jerlawson13
commited on
Training in progress, step 100
Browse files- all_results.json +4 -4
- model.safetensors +1 -1
- runs/Jul19_17-09-56_REDLGLAUCORE01/events.out.tfevents.1721437114.REDLGLAUCORE01.547362.5 +3 -0
- runs/Jul22_11-42-32_REDLGLAUCORE01/events.out.tfevents.1721673753.REDLGLAUCORE01.547362.7 +3 -0
- train_results.json +4 -4
- trainer_state.json +75 -75
- training_args.bin +1 -1
all_results.json
CHANGED
@@ -5,8 +5,8 @@
|
|
5 |
"eval_samples_per_second": 9.337,
|
6 |
"eval_steps_per_second": 0.294,
|
7 |
"total_flos": 7.020774259082035e+17,
|
8 |
-
"train_loss": 0.
|
9 |
-
"train_runtime":
|
10 |
-
"train_samples_per_second": 3.
|
11 |
-
"train_steps_per_second": 0.
|
12 |
}
|
|
|
5 |
"eval_samples_per_second": 9.337,
|
6 |
"eval_steps_per_second": 0.294,
|
7 |
"total_flos": 7.020774259082035e+17,
|
8 |
+
"train_loss": 0.15240513682365417,
|
9 |
+
"train_runtime": 2873.599,
|
10 |
+
"train_samples_per_second": 3.174,
|
11 |
+
"train_steps_per_second": 0.099
|
12 |
}
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 343223968
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e7cd21e8f66c6da0608c560f41a9217c0a8aa3d8513682e974789810e2cc35ff
|
3 |
size 343223968
|
runs/Jul19_17-09-56_REDLGLAUCORE01/events.out.tfevents.1721437114.REDLGLAUCORE01.547362.5
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:33f1e8a3efef522460f65cc2a5e5b751ef2b3934b2dd0864a97cf1e7116bf0f3
|
3 |
+
size 1380
|
runs/Jul22_11-42-32_REDLGLAUCORE01/events.out.tfevents.1721673753.REDLGLAUCORE01.547362.7
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c870b0d826a54545a68eb61a925d58dd67c2ef5303dc4eb3a87cda1c8a0bf0fd
|
3 |
+
size 7437
|
train_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
"total_flos": 7.020774259082035e+17,
|
4 |
-
"train_loss": 0.
|
5 |
-
"train_runtime":
|
6 |
-
"train_samples_per_second": 3.
|
7 |
-
"train_steps_per_second": 0.
|
8 |
}
|
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
"total_flos": 7.020774259082035e+17,
|
4 |
+
"train_loss": 0.15240513682365417,
|
5 |
+
"train_runtime": 2873.599,
|
6 |
+
"train_samples_per_second": 3.174,
|
7 |
+
"train_steps_per_second": 0.099
|
8 |
}
|
trainer_state.json
CHANGED
@@ -1,5 +1,5 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
"best_model_checkpoint": "/home/projects/Project - Fundus Photo Glaucoma Detection (AI)//model_results/vit-base-gpu/checkpoint-200",
|
4 |
"epoch": 5.0,
|
5 |
"eval_steps": 100,
|
@@ -10,246 +10,246 @@
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 0.17543859649122806,
|
13 |
-
"grad_norm": 1.
|
14 |
"learning_rate": 9.649122807017545e-06,
|
15 |
-
"loss": 0.
|
16 |
"step": 10
|
17 |
},
|
18 |
{
|
19 |
"epoch": 0.3508771929824561,
|
20 |
-
"grad_norm":
|
21 |
"learning_rate": 9.298245614035088e-06,
|
22 |
-
"loss": 0.
|
23 |
"step": 20
|
24 |
},
|
25 |
{
|
26 |
"epoch": 0.5263157894736842,
|
27 |
-
"grad_norm": 1.
|
28 |
"learning_rate": 8.947368421052632e-06,
|
29 |
-
"loss": 0.
|
30 |
"step": 30
|
31 |
},
|
32 |
{
|
33 |
"epoch": 0.7017543859649122,
|
34 |
-
"grad_norm": 1.
|
35 |
"learning_rate": 8.596491228070176e-06,
|
36 |
-
"loss": 0.
|
37 |
"step": 40
|
38 |
},
|
39 |
{
|
40 |
"epoch": 0.8771929824561403,
|
41 |
-
"grad_norm": 1.
|
42 |
"learning_rate": 8.24561403508772e-06,
|
43 |
-
"loss": 0.
|
44 |
"step": 50
|
45 |
},
|
46 |
{
|
47 |
"epoch": 1.0526315789473684,
|
48 |
-
"grad_norm": 0.
|
49 |
"learning_rate": 7.894736842105265e-06,
|
50 |
-
"loss": 0.
|
51 |
"step": 60
|
52 |
},
|
53 |
{
|
54 |
"epoch": 1.2280701754385965,
|
55 |
-
"grad_norm": 0.
|
56 |
"learning_rate": 7.5438596491228074e-06,
|
57 |
-
"loss": 0.
|
58 |
"step": 70
|
59 |
},
|
60 |
{
|
61 |
"epoch": 1.4035087719298245,
|
62 |
-
"grad_norm": 0.
|
63 |
"learning_rate": 7.192982456140352e-06,
|
64 |
-
"loss": 0.
|
65 |
"step": 80
|
66 |
},
|
67 |
{
|
68 |
"epoch": 1.5789473684210527,
|
69 |
-
"grad_norm":
|
70 |
"learning_rate": 6.842105263157896e-06,
|
71 |
-
"loss": 0.
|
72 |
"step": 90
|
73 |
},
|
74 |
{
|
75 |
"epoch": 1.7543859649122808,
|
76 |
-
"grad_norm":
|
77 |
"learning_rate": 6.491228070175439e-06,
|
78 |
-
"loss": 0.
|
79 |
"step": 100
|
80 |
},
|
81 |
{
|
82 |
"epoch": 1.7543859649122808,
|
83 |
-
"eval_accuracy": 0.
|
84 |
"eval_confusion_matrix": [
|
85 |
[
|
86 |
-
|
87 |
-
|
88 |
],
|
89 |
[
|
90 |
0,
|
91 |
161
|
92 |
]
|
93 |
],
|
94 |
-
"eval_loss": 0.
|
95 |
-
"eval_runtime": 24.
|
96 |
-
"eval_samples_per_second": 9.
|
97 |
-
"eval_steps_per_second": 0.
|
98 |
"step": 100
|
99 |
},
|
100 |
{
|
101 |
"epoch": 1.9298245614035088,
|
102 |
-
"grad_norm":
|
103 |
"learning_rate": 6.140350877192983e-06,
|
104 |
-
"loss": 0.
|
105 |
"step": 110
|
106 |
},
|
107 |
{
|
108 |
"epoch": 2.1052631578947367,
|
109 |
-
"grad_norm":
|
110 |
"learning_rate": 5.789473684210527e-06,
|
111 |
-
"loss": 0.
|
112 |
"step": 120
|
113 |
},
|
114 |
{
|
115 |
"epoch": 2.280701754385965,
|
116 |
-
"grad_norm": 0.
|
117 |
"learning_rate": 5.438596491228071e-06,
|
118 |
-
"loss": 0.
|
119 |
"step": 130
|
120 |
},
|
121 |
{
|
122 |
"epoch": 2.456140350877193,
|
123 |
-
"grad_norm": 0.
|
124 |
"learning_rate": 5.087719298245615e-06,
|
125 |
-
"loss": 0.
|
126 |
"step": 140
|
127 |
},
|
128 |
{
|
129 |
"epoch": 2.6315789473684212,
|
130 |
-
"grad_norm": 0.
|
131 |
"learning_rate": 4.736842105263158e-06,
|
132 |
-
"loss": 0.
|
133 |
"step": 150
|
134 |
},
|
135 |
{
|
136 |
"epoch": 2.807017543859649,
|
137 |
-
"grad_norm": 0.
|
138 |
"learning_rate": 4.385964912280702e-06,
|
139 |
-
"loss": 0.
|
140 |
"step": 160
|
141 |
},
|
142 |
{
|
143 |
"epoch": 2.982456140350877,
|
144 |
-
"grad_norm":
|
145 |
"learning_rate": 4.035087719298246e-06,
|
146 |
-
"loss": 0.
|
147 |
"step": 170
|
148 |
},
|
149 |
{
|
150 |
"epoch": 3.1578947368421053,
|
151 |
-
"grad_norm": 0.
|
152 |
"learning_rate": 3.6842105263157896e-06,
|
153 |
-
"loss": 0.
|
154 |
"step": 180
|
155 |
},
|
156 |
{
|
157 |
"epoch": 3.3333333333333335,
|
158 |
-
"grad_norm": 0.
|
159 |
"learning_rate": 3.3333333333333333e-06,
|
160 |
-
"loss": 0.
|
161 |
"step": 190
|
162 |
},
|
163 |
{
|
164 |
"epoch": 3.5087719298245617,
|
165 |
-
"grad_norm":
|
166 |
"learning_rate": 2.9824561403508774e-06,
|
167 |
-
"loss": 0.
|
168 |
"step": 200
|
169 |
},
|
170 |
{
|
171 |
"epoch": 3.5087719298245617,
|
172 |
-
"eval_accuracy": 0.
|
173 |
"eval_confusion_matrix": [
|
174 |
[
|
175 |
60,
|
176 |
6
|
177 |
],
|
178 |
[
|
179 |
-
|
180 |
-
|
181 |
]
|
182 |
],
|
183 |
-
"eval_loss": 0.
|
184 |
-
"eval_runtime": 24.
|
185 |
-
"eval_samples_per_second": 9.
|
186 |
-
"eval_steps_per_second": 0.
|
187 |
"step": 200
|
188 |
},
|
189 |
{
|
190 |
"epoch": 3.6842105263157894,
|
191 |
-
"grad_norm": 0.
|
192 |
"learning_rate": 2.631578947368421e-06,
|
193 |
-
"loss": 0.
|
194 |
"step": 210
|
195 |
},
|
196 |
{
|
197 |
"epoch": 3.8596491228070176,
|
198 |
-
"grad_norm": 0.
|
199 |
"learning_rate": 2.280701754385965e-06,
|
200 |
-
"loss": 0.
|
201 |
"step": 220
|
202 |
},
|
203 |
{
|
204 |
"epoch": 4.035087719298246,
|
205 |
-
"grad_norm": 0.
|
206 |
"learning_rate": 1.929824561403509e-06,
|
207 |
-
"loss": 0.
|
208 |
"step": 230
|
209 |
},
|
210 |
{
|
211 |
"epoch": 4.2105263157894735,
|
212 |
-
"grad_norm": 0.
|
213 |
"learning_rate": 1.5789473684210526e-06,
|
214 |
-
"loss": 0.
|
215 |
"step": 240
|
216 |
},
|
217 |
{
|
218 |
"epoch": 4.385964912280702,
|
219 |
-
"grad_norm": 0.
|
220 |
"learning_rate": 1.2280701754385965e-06,
|
221 |
-
"loss": 0.
|
222 |
"step": 250
|
223 |
},
|
224 |
{
|
225 |
"epoch": 4.56140350877193,
|
226 |
-
"grad_norm": 0.
|
227 |
"learning_rate": 8.771929824561404e-07,
|
228 |
-
"loss": 0.
|
229 |
"step": 260
|
230 |
},
|
231 |
{
|
232 |
"epoch": 4.7368421052631575,
|
233 |
-
"grad_norm": 0.
|
234 |
"learning_rate": 5.263157894736843e-07,
|
235 |
-
"loss": 0.
|
236 |
"step": 270
|
237 |
},
|
238 |
{
|
239 |
"epoch": 4.912280701754386,
|
240 |
-
"grad_norm": 0.
|
241 |
"learning_rate": 1.7543859649122808e-07,
|
242 |
-
"loss": 0.
|
243 |
"step": 280
|
244 |
},
|
245 |
{
|
246 |
"epoch": 5.0,
|
247 |
"step": 285,
|
248 |
"total_flos": 7.020774259082035e+17,
|
249 |
-
"train_loss": 0.
|
250 |
-
"train_runtime":
|
251 |
-
"train_samples_per_second": 3.
|
252 |
-
"train_steps_per_second": 0.
|
253 |
}
|
254 |
],
|
255 |
"logging_steps": 10,
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.11360067874193192,
|
3 |
"best_model_checkpoint": "/home/projects/Project - Fundus Photo Glaucoma Detection (AI)//model_results/vit-base-gpu/checkpoint-200",
|
4 |
"epoch": 5.0,
|
5 |
"eval_steps": 100,
|
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 0.17543859649122806,
|
13 |
+
"grad_norm": 1.413887858390808,
|
14 |
"learning_rate": 9.649122807017545e-06,
|
15 |
+
"loss": 0.5957,
|
16 |
"step": 10
|
17 |
},
|
18 |
{
|
19 |
"epoch": 0.3508771929824561,
|
20 |
+
"grad_norm": 1.629610300064087,
|
21 |
"learning_rate": 9.298245614035088e-06,
|
22 |
+
"loss": 0.4704,
|
23 |
"step": 20
|
24 |
},
|
25 |
{
|
26 |
"epoch": 0.5263157894736842,
|
27 |
+
"grad_norm": 1.1828052997589111,
|
28 |
"learning_rate": 8.947368421052632e-06,
|
29 |
+
"loss": 0.3788,
|
30 |
"step": 30
|
31 |
},
|
32 |
{
|
33 |
"epoch": 0.7017543859649122,
|
34 |
+
"grad_norm": 1.2675493955612183,
|
35 |
"learning_rate": 8.596491228070176e-06,
|
36 |
+
"loss": 0.2969,
|
37 |
"step": 40
|
38 |
},
|
39 |
{
|
40 |
"epoch": 0.8771929824561403,
|
41 |
+
"grad_norm": 1.6942648887634277,
|
42 |
"learning_rate": 8.24561403508772e-06,
|
43 |
+
"loss": 0.2623,
|
44 |
"step": 50
|
45 |
},
|
46 |
{
|
47 |
"epoch": 1.0526315789473684,
|
48 |
+
"grad_norm": 0.7355015277862549,
|
49 |
"learning_rate": 7.894736842105265e-06,
|
50 |
+
"loss": 0.1859,
|
51 |
"step": 60
|
52 |
},
|
53 |
{
|
54 |
"epoch": 1.2280701754385965,
|
55 |
+
"grad_norm": 0.6509683132171631,
|
56 |
"learning_rate": 7.5438596491228074e-06,
|
57 |
+
"loss": 0.1712,
|
58 |
"step": 70
|
59 |
},
|
60 |
{
|
61 |
"epoch": 1.4035087719298245,
|
62 |
+
"grad_norm": 0.6213608384132385,
|
63 |
"learning_rate": 7.192982456140352e-06,
|
64 |
+
"loss": 0.1466,
|
65 |
"step": 80
|
66 |
},
|
67 |
{
|
68 |
"epoch": 1.5789473684210527,
|
69 |
+
"grad_norm": 0.5607940554618835,
|
70 |
"learning_rate": 6.842105263157896e-06,
|
71 |
+
"loss": 0.1181,
|
72 |
"step": 90
|
73 |
},
|
74 |
{
|
75 |
"epoch": 1.7543859649122808,
|
76 |
+
"grad_norm": 2.426992416381836,
|
77 |
"learning_rate": 6.491228070175439e-06,
|
78 |
+
"loss": 0.1254,
|
79 |
"step": 100
|
80 |
},
|
81 |
{
|
82 |
"epoch": 1.7543859649122808,
|
83 |
+
"eval_accuracy": 0.9691629955947136,
|
84 |
"eval_confusion_matrix": [
|
85 |
[
|
86 |
+
59,
|
87 |
+
7
|
88 |
],
|
89 |
[
|
90 |
0,
|
91 |
161
|
92 |
]
|
93 |
],
|
94 |
+
"eval_loss": 0.15184630453586578,
|
95 |
+
"eval_runtime": 24.5664,
|
96 |
+
"eval_samples_per_second": 9.24,
|
97 |
+
"eval_steps_per_second": 0.326,
|
98 |
"step": 100
|
99 |
},
|
100 |
{
|
101 |
"epoch": 1.9298245614035088,
|
102 |
+
"grad_norm": 2.1420822143554688,
|
103 |
"learning_rate": 6.140350877192983e-06,
|
104 |
+
"loss": 0.1274,
|
105 |
"step": 110
|
106 |
},
|
107 |
{
|
108 |
"epoch": 2.1052631578947367,
|
109 |
+
"grad_norm": 0.4402596950531006,
|
110 |
"learning_rate": 5.789473684210527e-06,
|
111 |
+
"loss": 0.0958,
|
112 |
"step": 120
|
113 |
},
|
114 |
{
|
115 |
"epoch": 2.280701754385965,
|
116 |
+
"grad_norm": 0.3711773157119751,
|
117 |
"learning_rate": 5.438596491228071e-06,
|
118 |
+
"loss": 0.1151,
|
119 |
"step": 130
|
120 |
},
|
121 |
{
|
122 |
"epoch": 2.456140350877193,
|
123 |
+
"grad_norm": 0.4589725732803345,
|
124 |
"learning_rate": 5.087719298245615e-06,
|
125 |
+
"loss": 0.0796,
|
126 |
"step": 140
|
127 |
},
|
128 |
{
|
129 |
"epoch": 2.6315789473684212,
|
130 |
+
"grad_norm": 0.32596296072006226,
|
131 |
"learning_rate": 4.736842105263158e-06,
|
132 |
+
"loss": 0.0935,
|
133 |
"step": 150
|
134 |
},
|
135 |
{
|
136 |
"epoch": 2.807017543859649,
|
137 |
+
"grad_norm": 0.3621123731136322,
|
138 |
"learning_rate": 4.385964912280702e-06,
|
139 |
+
"loss": 0.0838,
|
140 |
"step": 160
|
141 |
},
|
142 |
{
|
143 |
"epoch": 2.982456140350877,
|
144 |
+
"grad_norm": 1.6324498653411865,
|
145 |
"learning_rate": 4.035087719298246e-06,
|
146 |
+
"loss": 0.085,
|
147 |
"step": 170
|
148 |
},
|
149 |
{
|
150 |
"epoch": 3.1578947368421053,
|
151 |
+
"grad_norm": 0.31269893050193787,
|
152 |
"learning_rate": 3.6842105263157896e-06,
|
153 |
+
"loss": 0.0898,
|
154 |
"step": 180
|
155 |
},
|
156 |
{
|
157 |
"epoch": 3.3333333333333335,
|
158 |
+
"grad_norm": 0.279706209897995,
|
159 |
"learning_rate": 3.3333333333333333e-06,
|
160 |
+
"loss": 0.0811,
|
161 |
"step": 190
|
162 |
},
|
163 |
{
|
164 |
"epoch": 3.5087719298245617,
|
165 |
+
"grad_norm": 0.41368523240089417,
|
166 |
"learning_rate": 2.9824561403508774e-06,
|
167 |
+
"loss": 0.0894,
|
168 |
"step": 200
|
169 |
},
|
170 |
{
|
171 |
"epoch": 3.5087719298245617,
|
172 |
+
"eval_accuracy": 0.9691629955947136,
|
173 |
"eval_confusion_matrix": [
|
174 |
[
|
175 |
60,
|
176 |
6
|
177 |
],
|
178 |
[
|
179 |
+
1,
|
180 |
+
160
|
181 |
]
|
182 |
],
|
183 |
+
"eval_loss": 0.11360067874193192,
|
184 |
+
"eval_runtime": 24.4641,
|
185 |
+
"eval_samples_per_second": 9.279,
|
186 |
+
"eval_steps_per_second": 0.327,
|
187 |
"step": 200
|
188 |
},
|
189 |
{
|
190 |
"epoch": 3.6842105263157894,
|
191 |
+
"grad_norm": 0.2807004153728485,
|
192 |
"learning_rate": 2.631578947368421e-06,
|
193 |
+
"loss": 0.1037,
|
194 |
"step": 210
|
195 |
},
|
196 |
{
|
197 |
"epoch": 3.8596491228070176,
|
198 |
+
"grad_norm": 0.51247239112854,
|
199 |
"learning_rate": 2.280701754385965e-06,
|
200 |
+
"loss": 0.0667,
|
201 |
"step": 220
|
202 |
},
|
203 |
{
|
204 |
"epoch": 4.035087719298246,
|
205 |
+
"grad_norm": 0.9778783321380615,
|
206 |
"learning_rate": 1.929824561403509e-06,
|
207 |
+
"loss": 0.1093,
|
208 |
"step": 230
|
209 |
},
|
210 |
{
|
211 |
"epoch": 4.2105263157894735,
|
212 |
+
"grad_norm": 0.43163198232650757,
|
213 |
"learning_rate": 1.5789473684210526e-06,
|
214 |
+
"loss": 0.0753,
|
215 |
"step": 240
|
216 |
},
|
217 |
{
|
218 |
"epoch": 4.385964912280702,
|
219 |
+
"grad_norm": 0.2818666994571686,
|
220 |
"learning_rate": 1.2280701754385965e-06,
|
221 |
+
"loss": 0.0563,
|
222 |
"step": 250
|
223 |
},
|
224 |
{
|
225 |
"epoch": 4.56140350877193,
|
226 |
+
"grad_norm": 0.26998862624168396,
|
227 |
"learning_rate": 8.771929824561404e-07,
|
228 |
+
"loss": 0.0546,
|
229 |
"step": 260
|
230 |
},
|
231 |
{
|
232 |
"epoch": 4.7368421052631575,
|
233 |
+
"grad_norm": 0.26639774441719055,
|
234 |
"learning_rate": 5.263157894736843e-07,
|
235 |
+
"loss": 0.0431,
|
236 |
"step": 270
|
237 |
},
|
238 |
{
|
239 |
"epoch": 4.912280701754386,
|
240 |
+
"grad_norm": 0.36992037296295166,
|
241 |
"learning_rate": 1.7543859649122808e-07,
|
242 |
+
"loss": 0.0964,
|
243 |
"step": 280
|
244 |
},
|
245 |
{
|
246 |
"epoch": 5.0,
|
247 |
"step": 285,
|
248 |
"total_flos": 7.020774259082035e+17,
|
249 |
+
"train_loss": 0.15240513682365417,
|
250 |
+
"train_runtime": 2873.599,
|
251 |
+
"train_samples_per_second": 3.174,
|
252 |
+
"train_steps_per_second": 0.099
|
253 |
}
|
254 |
],
|
255 |
"logging_steps": 10,
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 5240
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9c33af9ddd90354db3d1189fcfac244abcc2bdc08a82d6298a622217e0781cbb
|
3 |
size 5240
|