sdgroeve commited on
Commit
3cbf26c
1 Parent(s): 781e48d

End of training

Browse files
all_results.json CHANGED
@@ -1,13 +1,13 @@
1
  {
2
  "epoch": 3.0,
3
- "eval_accuracy": 0.9803703703703703,
4
- "eval_loss": 0.059159792959690094,
5
- "eval_runtime": 4.8853,
6
- "eval_samples_per_second": 552.68,
7
- "eval_steps_per_second": 17.399,
8
  "total_flos": 1.8124066505760768e+18,
9
- "train_loss": 0.32973566536317794,
10
- "train_runtime": 250.3967,
11
- "train_samples_per_second": 291.138,
12
- "train_steps_per_second": 2.276
13
  }
 
1
  {
2
  "epoch": 3.0,
3
+ "eval_accuracy": 0.9740740740740741,
4
+ "eval_loss": 0.07266821712255478,
5
+ "eval_runtime": 5.0363,
6
+ "eval_samples_per_second": 536.108,
7
+ "eval_steps_per_second": 16.877,
8
  "total_flos": 1.8124066505760768e+18,
9
+ "train_loss": 0.34982479978026004,
10
+ "train_runtime": 261.9976,
11
+ "train_samples_per_second": 278.247,
12
+ "train_steps_per_second": 2.176
13
  }
eval_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 3.0,
3
- "eval_accuracy": 0.9803703703703703,
4
- "eval_loss": 0.059159792959690094,
5
- "eval_runtime": 4.8853,
6
- "eval_samples_per_second": 552.68,
7
- "eval_steps_per_second": 17.399
8
  }
 
1
  {
2
  "epoch": 3.0,
3
+ "eval_accuracy": 0.9740740740740741,
4
+ "eval_loss": 0.07266821712255478,
5
+ "eval_runtime": 5.0363,
6
+ "eval_samples_per_second": 536.108,
7
+ "eval_steps_per_second": 16.877
8
  }
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 3.0,
3
  "total_flos": 1.8124066505760768e+18,
4
- "train_loss": 0.32973566536317794,
5
- "train_runtime": 250.3967,
6
- "train_samples_per_second": 291.138,
7
- "train_steps_per_second": 2.276
8
  }
 
1
  {
2
  "epoch": 3.0,
3
  "total_flos": 1.8124066505760768e+18,
4
+ "train_loss": 0.34982479978026004,
5
+ "train_runtime": 261.9976,
6
+ "train_samples_per_second": 278.247,
7
+ "train_steps_per_second": 2.176
8
  }
trainer_state.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "best_metric": 0.9803703703703703,
3
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-570",
4
  "epoch": 3.0,
5
  "eval_steps": 500,
@@ -11,380 +11,380 @@
11
  {
12
  "epoch": 0.05,
13
  "learning_rate": 8.771929824561403e-06,
14
- "loss": 2.2734,
15
  "step": 10
16
  },
17
  {
18
  "epoch": 0.11,
19
  "learning_rate": 1.7543859649122806e-05,
20
- "loss": 2.0923,
21
  "step": 20
22
  },
23
  {
24
  "epoch": 0.16,
25
  "learning_rate": 2.6315789473684212e-05,
26
- "loss": 1.6401,
27
  "step": 30
28
  },
29
  {
30
  "epoch": 0.21,
31
  "learning_rate": 3.508771929824561e-05,
32
- "loss": 0.9479,
33
  "step": 40
34
  },
35
  {
36
  "epoch": 0.26,
37
  "learning_rate": 4.3859649122807014e-05,
38
- "loss": 0.5664,
39
  "step": 50
40
  },
41
  {
42
  "epoch": 0.32,
43
  "learning_rate": 4.970760233918128e-05,
44
- "loss": 0.476,
45
  "step": 60
46
  },
47
  {
48
  "epoch": 0.37,
49
  "learning_rate": 4.8732943469785574e-05,
50
- "loss": 0.4555,
51
  "step": 70
52
  },
53
  {
54
  "epoch": 0.42,
55
  "learning_rate": 4.7758284600389865e-05,
56
- "loss": 0.3879,
57
  "step": 80
58
  },
59
  {
60
  "epoch": 0.47,
61
  "learning_rate": 4.678362573099415e-05,
62
- "loss": 0.3706,
63
  "step": 90
64
  },
65
  {
66
  "epoch": 0.53,
67
  "learning_rate": 4.580896686159844e-05,
68
- "loss": 0.394,
69
  "step": 100
70
  },
71
  {
72
  "epoch": 0.58,
73
  "learning_rate": 4.483430799220273e-05,
74
- "loss": 0.344,
75
  "step": 110
76
  },
77
  {
78
  "epoch": 0.63,
79
  "learning_rate": 4.3859649122807014e-05,
80
- "loss": 0.2958,
81
  "step": 120
82
  },
83
  {
84
  "epoch": 0.68,
85
  "learning_rate": 4.2884990253411305e-05,
86
- "loss": 0.2769,
87
  "step": 130
88
  },
89
  {
90
  "epoch": 0.74,
91
  "learning_rate": 4.1910331384015596e-05,
92
- "loss": 0.3316,
93
  "step": 140
94
  },
95
  {
96
  "epoch": 0.79,
97
  "learning_rate": 4.093567251461988e-05,
98
- "loss": 0.2917,
99
  "step": 150
100
  },
101
  {
102
  "epoch": 0.84,
103
  "learning_rate": 3.996101364522417e-05,
104
- "loss": 0.2905,
105
  "step": 160
106
  },
107
  {
108
  "epoch": 0.89,
109
  "learning_rate": 3.898635477582846e-05,
110
- "loss": 0.2667,
111
  "step": 170
112
  },
113
  {
114
  "epoch": 0.95,
115
  "learning_rate": 3.8011695906432746e-05,
116
- "loss": 0.2338,
117
  "step": 180
118
  },
119
  {
120
  "epoch": 1.0,
121
  "learning_rate": 3.7037037037037037e-05,
122
- "loss": 0.2484,
123
  "step": 190
124
  },
125
  {
126
  "epoch": 1.0,
127
- "eval_accuracy": 0.9685185185185186,
128
- "eval_loss": 0.1036255806684494,
129
- "eval_runtime": 5.1297,
130
- "eval_samples_per_second": 526.346,
131
- "eval_steps_per_second": 16.57,
132
  "step": 190
133
  },
134
  {
135
  "epoch": 1.05,
136
  "learning_rate": 3.606237816764133e-05,
137
- "loss": 0.2245,
138
  "step": 200
139
  },
140
  {
141
  "epoch": 1.11,
142
  "learning_rate": 3.508771929824561e-05,
143
- "loss": 0.2082,
144
  "step": 210
145
  },
146
  {
147
  "epoch": 1.16,
148
  "learning_rate": 3.41130604288499e-05,
149
- "loss": 0.2787,
150
  "step": 220
151
  },
152
  {
153
  "epoch": 1.21,
154
  "learning_rate": 3.313840155945419e-05,
155
- "loss": 0.2265,
156
  "step": 230
157
  },
158
  {
159
  "epoch": 1.26,
160
  "learning_rate": 3.216374269005848e-05,
161
- "loss": 0.2218,
162
  "step": 240
163
  },
164
  {
165
  "epoch": 1.32,
166
  "learning_rate": 3.118908382066277e-05,
167
- "loss": 0.2426,
168
  "step": 250
169
  },
170
  {
171
  "epoch": 1.37,
172
  "learning_rate": 3.0214424951267055e-05,
173
- "loss": 0.2044,
174
  "step": 260
175
  },
176
  {
177
  "epoch": 1.42,
178
  "learning_rate": 2.9239766081871346e-05,
179
- "loss": 0.2025,
180
  "step": 270
181
  },
182
  {
183
  "epoch": 1.47,
184
  "learning_rate": 2.8265107212475634e-05,
185
- "loss": 0.2021,
186
  "step": 280
187
  },
188
  {
189
  "epoch": 1.53,
190
  "learning_rate": 2.729044834307992e-05,
191
- "loss": 0.1925,
192
  "step": 290
193
  },
194
  {
195
  "epoch": 1.58,
196
  "learning_rate": 2.6315789473684212e-05,
197
- "loss": 0.2151,
198
  "step": 300
199
  },
200
  {
201
  "epoch": 1.63,
202
  "learning_rate": 2.53411306042885e-05,
203
- "loss": 0.1906,
204
  "step": 310
205
  },
206
  {
207
  "epoch": 1.68,
208
  "learning_rate": 2.4366471734892787e-05,
209
- "loss": 0.1787,
210
  "step": 320
211
  },
212
  {
213
  "epoch": 1.74,
214
  "learning_rate": 2.3391812865497074e-05,
215
- "loss": 0.1393,
216
  "step": 330
217
  },
218
  {
219
  "epoch": 1.79,
220
  "learning_rate": 2.2417153996101365e-05,
221
- "loss": 0.1516,
222
  "step": 340
223
  },
224
  {
225
  "epoch": 1.84,
226
  "learning_rate": 2.1442495126705653e-05,
227
- "loss": 0.164,
228
  "step": 350
229
  },
230
  {
231
  "epoch": 1.89,
232
  "learning_rate": 2.046783625730994e-05,
233
- "loss": 0.1747,
234
  "step": 360
235
  },
236
  {
237
  "epoch": 1.95,
238
  "learning_rate": 1.949317738791423e-05,
239
- "loss": 0.1964,
240
  "step": 370
241
  },
242
  {
243
  "epoch": 2.0,
244
  "learning_rate": 1.8518518518518518e-05,
245
- "loss": 0.219,
246
  "step": 380
247
  },
248
  {
249
  "epoch": 2.0,
250
- "eval_accuracy": 0.9729629629629629,
251
- "eval_loss": 0.08252211660146713,
252
- "eval_runtime": 4.4943,
253
- "eval_samples_per_second": 600.762,
254
- "eval_steps_per_second": 18.913,
255
  "step": 380
256
  },
257
  {
258
  "epoch": 2.05,
259
  "learning_rate": 1.7543859649122806e-05,
260
- "loss": 0.2044,
261
  "step": 390
262
  },
263
  {
264
  "epoch": 2.11,
265
  "learning_rate": 1.6569200779727097e-05,
266
- "loss": 0.1499,
267
  "step": 400
268
  },
269
  {
270
  "epoch": 2.16,
271
  "learning_rate": 1.5594541910331384e-05,
272
- "loss": 0.1401,
273
  "step": 410
274
  },
275
  {
276
  "epoch": 2.21,
277
  "learning_rate": 1.4619883040935673e-05,
278
- "loss": 0.1596,
279
  "step": 420
280
  },
281
  {
282
  "epoch": 2.26,
283
  "learning_rate": 1.364522417153996e-05,
284
- "loss": 0.163,
285
  "step": 430
286
  },
287
  {
288
  "epoch": 2.32,
289
  "learning_rate": 1.267056530214425e-05,
290
- "loss": 0.1403,
291
  "step": 440
292
  },
293
  {
294
  "epoch": 2.37,
295
  "learning_rate": 1.1695906432748537e-05,
296
- "loss": 0.1767,
297
  "step": 450
298
  },
299
  {
300
  "epoch": 2.42,
301
  "learning_rate": 1.0721247563352826e-05,
302
- "loss": 0.134,
303
  "step": 460
304
  },
305
  {
306
  "epoch": 2.47,
307
  "learning_rate": 9.746588693957115e-06,
308
- "loss": 0.1522,
309
  "step": 470
310
  },
311
  {
312
  "epoch": 2.53,
313
  "learning_rate": 8.771929824561403e-06,
314
- "loss": 0.14,
315
  "step": 480
316
  },
317
  {
318
  "epoch": 2.58,
319
  "learning_rate": 7.797270955165692e-06,
320
- "loss": 0.129,
321
  "step": 490
322
  },
323
  {
324
  "epoch": 2.63,
325
  "learning_rate": 6.82261208576998e-06,
326
- "loss": 0.1437,
327
  "step": 500
328
  },
329
  {
330
  "epoch": 2.68,
331
  "learning_rate": 5.8479532163742686e-06,
332
- "loss": 0.1594,
333
  "step": 510
334
  },
335
  {
336
  "epoch": 2.74,
337
  "learning_rate": 4.873294346978558e-06,
338
- "loss": 0.1436,
339
  "step": 520
340
  },
341
  {
342
  "epoch": 2.79,
343
  "learning_rate": 3.898635477582846e-06,
344
- "loss": 0.1386,
345
  "step": 530
346
  },
347
  {
348
  "epoch": 2.84,
349
  "learning_rate": 2.9239766081871343e-06,
350
- "loss": 0.1363,
351
  "step": 540
352
  },
353
  {
354
  "epoch": 2.89,
355
  "learning_rate": 1.949317738791423e-06,
356
- "loss": 0.105,
357
  "step": 550
358
  },
359
  {
360
  "epoch": 2.95,
361
  "learning_rate": 9.746588693957115e-07,
362
- "loss": 0.1413,
363
  "step": 560
364
  },
365
  {
366
  "epoch": 3.0,
367
  "learning_rate": 0.0,
368
- "loss": 0.121,
369
  "step": 570
370
  },
371
  {
372
  "epoch": 3.0,
373
- "eval_accuracy": 0.9803703703703703,
374
- "eval_loss": 0.059159792959690094,
375
- "eval_runtime": 4.6082,
376
- "eval_samples_per_second": 585.917,
377
- "eval_steps_per_second": 18.446,
378
  "step": 570
379
  },
380
  {
381
  "epoch": 3.0,
382
  "step": 570,
383
  "total_flos": 1.8124066505760768e+18,
384
- "train_loss": 0.32973566536317794,
385
- "train_runtime": 250.3967,
386
- "train_samples_per_second": 291.138,
387
- "train_steps_per_second": 2.276
388
  }
389
  ],
390
  "logging_steps": 10,
 
1
  {
2
+ "best_metric": 0.9740740740740741,
3
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-570",
4
  "epoch": 3.0,
5
  "eval_steps": 500,
 
11
  {
12
  "epoch": 0.05,
13
  "learning_rate": 8.771929824561403e-06,
14
+ "loss": 2.3809,
15
  "step": 10
16
  },
17
  {
18
  "epoch": 0.11,
19
  "learning_rate": 1.7543859649122806e-05,
20
+ "loss": 2.1931,
21
  "step": 20
22
  },
23
  {
24
  "epoch": 0.16,
25
  "learning_rate": 2.6315789473684212e-05,
26
+ "loss": 1.7658,
27
  "step": 30
28
  },
29
  {
30
  "epoch": 0.21,
31
  "learning_rate": 3.508771929824561e-05,
32
+ "loss": 1.1384,
33
  "step": 40
34
  },
35
  {
36
  "epoch": 0.26,
37
  "learning_rate": 4.3859649122807014e-05,
38
+ "loss": 0.7236,
39
  "step": 50
40
  },
41
  {
42
  "epoch": 0.32,
43
  "learning_rate": 4.970760233918128e-05,
44
+ "loss": 0.5221,
45
  "step": 60
46
  },
47
  {
48
  "epoch": 0.37,
49
  "learning_rate": 4.8732943469785574e-05,
50
+ "loss": 0.503,
51
  "step": 70
52
  },
53
  {
54
  "epoch": 0.42,
55
  "learning_rate": 4.7758284600389865e-05,
56
+ "loss": 0.4116,
57
  "step": 80
58
  },
59
  {
60
  "epoch": 0.47,
61
  "learning_rate": 4.678362573099415e-05,
62
+ "loss": 0.399,
63
  "step": 90
64
  },
65
  {
66
  "epoch": 0.53,
67
  "learning_rate": 4.580896686159844e-05,
68
+ "loss": 0.3777,
69
  "step": 100
70
  },
71
  {
72
  "epoch": 0.58,
73
  "learning_rate": 4.483430799220273e-05,
74
+ "loss": 0.3544,
75
  "step": 110
76
  },
77
  {
78
  "epoch": 0.63,
79
  "learning_rate": 4.3859649122807014e-05,
80
+ "loss": 0.3187,
81
  "step": 120
82
  },
83
  {
84
  "epoch": 0.68,
85
  "learning_rate": 4.2884990253411305e-05,
86
+ "loss": 0.2529,
87
  "step": 130
88
  },
89
  {
90
  "epoch": 0.74,
91
  "learning_rate": 4.1910331384015596e-05,
92
+ "loss": 0.2952,
93
  "step": 140
94
  },
95
  {
96
  "epoch": 0.79,
97
  "learning_rate": 4.093567251461988e-05,
98
+ "loss": 0.3222,
99
  "step": 150
100
  },
101
  {
102
  "epoch": 0.84,
103
  "learning_rate": 3.996101364522417e-05,
104
+ "loss": 0.2986,
105
  "step": 160
106
  },
107
  {
108
  "epoch": 0.89,
109
  "learning_rate": 3.898635477582846e-05,
110
+ "loss": 0.2572,
111
  "step": 170
112
  },
113
  {
114
  "epoch": 0.95,
115
  "learning_rate": 3.8011695906432746e-05,
116
+ "loss": 0.2493,
117
  "step": 180
118
  },
119
  {
120
  "epoch": 1.0,
121
  "learning_rate": 3.7037037037037037e-05,
122
+ "loss": 0.252,
123
  "step": 190
124
  },
125
  {
126
  "epoch": 1.0,
127
+ "eval_accuracy": 0.95,
128
+ "eval_loss": 0.14173315465450287,
129
+ "eval_runtime": 5.2278,
130
+ "eval_samples_per_second": 516.472,
131
+ "eval_steps_per_second": 16.259,
132
  "step": 190
133
  },
134
  {
135
  "epoch": 1.05,
136
  "learning_rate": 3.606237816764133e-05,
137
+ "loss": 0.2277,
138
  "step": 200
139
  },
140
  {
141
  "epoch": 1.11,
142
  "learning_rate": 3.508771929824561e-05,
143
+ "loss": 0.2509,
144
  "step": 210
145
  },
146
  {
147
  "epoch": 1.16,
148
  "learning_rate": 3.41130604288499e-05,
149
+ "loss": 0.2161,
150
  "step": 220
151
  },
152
  {
153
  "epoch": 1.21,
154
  "learning_rate": 3.313840155945419e-05,
155
+ "loss": 0.2069,
156
  "step": 230
157
  },
158
  {
159
  "epoch": 1.26,
160
  "learning_rate": 3.216374269005848e-05,
161
+ "loss": 0.2356,
162
  "step": 240
163
  },
164
  {
165
  "epoch": 1.32,
166
  "learning_rate": 3.118908382066277e-05,
167
+ "loss": 0.2241,
168
  "step": 250
169
  },
170
  {
171
  "epoch": 1.37,
172
  "learning_rate": 3.0214424951267055e-05,
173
+ "loss": 0.199,
174
  "step": 260
175
  },
176
  {
177
  "epoch": 1.42,
178
  "learning_rate": 2.9239766081871346e-05,
179
+ "loss": 0.2151,
180
  "step": 270
181
  },
182
  {
183
  "epoch": 1.47,
184
  "learning_rate": 2.8265107212475634e-05,
185
+ "loss": 0.2074,
186
  "step": 280
187
  },
188
  {
189
  "epoch": 1.53,
190
  "learning_rate": 2.729044834307992e-05,
191
+ "loss": 0.1828,
192
  "step": 290
193
  },
194
  {
195
  "epoch": 1.58,
196
  "learning_rate": 2.6315789473684212e-05,
197
+ "loss": 0.2399,
198
  "step": 300
199
  },
200
  {
201
  "epoch": 1.63,
202
  "learning_rate": 2.53411306042885e-05,
203
+ "loss": 0.2006,
204
  "step": 310
205
  },
206
  {
207
  "epoch": 1.68,
208
  "learning_rate": 2.4366471734892787e-05,
209
+ "loss": 0.2121,
210
  "step": 320
211
  },
212
  {
213
  "epoch": 1.74,
214
  "learning_rate": 2.3391812865497074e-05,
215
+ "loss": 0.188,
216
  "step": 330
217
  },
218
  {
219
  "epoch": 1.79,
220
  "learning_rate": 2.2417153996101365e-05,
221
+ "loss": 0.1615,
222
  "step": 340
223
  },
224
  {
225
  "epoch": 1.84,
226
  "learning_rate": 2.1442495126705653e-05,
227
+ "loss": 0.184,
228
  "step": 350
229
  },
230
  {
231
  "epoch": 1.89,
232
  "learning_rate": 2.046783625730994e-05,
233
+ "loss": 0.1969,
234
  "step": 360
235
  },
236
  {
237
  "epoch": 1.95,
238
  "learning_rate": 1.949317738791423e-05,
239
+ "loss": 0.2069,
240
  "step": 370
241
  },
242
  {
243
  "epoch": 2.0,
244
  "learning_rate": 1.8518518518518518e-05,
245
+ "loss": 0.1846,
246
  "step": 380
247
  },
248
  {
249
  "epoch": 2.0,
250
+ "eval_accuracy": 0.9714814814814815,
251
+ "eval_loss": 0.07922197133302689,
252
+ "eval_runtime": 4.6807,
253
+ "eval_samples_per_second": 576.841,
254
+ "eval_steps_per_second": 18.16,
255
  "step": 380
256
  },
257
  {
258
  "epoch": 2.05,
259
  "learning_rate": 1.7543859649122806e-05,
260
+ "loss": 0.169,
261
  "step": 390
262
  },
263
  {
264
  "epoch": 2.11,
265
  "learning_rate": 1.6569200779727097e-05,
266
+ "loss": 0.1869,
267
  "step": 400
268
  },
269
  {
270
  "epoch": 2.16,
271
  "learning_rate": 1.5594541910331384e-05,
272
+ "loss": 0.145,
273
  "step": 410
274
  },
275
  {
276
  "epoch": 2.21,
277
  "learning_rate": 1.4619883040935673e-05,
278
+ "loss": 0.1967,
279
  "step": 420
280
  },
281
  {
282
  "epoch": 2.26,
283
  "learning_rate": 1.364522417153996e-05,
284
+ "loss": 0.188,
285
  "step": 430
286
  },
287
  {
288
  "epoch": 2.32,
289
  "learning_rate": 1.267056530214425e-05,
290
+ "loss": 0.1593,
291
  "step": 440
292
  },
293
  {
294
  "epoch": 2.37,
295
  "learning_rate": 1.1695906432748537e-05,
296
+ "loss": 0.1371,
297
  "step": 450
298
  },
299
  {
300
  "epoch": 2.42,
301
  "learning_rate": 1.0721247563352826e-05,
302
+ "loss": 0.1841,
303
  "step": 460
304
  },
305
  {
306
  "epoch": 2.47,
307
  "learning_rate": 9.746588693957115e-06,
308
+ "loss": 0.1659,
309
  "step": 470
310
  },
311
  {
312
  "epoch": 2.53,
313
  "learning_rate": 8.771929824561403e-06,
314
+ "loss": 0.1354,
315
  "step": 480
316
  },
317
  {
318
  "epoch": 2.58,
319
  "learning_rate": 7.797270955165692e-06,
320
+ "loss": 0.1381,
321
  "step": 490
322
  },
323
  {
324
  "epoch": 2.63,
325
  "learning_rate": 6.82261208576998e-06,
326
+ "loss": 0.1331,
327
  "step": 500
328
  },
329
  {
330
  "epoch": 2.68,
331
  "learning_rate": 5.8479532163742686e-06,
332
+ "loss": 0.1494,
333
  "step": 510
334
  },
335
  {
336
  "epoch": 2.74,
337
  "learning_rate": 4.873294346978558e-06,
338
+ "loss": 0.12,
339
  "step": 520
340
  },
341
  {
342
  "epoch": 2.79,
343
  "learning_rate": 3.898635477582846e-06,
344
+ "loss": 0.1648,
345
  "step": 530
346
  },
347
  {
348
  "epoch": 2.84,
349
  "learning_rate": 2.9239766081871343e-06,
350
+ "loss": 0.1532,
351
  "step": 540
352
  },
353
  {
354
  "epoch": 2.89,
355
  "learning_rate": 1.949317738791423e-06,
356
+ "loss": 0.1392,
357
  "step": 550
358
  },
359
  {
360
  "epoch": 2.95,
361
  "learning_rate": 9.746588693957115e-07,
362
+ "loss": 0.1302,
363
  "step": 560
364
  },
365
  {
366
  "epoch": 3.0,
367
  "learning_rate": 0.0,
368
+ "loss": 0.1887,
369
  "step": 570
370
  },
371
  {
372
  "epoch": 3.0,
373
+ "eval_accuracy": 0.9740740740740741,
374
+ "eval_loss": 0.07266821712255478,
375
+ "eval_runtime": 5.2195,
376
+ "eval_samples_per_second": 517.289,
377
+ "eval_steps_per_second": 16.285,
378
  "step": 570
379
  },
380
  {
381
  "epoch": 3.0,
382
  "step": 570,
383
  "total_flos": 1.8124066505760768e+18,
384
+ "train_loss": 0.34982479978026004,
385
+ "train_runtime": 261.9976,
386
+ "train_samples_per_second": 278.247,
387
+ "train_steps_per_second": 2.176
388
  }
389
  ],
390
  "logging_steps": 10,