ahmedALM1221 commited on
Commit
3e8a24b
1 Parent(s): 125964e

End of training

Browse files
all_results.json CHANGED
@@ -1,13 +1,13 @@
1
  {
2
- "epoch": 6.0,
3
  "eval_accuracy": 0.8795454545454545,
4
  "eval_loss": 0.3292839825153351,
5
  "eval_runtime": 11.0507,
6
  "eval_samples_per_second": 79.633,
7
  "eval_steps_per_second": 4.977,
8
- "total_flos": 4.860822854913491e+18,
9
- "train_loss": 0.3027138883417303,
10
- "train_runtime": 956.6189,
11
- "train_samples_per_second": 22.065,
12
- "train_steps_per_second": 0.345
13
  }
 
1
  {
2
+ "epoch": 10.0,
3
  "eval_accuracy": 0.8795454545454545,
4
  "eval_loss": 0.3292839825153351,
5
  "eval_runtime": 11.0507,
6
  "eval_samples_per_second": 79.633,
7
  "eval_steps_per_second": 4.977,
8
+ "total_flos": 8.960328656655483e+18,
9
+ "train_loss": 0.807003553578111,
10
+ "train_runtime": 6787.6894,
11
+ "train_samples_per_second": 5.732,
12
+ "train_steps_per_second": 0.09
13
  }
runs/Jul05_16-55-02_c8d5d7484861/events.out.tfevents.1688583640.c8d5d7484861.2170.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7b8d568d9f820c093e6bbb55d7022f1cd7e089471633a582df87bcb6af8832e3
3
+ size 456
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 6.0,
3
- "total_flos": 4.860822854913491e+18,
4
- "train_loss": 0.3027138883417303,
5
- "train_runtime": 956.6189,
6
- "train_samples_per_second": 22.065,
7
- "train_steps_per_second": 0.345
8
  }
 
1
  {
2
+ "epoch": 10.0,
3
+ "total_flos": 8.960328656655483e+18,
4
+ "train_loss": 0.807003553578111,
5
+ "train_runtime": 6787.6894,
6
+ "train_samples_per_second": 5.732,
7
+ "train_steps_per_second": 0.09
8
  }
trainer_state.json CHANGED
@@ -1,277 +1,481 @@
1
  {
2
- "best_metric": 0.9659090909090909,
3
- "best_model_checkpoint": "swinv2-large-patch4-window12to16-192to256-22kto1k-ft-finetuned-eurosat-50/checkpoint-330",
4
- "epoch": 6.0,
5
- "global_step": 330,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
9
  "log_history": [
10
  {
11
- "epoch": 0.18,
12
- "learning_rate": 6.060606060606061e-07,
13
- "loss": 0.3989,
14
  "step": 10
15
  },
16
  {
17
- "epoch": 0.36,
18
- "learning_rate": 1.2121212121212122e-06,
19
- "loss": 0.4458,
20
  "step": 20
21
  },
22
  {
23
- "epoch": 0.55,
24
- "learning_rate": 1.8181818181818183e-06,
25
- "loss": 0.4395,
26
  "step": 30
27
  },
28
  {
29
- "epoch": 0.73,
30
- "learning_rate": 2.4242424242424244e-06,
31
- "loss": 0.4139,
32
  "step": 40
33
  },
34
  {
35
- "epoch": 0.91,
36
- "learning_rate": 3.0303030303030305e-06,
37
- "loss": 0.4562,
38
  "step": 50
39
  },
40
  {
41
- "epoch": 1.0,
42
- "eval_accuracy": 0.8897727272727273,
43
- "eval_loss": 0.3206745386123657,
44
- "eval_runtime": 10.9207,
45
- "eval_samples_per_second": 80.581,
46
- "eval_steps_per_second": 5.036,
47
- "step": 55
48
  },
49
  {
50
- "epoch": 1.09,
51
- "learning_rate": 3.6363636363636366e-06,
52
- "loss": 0.424,
53
- "step": 60
 
 
 
54
  },
55
  {
56
- "epoch": 1.27,
57
- "learning_rate": 4.242424242424243e-06,
58
- "loss": 0.4218,
59
  "step": 70
60
  },
61
  {
62
- "epoch": 1.45,
63
- "learning_rate": 4.848484848484849e-06,
64
- "loss": 0.3912,
65
  "step": 80
66
  },
67
  {
68
- "epoch": 1.64,
69
- "learning_rate": 5.4545454545454545e-06,
70
- "loss": 0.3665,
71
  "step": 90
72
  },
73
  {
74
- "epoch": 1.82,
75
- "learning_rate": 6.060606060606061e-06,
76
- "loss": 0.3969,
77
  "step": 100
78
  },
79
  {
80
- "epoch": 2.0,
81
- "learning_rate": 6.666666666666667e-06,
82
- "loss": 0.372,
83
  "step": 110
84
  },
85
  {
86
- "epoch": 2.0,
87
- "eval_accuracy": 0.9068181818181819,
88
- "eval_loss": 0.2666811943054199,
89
- "eval_runtime": 10.9113,
90
- "eval_samples_per_second": 80.65,
91
- "eval_steps_per_second": 5.041,
92
- "step": 110
93
  },
94
  {
95
- "epoch": 2.18,
96
- "learning_rate": 7.272727272727273e-06,
97
- "loss": 0.35,
98
- "step": 120
 
 
 
99
  },
100
  {
101
- "epoch": 2.36,
102
- "learning_rate": 7.87878787878788e-06,
103
- "loss": 0.275,
104
  "step": 130
105
  },
106
  {
107
- "epoch": 2.55,
108
- "learning_rate": 8.484848484848486e-06,
109
- "loss": 0.2911,
110
  "step": 140
111
  },
112
  {
113
- "epoch": 2.73,
114
- "learning_rate": 9.090909090909091e-06,
115
- "loss": 0.2794,
116
  "step": 150
117
  },
118
  {
119
- "epoch": 2.91,
120
- "learning_rate": 9.696969696969698e-06,
121
- "loss": 0.2776,
122
  "step": 160
123
  },
124
  {
125
- "epoch": 3.0,
126
- "eval_accuracy": 0.9125,
127
- "eval_loss": 0.2862165570259094,
128
- "eval_runtime": 11.069,
129
- "eval_samples_per_second": 79.501,
130
- "eval_steps_per_second": 4.969,
131
- "step": 165
132
- },
133
- {
134
- "epoch": 3.09,
135
- "learning_rate": 9.696969696969698e-06,
136
- "loss": 0.3096,
137
  "step": 170
138
  },
139
  {
140
- "epoch": 3.27,
141
- "learning_rate": 9.090909090909091e-06,
142
- "loss": 0.2071,
143
  "step": 180
144
  },
145
  {
146
- "epoch": 3.45,
147
- "learning_rate": 8.484848484848486e-06,
148
- "loss": 0.2234,
 
 
 
 
 
 
 
 
 
149
  "step": 190
150
  },
151
  {
152
- "epoch": 3.64,
153
- "learning_rate": 7.87878787878788e-06,
154
- "loss": 0.2446,
155
  "step": 200
156
  },
157
  {
158
- "epoch": 3.82,
159
- "learning_rate": 7.272727272727273e-06,
160
- "loss": 0.1926,
161
  "step": 210
162
  },
163
  {
164
- "epoch": 4.0,
165
- "learning_rate": 6.666666666666667e-06,
166
- "loss": 0.2018,
167
- "step": 220
168
- },
169
- {
170
- "epoch": 4.0,
171
- "eval_accuracy": 0.9397727272727273,
172
- "eval_loss": 0.19657106697559357,
173
- "eval_runtime": 10.9849,
174
- "eval_samples_per_second": 80.11,
175
- "eval_steps_per_second": 5.007,
176
  "step": 220
177
  },
178
  {
179
- "epoch": 4.18,
180
- "learning_rate": 6.060606060606061e-06,
181
- "loss": 0.1894,
182
  "step": 230
183
  },
184
  {
185
- "epoch": 4.36,
186
- "learning_rate": 5.4545454545454545e-06,
187
- "loss": 0.2126,
188
  "step": 240
189
  },
190
  {
191
- "epoch": 4.55,
192
- "learning_rate": 4.848484848484849e-06,
193
- "loss": 0.2101,
 
 
 
 
 
 
 
 
 
194
  "step": 250
195
  },
196
  {
197
- "epoch": 4.73,
198
- "learning_rate": 4.242424242424243e-06,
199
- "loss": 0.2062,
200
  "step": 260
201
  },
202
  {
203
- "epoch": 4.91,
204
- "learning_rate": 3.6363636363636366e-06,
205
- "loss": 0.2751,
206
  "step": 270
207
  },
208
  {
209
- "epoch": 5.0,
210
- "eval_accuracy": 0.9375,
211
- "eval_loss": 0.1937328726053238,
212
- "eval_runtime": 10.9353,
213
- "eval_samples_per_second": 80.474,
214
- "eval_steps_per_second": 5.03,
215
- "step": 275
216
- },
217
- {
218
- "epoch": 5.09,
219
- "learning_rate": 3.0303030303030305e-06,
220
- "loss": 0.219,
221
  "step": 280
222
  },
223
  {
224
- "epoch": 5.27,
225
- "learning_rate": 2.4242424242424244e-06,
226
- "loss": 0.2875,
227
  "step": 290
228
  },
229
  {
230
- "epoch": 5.45,
231
- "learning_rate": 1.8181818181818183e-06,
232
- "loss": 0.2401,
233
  "step": 300
234
  },
235
  {
236
- "epoch": 5.64,
237
- "learning_rate": 1.2121212121212122e-06,
238
- "loss": 0.2208,
 
 
 
 
 
 
 
 
 
239
  "step": 310
240
  },
241
  {
242
- "epoch": 5.82,
243
- "learning_rate": 6.060606060606061e-07,
244
- "loss": 0.2734,
245
  "step": 320
246
  },
247
  {
248
- "epoch": 6.0,
249
- "learning_rate": 0.0,
250
- "loss": 0.2764,
251
  "step": 330
252
  },
253
  {
254
- "epoch": 6.0,
255
- "eval_accuracy": 0.9659090909090909,
256
- "eval_loss": 0.11989254504442215,
257
- "eval_runtime": 11.0047,
258
- "eval_samples_per_second": 79.966,
259
- "eval_steps_per_second": 4.998,
260
- "step": 330
 
 
 
 
 
 
 
 
 
261
  },
262
  {
263
  "epoch": 6.0,
264
- "step": 330,
265
- "total_flos": 4.860822854913491e+18,
266
- "train_loss": 0.3027138883417303,
267
- "train_runtime": 956.6189,
268
- "train_samples_per_second": 22.065,
269
- "train_steps_per_second": 0.345
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
270
  }
271
  ],
272
- "max_steps": 330,
273
- "num_train_epochs": 6,
274
- "total_flos": 4.860822854913491e+18,
275
  "trial_name": null,
276
  "trial_params": null
277
  }
 
1
  {
2
+ "best_metric": 0.9732785200411099,
3
+ "best_model_checkpoint": "swinv2-large-patch4-window12to16-192to256-22kto1k-ft-finetuned-eurosat-50/checkpoint-549",
4
+ "epoch": 10.0,
5
+ "global_step": 610,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
9
  "log_history": [
10
  {
11
+ "epoch": 0.16,
12
+ "learning_rate": 3.278688524590164e-07,
13
+ "loss": 2.1255,
14
  "step": 10
15
  },
16
  {
17
+ "epoch": 0.33,
18
+ "learning_rate": 6.557377049180328e-07,
19
+ "loss": 2.045,
20
  "step": 20
21
  },
22
  {
23
+ "epoch": 0.49,
24
+ "learning_rate": 9.836065573770493e-07,
25
+ "loss": 2.0287,
26
  "step": 30
27
  },
28
  {
29
+ "epoch": 0.66,
30
+ "learning_rate": 1.3114754098360657e-06,
31
+ "loss": 2.0054,
32
  "step": 40
33
  },
34
  {
35
+ "epoch": 0.82,
36
+ "learning_rate": 1.6393442622950819e-06,
37
+ "loss": 1.9418,
38
  "step": 50
39
  },
40
  {
41
+ "epoch": 0.98,
42
+ "learning_rate": 1.9672131147540985e-06,
43
+ "loss": 1.9035,
44
+ "step": 60
 
 
 
45
  },
46
  {
47
+ "epoch": 1.0,
48
+ "eval_accuracy": 0.27132579650565264,
49
+ "eval_loss": 1.8945504426956177,
50
+ "eval_runtime": 12.371,
51
+ "eval_samples_per_second": 78.652,
52
+ "eval_steps_per_second": 4.931,
53
+ "step": 61
54
  },
55
  {
56
+ "epoch": 1.15,
57
+ "learning_rate": 2.295081967213115e-06,
58
+ "loss": 1.8717,
59
  "step": 70
60
  },
61
  {
62
+ "epoch": 1.31,
63
+ "learning_rate": 2.6229508196721314e-06,
64
+ "loss": 1.8202,
65
  "step": 80
66
  },
67
  {
68
+ "epoch": 1.48,
69
+ "learning_rate": 2.9508196721311478e-06,
70
+ "loss": 1.7631,
71
  "step": 90
72
  },
73
  {
74
+ "epoch": 1.64,
75
+ "learning_rate": 3.2786885245901638e-06,
76
+ "loss": 1.7051,
77
  "step": 100
78
  },
79
  {
80
+ "epoch": 1.8,
81
+ "learning_rate": 3.6065573770491806e-06,
82
+ "loss": 1.6242,
83
  "step": 110
84
  },
85
  {
86
+ "epoch": 1.97,
87
+ "learning_rate": 3.934426229508197e-06,
88
+ "loss": 1.4731,
89
+ "step": 120
 
 
 
90
  },
91
  {
92
+ "epoch": 2.0,
93
+ "eval_accuracy": 0.5560123329907503,
94
+ "eval_loss": 1.2931360006332397,
95
+ "eval_runtime": 12.3906,
96
+ "eval_samples_per_second": 78.527,
97
+ "eval_steps_per_second": 4.923,
98
+ "step": 122
99
  },
100
  {
101
+ "epoch": 2.13,
102
+ "learning_rate": 4.2622950819672135e-06,
103
+ "loss": 1.3791,
104
  "step": 130
105
  },
106
  {
107
+ "epoch": 2.3,
108
+ "learning_rate": 4.59016393442623e-06,
109
+ "loss": 1.2578,
110
  "step": 140
111
  },
112
  {
113
+ "epoch": 2.46,
114
+ "learning_rate": 4.918032786885246e-06,
115
+ "loss": 1.1893,
116
  "step": 150
117
  },
118
  {
119
+ "epoch": 2.62,
120
+ "learning_rate": 5.245901639344263e-06,
121
+ "loss": 1.037,
122
  "step": 160
123
  },
124
  {
125
+ "epoch": 2.79,
126
+ "learning_rate": 5.573770491803278e-06,
127
+ "loss": 1.0718,
 
 
 
 
 
 
 
 
 
128
  "step": 170
129
  },
130
  {
131
+ "epoch": 2.95,
132
+ "learning_rate": 5.9016393442622956e-06,
133
+ "loss": 0.9549,
134
  "step": 180
135
  },
136
  {
137
+ "epoch": 3.0,
138
+ "eval_accuracy": 0.6998972250770812,
139
+ "eval_loss": 0.7530122399330139,
140
+ "eval_runtime": 12.2864,
141
+ "eval_samples_per_second": 79.193,
142
+ "eval_steps_per_second": 4.965,
143
+ "step": 183
144
+ },
145
+ {
146
+ "epoch": 3.11,
147
+ "learning_rate": 6.229508196721312e-06,
148
+ "loss": 1.0102,
149
  "step": 190
150
  },
151
  {
152
+ "epoch": 3.28,
153
+ "learning_rate": 6.5573770491803276e-06,
154
+ "loss": 0.8888,
155
  "step": 200
156
  },
157
  {
158
+ "epoch": 3.44,
159
+ "learning_rate": 6.885245901639345e-06,
160
+ "loss": 0.8389,
161
  "step": 210
162
  },
163
  {
164
+ "epoch": 3.61,
165
+ "learning_rate": 7.213114754098361e-06,
166
+ "loss": 0.8072,
 
 
 
 
 
 
 
 
 
167
  "step": 220
168
  },
169
  {
170
+ "epoch": 3.77,
171
+ "learning_rate": 7.540983606557377e-06,
172
+ "loss": 0.748,
173
  "step": 230
174
  },
175
  {
176
+ "epoch": 3.93,
177
+ "learning_rate": 7.868852459016394e-06,
178
+ "loss": 0.7375,
179
  "step": 240
180
  },
181
  {
182
+ "epoch": 4.0,
183
+ "eval_accuracy": 0.8129496402877698,
184
+ "eval_loss": 0.4988514482975006,
185
+ "eval_runtime": 12.1672,
186
+ "eval_samples_per_second": 79.969,
187
+ "eval_steps_per_second": 5.013,
188
+ "step": 244
189
+ },
190
+ {
191
+ "epoch": 4.1,
192
+ "learning_rate": 8.19672131147541e-06,
193
+ "loss": 0.7001,
194
  "step": 250
195
  },
196
  {
197
+ "epoch": 4.26,
198
+ "learning_rate": 8.524590163934427e-06,
199
+ "loss": 0.6759,
200
  "step": 260
201
  },
202
  {
203
+ "epoch": 4.43,
204
+ "learning_rate": 8.852459016393443e-06,
205
+ "loss": 0.6793,
206
  "step": 270
207
  },
208
  {
209
+ "epoch": 4.59,
210
+ "learning_rate": 9.18032786885246e-06,
211
+ "loss": 0.6572,
 
 
 
 
 
 
 
 
 
212
  "step": 280
213
  },
214
  {
215
+ "epoch": 4.75,
216
+ "learning_rate": 9.508196721311476e-06,
217
+ "loss": 0.6086,
218
  "step": 290
219
  },
220
  {
221
+ "epoch": 4.92,
222
+ "learning_rate": 9.836065573770493e-06,
223
+ "loss": 0.615,
224
  "step": 300
225
  },
226
  {
227
+ "epoch": 5.0,
228
+ "eval_accuracy": 0.8746145940390545,
229
+ "eval_loss": 0.3544515371322632,
230
+ "eval_runtime": 12.2633,
231
+ "eval_samples_per_second": 79.343,
232
+ "eval_steps_per_second": 4.974,
233
+ "step": 305
234
+ },
235
+ {
236
+ "epoch": 5.08,
237
+ "learning_rate": 9.836065573770493e-06,
238
+ "loss": 0.5495,
239
  "step": 310
240
  },
241
  {
242
+ "epoch": 5.25,
243
+ "learning_rate": 9.508196721311476e-06,
244
+ "loss": 0.5625,
245
  "step": 320
246
  },
247
  {
248
+ "epoch": 5.41,
249
+ "learning_rate": 9.18032786885246e-06,
250
+ "loss": 0.5274,
251
  "step": 330
252
  },
253
  {
254
+ "epoch": 5.57,
255
+ "learning_rate": 8.852459016393443e-06,
256
+ "loss": 0.4914,
257
+ "step": 340
258
+ },
259
+ {
260
+ "epoch": 5.74,
261
+ "learning_rate": 8.524590163934427e-06,
262
+ "loss": 0.3984,
263
+ "step": 350
264
+ },
265
+ {
266
+ "epoch": 5.9,
267
+ "learning_rate": 8.19672131147541e-06,
268
+ "loss": 0.4751,
269
+ "step": 360
270
  },
271
  {
272
  "epoch": 6.0,
273
+ "eval_accuracy": 0.9167523124357657,
274
+ "eval_loss": 0.2399262934923172,
275
+ "eval_runtime": 12.1531,
276
+ "eval_samples_per_second": 80.062,
277
+ "eval_steps_per_second": 5.019,
278
+ "step": 366
279
+ },
280
+ {
281
+ "epoch": 6.07,
282
+ "learning_rate": 7.868852459016394e-06,
283
+ "loss": 0.4427,
284
+ "step": 370
285
+ },
286
+ {
287
+ "epoch": 6.23,
288
+ "learning_rate": 7.540983606557377e-06,
289
+ "loss": 0.3884,
290
+ "step": 380
291
+ },
292
+ {
293
+ "epoch": 6.39,
294
+ "learning_rate": 7.213114754098361e-06,
295
+ "loss": 0.3789,
296
+ "step": 390
297
+ },
298
+ {
299
+ "epoch": 6.56,
300
+ "learning_rate": 6.885245901639345e-06,
301
+ "loss": 0.4063,
302
+ "step": 400
303
+ },
304
+ {
305
+ "epoch": 6.72,
306
+ "learning_rate": 6.5573770491803276e-06,
307
+ "loss": 0.3784,
308
+ "step": 410
309
+ },
310
+ {
311
+ "epoch": 6.89,
312
+ "learning_rate": 6.229508196721312e-06,
313
+ "loss": 0.3778,
314
+ "step": 420
315
+ },
316
+ {
317
+ "epoch": 7.0,
318
+ "eval_accuracy": 0.9558067831449126,
319
+ "eval_loss": 0.16275165975093842,
320
+ "eval_runtime": 12.3058,
321
+ "eval_samples_per_second": 79.068,
322
+ "eval_steps_per_second": 4.957,
323
+ "step": 427
324
+ },
325
+ {
326
+ "epoch": 7.05,
327
+ "learning_rate": 5.9016393442622956e-06,
328
+ "loss": 0.3681,
329
+ "step": 430
330
+ },
331
+ {
332
+ "epoch": 7.21,
333
+ "learning_rate": 5.573770491803278e-06,
334
+ "loss": 0.3397,
335
+ "step": 440
336
+ },
337
+ {
338
+ "epoch": 7.38,
339
+ "learning_rate": 5.245901639344263e-06,
340
+ "loss": 0.3429,
341
+ "step": 450
342
+ },
343
+ {
344
+ "epoch": 7.54,
345
+ "learning_rate": 4.918032786885246e-06,
346
+ "loss": 0.3384,
347
+ "step": 460
348
+ },
349
+ {
350
+ "epoch": 7.7,
351
+ "learning_rate": 4.59016393442623e-06,
352
+ "loss": 0.3018,
353
+ "step": 470
354
+ },
355
+ {
356
+ "epoch": 7.87,
357
+ "learning_rate": 4.2622950819672135e-06,
358
+ "loss": 0.3054,
359
+ "step": 480
360
+ },
361
+ {
362
+ "epoch": 8.0,
363
+ "eval_accuracy": 0.9619732785200411,
364
+ "eval_loss": 0.12017930299043655,
365
+ "eval_runtime": 12.2634,
366
+ "eval_samples_per_second": 79.342,
367
+ "eval_steps_per_second": 4.974,
368
+ "step": 488
369
+ },
370
+ {
371
+ "epoch": 8.03,
372
+ "learning_rate": 3.934426229508197e-06,
373
+ "loss": 0.3419,
374
+ "step": 490
375
+ },
376
+ {
377
+ "epoch": 8.2,
378
+ "learning_rate": 3.6065573770491806e-06,
379
+ "loss": 0.3126,
380
+ "step": 500
381
+ },
382
+ {
383
+ "epoch": 8.36,
384
+ "learning_rate": 3.2786885245901638e-06,
385
+ "loss": 0.2932,
386
+ "step": 510
387
+ },
388
+ {
389
+ "epoch": 8.52,
390
+ "learning_rate": 2.9508196721311478e-06,
391
+ "loss": 0.2949,
392
+ "step": 520
393
+ },
394
+ {
395
+ "epoch": 8.69,
396
+ "learning_rate": 2.6229508196721314e-06,
397
+ "loss": 0.327,
398
+ "step": 530
399
+ },
400
+ {
401
+ "epoch": 8.85,
402
+ "learning_rate": 2.295081967213115e-06,
403
+ "loss": 0.2787,
404
+ "step": 540
405
+ },
406
+ {
407
+ "epoch": 9.0,
408
+ "eval_accuracy": 0.9732785200411099,
409
+ "eval_loss": 0.0988311693072319,
410
+ "eval_runtime": 12.0955,
411
+ "eval_samples_per_second": 80.443,
412
+ "eval_steps_per_second": 5.043,
413
+ "step": 549
414
+ },
415
+ {
416
+ "epoch": 9.02,
417
+ "learning_rate": 1.9672131147540985e-06,
418
+ "loss": 0.2774,
419
+ "step": 550
420
+ },
421
+ {
422
+ "epoch": 9.18,
423
+ "learning_rate": 1.6393442622950819e-06,
424
+ "loss": 0.2333,
425
+ "step": 560
426
+ },
427
+ {
428
+ "epoch": 9.34,
429
+ "learning_rate": 1.3114754098360657e-06,
430
+ "loss": 0.2573,
431
+ "step": 570
432
+ },
433
+ {
434
+ "epoch": 9.51,
435
+ "learning_rate": 9.836065573770493e-07,
436
+ "loss": 0.2715,
437
+ "step": 580
438
+ },
439
+ {
440
+ "epoch": 9.67,
441
+ "learning_rate": 6.557377049180328e-07,
442
+ "loss": 0.2168,
443
+ "step": 590
444
+ },
445
+ {
446
+ "epoch": 9.84,
447
+ "learning_rate": 3.278688524590164e-07,
448
+ "loss": 0.3328,
449
+ "step": 600
450
+ },
451
+ {
452
+ "epoch": 10.0,
453
+ "learning_rate": 0.0,
454
+ "loss": 0.253,
455
+ "step": 610
456
+ },
457
+ {
458
+ "epoch": 10.0,
459
+ "eval_accuracy": 0.9722507708119219,
460
+ "eval_loss": 0.09661855548620224,
461
+ "eval_runtime": 12.2414,
462
+ "eval_samples_per_second": 79.484,
463
+ "eval_steps_per_second": 4.983,
464
+ "step": 610
465
+ },
466
+ {
467
+ "epoch": 10.0,
468
+ "step": 610,
469
+ "total_flos": 8.960328656655483e+18,
470
+ "train_loss": 0.807003553578111,
471
+ "train_runtime": 6787.6894,
472
+ "train_samples_per_second": 5.732,
473
+ "train_steps_per_second": 0.09
474
  }
475
  ],
476
+ "max_steps": 610,
477
+ "num_train_epochs": 10,
478
+ "total_flos": 8.960328656655483e+18,
479
  "trial_name": null,
480
  "trial_params": null
481
  }