loss": 0.
|
36 |
"step": 30
|
37 |
},
|
38 |
{
|
39 |
"epoch": 1.97,
|
40 |
-
"eval_accuracy": 0.
|
41 |
-
"eval_loss": 0.
|
42 |
-
"eval_runtime":
|
43 |
-
"eval_samples_per_second":
|
44 |
-
"eval_steps_per_second": 0.
|
45 |
"step": 36
|
46 |
},
|
47 |
{
|
48 |
"epoch": 2.19,
|
49 |
"learning_rate": 4.3209876543209875e-05,
|
50 |
-
"loss": 0.
|
51 |
"step": 40
|
52 |
},
|
53 |
{
|
54 |
"epoch": 2.74,
|
55 |
"learning_rate": 4.012345679012346e-05,
|
56 |
-
"loss": 0.
|
57 |
"step": 50
|
58 |
},
|
59 |
{
|
60 |
"epoch": 2.96,
|
61 |
"eval_accuracy": 0.6976744186046512,
|
62 |
-
"eval_loss": 0.
|
63 |
-
"eval_runtime": 12.
|
64 |
-
"eval_samples_per_second": 20.
|
65 |
-
"eval_steps_per_second": 0.
|
66 |
"step": 54
|
67 |
},
|
68 |
{
|
69 |
"epoch": 3.29,
|
70 |
"learning_rate": 3.7037037037037037e-05,
|
71 |
-
"loss": 0.
|
72 |
"step": 60
|
73 |
},
|
74 |
{
|
75 |
"epoch": 3.84,
|
76 |
"learning_rate": 3.395061728395062e-05,
|
77 |
-
"loss": 0.
|
78 |
"step": 70
|
79 |
},
|
80 |
{
|
81 |
"epoch": 4.0,
|
82 |
-
"eval_accuracy": 0.
|
83 |
-
"eval_loss": 0.
|
84 |
-
"eval_runtime":
|
85 |
-
"eval_samples_per_second":
|
86 |
-
"eval_steps_per_second": 0.
|
87 |
"step": 73
|
88 |
},
|
89 |
{
|
90 |
"epoch": 4.38,
|
91 |
"learning_rate": 3.08641975308642e-05,
|
92 |
-
"loss": 0.
|
93 |
"step": 80
|
94 |
},
|
95 |
{
|
96 |
"epoch": 4.93,
|
97 |
"learning_rate": 2.777777777777778e-05,
|
98 |
-
"loss": 0.
|
99 |
"step": 90
|
100 |
},
|
101 |
{
|
102 |
"epoch": 4.99,
|
103 |
-
"eval_accuracy": 0.
|
104 |
-
"eval_loss": 0.
|
105 |
-
"eval_runtime":
|
106 |
-
"eval_samples_per_second":
|
107 |
-
"eval_steps_per_second": 0.
|
108 |
"step": 91
|
109 |
},
|
110 |
{
|
111 |
"epoch": 5.48,
|
112 |
"learning_rate": 2.4691358024691357e-05,
|
113 |
-
"loss": 0.
|
114 |
"step": 100
|
115 |
},
|
116 |
{
|
117 |
"epoch": 5.97,
|
118 |
-
"eval_accuracy": 0.
|
119 |
-
"eval_loss": 0.
|
120 |
-
"eval_runtime":
|
121 |
-
"eval_samples_per_second":
|
122 |
-
"eval_steps_per_second": 0.
|
123 |
"step": 109
|
124 |
},
|
125 |
{
|
126 |
"epoch": 6.03,
|
127 |
"learning_rate": 2.1604938271604937e-05,
|
128 |
-
"loss": 0.
|
129 |
"step": 110
|
130 |
},
|
131 |
{
|
132 |
"epoch": 6.58,
|
133 |
"learning_rate": 1.8518518518518518e-05,
|
134 |
-
"loss": 0.
|
135 |
"step": 120
|
136 |
},
|
137 |
{
|
138 |
"epoch": 6.96,
|
139 |
"eval_accuracy": 0.7325581395348837,
|
140 |
-
"eval_loss": 0.
|
141 |
-
"eval_runtime":
|
142 |
-
"eval_samples_per_second":
|
143 |
-
"eval_steps_per_second": 0.
|
144 |
"step": 127
|
145 |
},
|
146 |
{
|
147 |
"epoch": 7.12,
|
148 |
"learning_rate": 1.54320987654321e-05,
|
149 |
-
"loss": 0.
|
150 |
"step": 130
|
151 |
},
|
152 |
{
|
153 |
"epoch": 7.67,
|
154 |
"learning_rate": 1.2345679012345678e-05,
|
155 |
-
"loss": 0.
|
156 |
"step": 140
|
157 |
},
|
158 |
{
|
159 |
"epoch": 8.0,
|
160 |
-
"eval_accuracy": 0.
|
161 |
-
"eval_loss": 0.
|
162 |
-
"eval_runtime":
|
163 |
-
"eval_samples_per_second":
|
164 |
-
"eval_steps_per_second": 0.
|
165 |
"step": 146
|
166 |
},
|
167 |
{
|
168 |
"epoch": 8.22,
|
169 |
"learning_rate": 9.259259259259259e-06,
|
170 |
-
"loss": 0.
|
171 |
"step": 150
|
172 |
},
|
173 |
{
|
174 |
"epoch": 8.77,
|
175 |
"learning_rate": 6.172839506172839e-06,
|
176 |
-
"loss": 0.
|
177 |
"step": 160
|
178 |
},
|
179 |
{
|
180 |
"epoch": 8.99,
|
181 |
-
"eval_accuracy": 0.
|
182 |
-
"eval_loss": 0.
|
183 |
-
"eval_runtime":
|
184 |
-
"eval_samples_per_second":
|
185 |
-
"eval_steps_per_second": 0.
|
186 |
"step": 164
|
187 |
},
|
188 |
{
|
189 |
"epoch": 9.32,
|
190 |
"learning_rate": 3.0864197530864196e-06,
|
191 |
-
"loss": 0.
|
192 |
"step": 170
|
193 |
},
|
194 |
{
|
195 |
"epoch": 9.86,
|
196 |
"learning_rate": 0.0,
|
197 |
-
"loss": 0.
|
198 |
"step": 180
|
199 |
},
|
200 |
{
|
201 |
"epoch": 9.86,
|
202 |
-
"eval_accuracy": 0.
|
203 |
-
"eval_loss": 0.
|
204 |
-
"eval_runtime":
|
205 |
-
"eval_samples_per_second":
|
206 |
-
"eval_steps_per_second": 0.
|
207 |
"step": 180
|
208 |
},
|
209 |
{
|
210 |
"epoch": 9.86,
|
211 |
"step": 180,
|
212 |
"total_flos": 5.6934233607250944e+17,
|
213 |
-
"train_loss": 0.
|
214 |
-
"train_runtime":
|
215 |
-
"train_samples_per_second":
|
216 |
-
"train_steps_per_second": 0.
|
217 |
}
|
218 |
],
|
219 |
"logging_steps": 10,
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.7674418604651163,
|
3 |
+
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-180",
|
4 |
"epoch": 9.863013698630137,
|
5 |
"eval_steps": 500,
|
6 |
"global_step": 180,
|
|
|
11 |
{
|
12 |
"epoch": 0.55,
|
13 |
"learning_rate": 2.777777777777778e-05,
|
14 |
+
"loss": 1.0764,
|
15 |
"step": 10
|
16 |
},
|
17 |
{
|
18 |
"epoch": 0.99,
|
19 |
+
"eval_accuracy": 0.6317829457364341,
|
20 |
+
"eval_loss": 0.891456127166748,
|
21 |
+
"eval_runtime": 73.1278,
|
22 |
+
"eval_samples_per_second": 3.528,
|
23 |
+
"eval_steps_per_second": 0.123,
|
24 |
"step": 18
|
25 |
},
|
26 |
{
|
27 |
"epoch": 1.1,
|
28 |
"learning_rate": 4.938271604938271e-05,
|
29 |
+
"loss": 0.9645,
|
30 |
"step": 20
|
31 |
},
|
32 |
{
|
33 |
"epoch": 1.64,
|
34 |
"learning_rate": 4.62962962962963e-05,
|
35 |
+
"loss": 0.7888,
|
36 |
"step": 30
|
37 |
},
|
38 |
{
|
39 |
"epoch": 1.97,
|
40 |
+
"eval_accuracy": 0.686046511627907,
|
41 |
+
"eval_loss": 0.7533410787582397,
|
42 |
+
"eval_runtime": 12.2958,
|
43 |
+
"eval_samples_per_second": 20.983,
|
44 |
+
"eval_steps_per_second": 0.732,
|
45 |
"step": 36
|
46 |
},
|
47 |
{
|
48 |
"epoch": 2.19,
|
49 |
"learning_rate": 4.3209876543209875e-05,
|
50 |
+
"loss": 0.7492,
|
51 |
"step": 40
|
52 |
},
|
53 |
{
|
54 |
"epoch": 2.74,
|
55 |
"learning_rate": 4.012345679012346e-05,
|
56 |
+
"loss": 0.707,
|
57 |
"step": 50
|
58 |
},
|
59 |
{
|
60 |
"epoch": 2.96,
|
61 |
"eval_accuracy": 0.6976744186046512,
|
62 |
+
"eval_loss": 0.7525240778923035,
|
63 |
+
"eval_runtime": 12.3067,
|
64 |
+
"eval_samples_per_second": 20.964,
|
65 |
+
"eval_steps_per_second": 0.731,
|
66 |
"step": 54
|
67 |
},
|
68 |
{
|
69 |
"epoch": 3.29,
|
70 |
"learning_rate": 3.7037037037037037e-05,
|
71 |
+
"loss": 0.6715,
|
72 |
"step": 60
|
73 |
},
|
74 |
{
|
75 |
"epoch": 3.84,
|
76 |
"learning_rate": 3.395061728395062e-05,
|
77 |
+
"loss": 0.6115,
|
78 |
"step": 70
|
79 |
},
|
80 |
{
|
81 |
"epoch": 4.0,
|
82 |
+
"eval_accuracy": 0.7403100775193798,
|
83 |
+
"eval_loss": 0.6723259091377258,
|
84 |
+
"eval_runtime": 12.2928,
|
85 |
+
"eval_samples_per_second": 20.988,
|
86 |
+
"eval_steps_per_second": 0.732,
|
87 |
"step": 73
|
88 |
},
|
89 |
{
|
90 |
"epoch": 4.38,
|
91 |
"learning_rate": 3.08641975308642e-05,
|
92 |
+
"loss": 0.6031,
|
93 |
"step": 80
|
94 |
},
|
95 |
{
|
96 |
"epoch": 4.93,
|
97 |
"learning_rate": 2.777777777777778e-05,
|
98 |
+
"loss": 0.5552,
|
99 |
"step": 90
|
100 |
},
|
101 |
{
|
102 |
"epoch": 4.99,
|
103 |
+
"eval_accuracy": 0.7093023255813954,
|
104 |
+
"eval_loss": 0.7092435359954834,
|
105 |
+
"eval_runtime": 10.8863,
|
106 |
+
"eval_samples_per_second": 23.7,
|
107 |
+
"eval_steps_per_second": 0.827,
|
108 |
"step": 91
|
109 |
},
|
110 |
{
|
111 |
"epoch": 5.48,
|
112 |
"learning_rate": 2.4691358024691357e-05,
|
113 |
+
"loss": 0.5057,
|
114 |
"step": 100
|
115 |
},
|
116 |
{
|
117 |
"epoch": 5.97,
|
118 |
+
"eval_accuracy": 0.7325581395348837,
|
119 |
+
"eval_loss": 0.6732841730117798,
|
120 |
+
"eval_runtime": 12.2925,
|
121 |
+
"eval_samples_per_second": 20.988,
|
122 |
+
"eval_steps_per_second": 0.732,
|
123 |
"step": 109
|
124 |
},
|
125 |
{
|
126 |
"epoch": 6.03,
|
127 |
"learning_rate": 2.1604938271604937e-05,
|
128 |
+
"loss": 0.529,
|
129 |
"step": 110
|
130 |
},
|
131 |
{
|
132 |
"epoch": 6.58,
|
133 |
"learning_rate": 1.8518518518518518e-05,
|
134 |
+
"loss": 0.4761,
|
135 |
"step": 120
|
136 |
},
|
137 |
{
|
138 |
"epoch": 6.96,
|
139 |
"eval_accuracy": 0.7325581395348837,
|
140 |
+
"eval_loss": 0.6892959475517273,
|
141 |
+
"eval_runtime": 12.3515,
|
142 |
+
"eval_samples_per_second": 20.888,
|
143 |
+
"eval_steps_per_second": 0.729,
|
144 |
"step": 127
|
145 |
},
|
146 |
{
|
147 |
"epoch": 7.12,
|
148 |
"learning_rate": 1.54320987654321e-05,
|
149 |
+
"loss": 0.4633,
|
150 |
"step": 130
|
151 |
},
|
152 |
{
|
153 |
"epoch": 7.67,
|
154 |
"learning_rate": 1.2345679012345678e-05,
|
155 |
+
"loss": 0.4393,
|
156 |
"step": 140
|
157 |
},
|
158 |
{
|
159 |
"epoch": 8.0,
|
160 |
+
"eval_accuracy": 0.7286821705426356,
|
161 |
+
"eval_loss": 0.6932806968688965,
|
162 |
+
"eval_runtime": 11.5832,
|
163 |
+
"eval_samples_per_second": 22.274,
|
164 |
+
"eval_steps_per_second": 0.777,
|
165 |
"step": 146
|
166 |
},
|
167 |
{
|
168 |
"epoch": 8.22,
|
169 |
"learning_rate": 9.259259259259259e-06,
|
170 |
+
"loss": 0.4406,
|
171 |
"step": 150
|
172 |
},
|
173 |
{
|
174 |
"epoch": 8.77,
|
175 |
"learning_rate": 6.172839506172839e-06,
|
176 |
+
"loss": 0.4284,
|
177 |
"step": 160
|
178 |
},
|
179 |
{
|
180 |
"epoch": 8.99,
|
181 |
+
"eval_accuracy": 0.751937984496124,
|
182 |
+
"eval_loss": 0.6347638368606567,
|
183 |
+
"eval_runtime": 12.372,
|
184 |
+
"eval_samples_per_second": 20.854,
|
185 |
+
"eval_steps_per_second": 0.727,
|
186 |
"step": 164
|
187 |
},
|
188 |
{
|
189 |
"epoch": 9.32,
|
190 |
"learning_rate": 3.0864197530864196e-06,
|
191 |
+
"loss": 0.4244,
|
192 |
"step": 170
|
193 |
},
|
194 |
{
|
195 |
"epoch": 9.86,
|
196 |
"learning_rate": 0.0,
|
197 |
+
"loss": 0.4084,
|
198 |
"step": 180
|
199 |
},
|
200 |
{
|
201 |
"epoch": 9.86,
|
202 |
+
"eval_accuracy": 0.7674418604651163,
|
203 |
+
"eval_loss": 0.6502680778503418,
|
204 |
+
"eval_runtime": 11.6428,
|
205 |
+
"eval_samples_per_second": 22.16,
|
206 |
+
"eval_steps_per_second": 0.773,
|
207 |
"step": 180
|
208 |
},
|
209 |
{
|
210 |
"epoch": 9.86,
|
211 |
"step": 180,
|
212 |
"total_flos": 5.6934233607250944e+17,
|
213 |
+
"train_loss": 0.6023511330286662,
|
214 |
+
"train_runtime": 2129.9238,
|
215 |
+
"train_samples_per_second": 10.897,
|
216 |
+
"train_steps_per_second": 0.085
|
217 |
}
|
218 |
],
|
219 |
"logging_steps": 10,
|