tungpth commited on
Commit
793fb21
·
verified ·
1 Parent(s): a8c8592

Training in progress, epoch 1, checkpoint

Browse files
last-checkpoint/config.json CHANGED
@@ -17,34 +17,58 @@
17
  "5": "displaced_people_and_evacuations",
18
  "6": "requests_or_urgent_needs",
19
  "7": "missing_or_found_people",
20
- "8": "Country",
21
- "9": "State",
22
- "10": "City/town",
23
- "11": "Island",
24
- "12": "Human-made Point-of-Interest",
25
- "13": "County",
26
- "14": "Natural Point-of-Interest",
27
- "15": "District",
28
- "16": "Neighborhood",
29
- "17": "Continent",
30
- "18": "Road/street",
31
- "19": "Other locations"
 
 
 
 
 
 
 
 
 
 
 
 
32
  },
33
  "initializer_range": 0.02,
34
  "label2id": {
35
- "City/town": 10,
36
- "Continent": 17,
37
- "Country": 8,
38
- "County": 13,
39
- "District": 15,
40
- "Human-made Point-of-Interest": 12,
41
- "Island": 11,
42
- "Natural Point-of-Interest": 14,
43
- "Neighborhood": 16,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
44
  "O": 0,
45
- "Other locations": 19,
46
- "Road/street": 18,
47
- "State": 9,
48
  "caution_and_advice": 4,
49
  "displaced_people_and_evacuations": 5,
50
  "infrastructure_and_utility_damage": 3,
 
17
  "5": "displaced_people_and_evacuations",
18
  "6": "requests_or_urgent_needs",
19
  "7": "missing_or_found_people",
20
+ "8": "B-Country",
21
+ "9": "I-Country",
22
+ "10": "B-State",
23
+ "11": "I-State",
24
+ "12": "B-City/town",
25
+ "13": "I-City/town",
26
+ "14": "B-Island",
27
+ "15": "I-Island",
28
+ "16": "B-Human-made Point-of-Interest",
29
+ "17": "I-Human-made Point-of-Interest",
30
+ "18": "B-County",
31
+ "19": "I-County",
32
+ "20": "B-Natural Point-of-Interest",
33
+ "21": "I-Natural Point-of-Interest",
34
+ "22": "B-District",
35
+ "23": "I-District",
36
+ "24": "B-Neighborhood",
37
+ "25": "I-Neighborhood",
38
+ "26": "B-Continent",
39
+ "27": "I-Continent",
40
+ "28": "B-Road/street",
41
+ "29": "I-Road/street",
42
+ "30": "B-Other locations",
43
+ "31": "I-Other locations"
44
  },
45
  "initializer_range": 0.02,
46
  "label2id": {
47
+ "B-City/town": 12,
48
+ "B-Continent": 26,
49
+ "B-Country": 8,
50
+ "B-County": 18,
51
+ "B-District": 22,
52
+ "B-Human-made Point-of-Interest": 16,
53
+ "B-Island": 14,
54
+ "B-Natural Point-of-Interest": 20,
55
+ "B-Neighborhood": 24,
56
+ "B-Other locations": 30,
57
+ "B-Road/street": 28,
58
+ "B-State": 10,
59
+ "I-City/town": 13,
60
+ "I-Continent": 27,
61
+ "I-Country": 9,
62
+ "I-County": 19,
63
+ "I-District": 23,
64
+ "I-Human-made Point-of-Interest": 17,
65
+ "I-Island": 15,
66
+ "I-Natural Point-of-Interest": 21,
67
+ "I-Neighborhood": 25,
68
+ "I-Other locations": 31,
69
+ "I-Road/street": 29,
70
+ "I-State": 11,
71
  "O": 0,
 
 
 
72
  "caution_and_advice": 4,
73
  "displaced_people_and_evacuations": 5,
74
  "infrastructure_and_utility_damage": 3,
last-checkpoint/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fe766e0b8632065a6bd6c2d51570e0eda4ff40f454181a068f78597426befa2a
3
- size 265525384
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c20beb9281697dd72a2c9b79220b5bc24246bd84f72c5c7d07ff540153684288
3
+ size 265562304
last-checkpoint/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:01ecf6026893bb1cf098c8783b309ec1dbcddfaa3a9486c6b327d16f9af1bd9b
3
- size 531111610
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e5f787f1f49a9b156f0a2aa56b5b58fd2fc3f6bb05d5891123dc11eb807235fd
3
+ size 531185466
last-checkpoint/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b050c94d670cbde7ca88601b5407bb3c59a1dedf3072aaaf736c68772003708c
3
  size 14244
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2009c2d27df1c9a086e2642227c50c01871b01b0d4305ab7ccac00b30505e9f4
3
  size 14244
last-checkpoint/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f6ff39835f6fc0ab5432bbe426fb9e017df9b359be5fad96f2d6b3dde669dc72
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4e04c20da2a8ea2306a9e7dacd4d7bbc3b1ebf30daa3e10e935bba3579631954
3
  size 1064
last-checkpoint/trainer_state.json CHANGED
@@ -1,398 +1,25 @@
1
  {
2
- "best_metric": 0.04970533400774002,
3
- "best_model_checkpoint": "BERT_NER/checkpoint-1800",
4
- "epoch": 20.0,
5
  "eval_steps": 500,
6
- "global_step": 9000,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
- "eval_accuracy": 0.9815011440278754,
14
- "eval_f1": 0.8315608104093637,
15
- "eval_loss": 0.07077562808990479,
16
- "eval_model_preparation_time": 0.0017,
17
- "eval_precision": 0.8226166686258376,
18
- "eval_recall": 0.8407015857760692,
19
- "eval_runtime": 5.986,
20
- "eval_samples_per_second": 343.465,
21
- "eval_steps_per_second": 10.859,
22
  "step": 450
23
- },
24
- {
25
- "epoch": 1.1111111111111112,
26
- "grad_norm": 0.3698432445526123,
27
- "learning_rate": 9.924038765061042e-06,
28
- "loss": 0.2215,
29
- "step": 500
30
- },
31
- {
32
- "epoch": 2.0,
33
- "eval_accuracy": 0.9855239348577068,
34
- "eval_f1": 0.8632174908149131,
35
- "eval_loss": 0.05390042066574097,
36
- "eval_model_preparation_time": 0.0017,
37
- "eval_precision": 0.8655634738494987,
38
- "eval_recall": 0.8608841902931283,
39
- "eval_runtime": 5.7287,
40
- "eval_samples_per_second": 358.897,
41
- "eval_steps_per_second": 11.346,
42
- "step": 900
43
- },
44
- {
45
- "epoch": 2.2222222222222223,
46
- "grad_norm": 0.47045743465423584,
47
- "learning_rate": 9.698463103929542e-06,
48
- "loss": 0.0594,
49
- "step": 1000
50
- },
51
- {
52
- "epoch": 3.0,
53
- "eval_accuracy": 0.9859576186274657,
54
- "eval_f1": 0.8661595150362533,
55
- "eval_loss": 0.05013062804937363,
56
- "eval_model_preparation_time": 0.0017,
57
- "eval_precision": 0.8570924488355681,
58
- "eval_recall": 0.8754204709274387,
59
- "eval_runtime": 5.8189,
60
- "eval_samples_per_second": 353.33,
61
- "eval_steps_per_second": 11.17,
62
- "step": 1350
63
- },
64
- {
65
- "epoch": 3.3333333333333335,
66
- "grad_norm": 0.3303043842315674,
67
- "learning_rate": 9.330127018922195e-06,
68
- "loss": 0.0463,
69
- "step": 1500
70
- },
71
- {
72
- "epoch": 4.0,
73
- "eval_accuracy": 0.9863464385589735,
74
- "eval_f1": 0.8724599569686828,
75
- "eval_loss": 0.04970533400774002,
76
- "eval_model_preparation_time": 0.0017,
77
- "eval_precision": 0.8681018078020932,
78
- "eval_recall": 0.8768620855358001,
79
- "eval_runtime": 7.8485,
80
- "eval_samples_per_second": 261.959,
81
- "eval_steps_per_second": 8.282,
82
- "step": 1800
83
- },
84
- {
85
- "epoch": 4.444444444444445,
86
- "grad_norm": 0.4745778739452362,
87
- "learning_rate": 8.83022221559489e-06,
88
- "loss": 0.0402,
89
- "step": 2000
90
- },
91
- {
92
- "epoch": 5.0,
93
- "eval_accuracy": 0.9854940256322062,
94
- "eval_f1": 0.867238946378175,
95
- "eval_loss": 0.05161146819591522,
96
- "eval_model_preparation_time": 0.0017,
97
- "eval_precision": 0.8492630124366651,
98
- "eval_recall": 0.8859923113887554,
99
- "eval_runtime": 5.7267,
100
- "eval_samples_per_second": 359.017,
101
- "eval_steps_per_second": 11.35,
102
- "step": 2250
103
- },
104
- {
105
- "epoch": 5.555555555555555,
106
- "grad_norm": 0.5098891854286194,
107
- "learning_rate": 8.213938048432697e-06,
108
- "loss": 0.0342,
109
- "step": 2500
110
- },
111
- {
112
- "epoch": 6.0,
113
- "eval_accuracy": 0.9856585263724595,
114
- "eval_f1": 0.8698832134009673,
115
- "eval_loss": 0.051208045333623886,
116
- "eval_model_preparation_time": 0.0017,
117
- "eval_precision": 0.8544611819235226,
118
- "eval_recall": 0.8858721768380586,
119
- "eval_runtime": 5.795,
120
- "eval_samples_per_second": 354.791,
121
- "eval_steps_per_second": 11.217,
122
- "step": 2700
123
- },
124
- {
125
- "epoch": 6.666666666666667,
126
- "grad_norm": 0.45609113574028015,
127
- "learning_rate": 7.500000000000001e-06,
128
- "loss": 0.0315,
129
- "step": 3000
130
- },
131
- {
132
- "epoch": 7.0,
133
- "eval_accuracy": 0.9857931178872124,
134
- "eval_f1": 0.8688388625592418,
135
- "eval_loss": 0.05190838873386383,
136
- "eval_model_preparation_time": 0.0017,
137
- "eval_precision": 0.8570593735390369,
138
- "eval_recall": 0.8809466602594906,
139
- "eval_runtime": 5.7723,
140
- "eval_samples_per_second": 356.186,
141
- "eval_steps_per_second": 11.261,
142
- "step": 3150
143
- },
144
- {
145
- "epoch": 7.777777777777778,
146
- "grad_norm": 0.41619575023651123,
147
- "learning_rate": 6.710100716628345e-06,
148
- "loss": 0.027,
149
- "step": 3500
150
- },
151
- {
152
- "epoch": 8.0,
153
- "eval_accuracy": 0.9856884355979602,
154
- "eval_f1": 0.8677279990530864,
155
- "eval_loss": 0.05590701475739479,
156
- "eval_model_preparation_time": 0.0017,
157
- "eval_precision": 0.8551265601306427,
158
- "eval_recall": 0.8807063911580971,
159
- "eval_runtime": 5.7795,
160
- "eval_samples_per_second": 355.739,
161
- "eval_steps_per_second": 11.247,
162
- "step": 3600
163
- },
164
- {
165
- "epoch": 8.88888888888889,
166
- "grad_norm": 0.45251068472862244,
167
- "learning_rate": 5.8682408883346535e-06,
168
- "loss": 0.024,
169
- "step": 4000
170
- },
171
- {
172
- "epoch": 9.0,
173
- "eval_accuracy": 0.9858379817254632,
174
- "eval_f1": 0.8688417424377488,
175
- "eval_loss": 0.05611706152558327,
176
- "eval_model_preparation_time": 0.0017,
177
- "eval_precision": 0.8596965776784664,
178
- "eval_recall": 0.8781835655934647,
179
- "eval_runtime": 6.5884,
180
- "eval_samples_per_second": 312.065,
181
- "eval_steps_per_second": 9.866,
182
- "step": 4050
183
- },
184
- {
185
- "epoch": 10.0,
186
- "grad_norm": 0.7303150296211243,
187
- "learning_rate": 5e-06,
188
- "loss": 0.0217,
189
- "step": 4500
190
- },
191
- {
192
- "epoch": 10.0,
193
- "eval_accuracy": 0.9853893433429541,
194
- "eval_f1": 0.8651399491094148,
195
- "eval_loss": 0.0589301772415638,
196
- "eval_model_preparation_time": 0.0017,
197
- "eval_precision": 0.8524781341107872,
198
- "eval_recall": 0.8781835655934647,
199
- "eval_runtime": 5.7566,
200
- "eval_samples_per_second": 357.158,
201
- "eval_steps_per_second": 11.291,
202
- "step": 4500
203
- },
204
- {
205
- "epoch": 11.0,
206
- "eval_accuracy": 0.9851650241516996,
207
- "eval_f1": 0.8654674137422589,
208
- "eval_loss": 0.06038934364914894,
209
- "eval_model_preparation_time": 0.0017,
210
- "eval_precision": 0.8500753099293246,
211
- "eval_recall": 0.8814271984622778,
212
- "eval_runtime": 5.7196,
213
- "eval_samples_per_second": 359.467,
214
- "eval_steps_per_second": 11.364,
215
- "step": 4950
216
- },
217
- {
218
- "epoch": 11.11111111111111,
219
- "grad_norm": 0.4123375117778778,
220
- "learning_rate": 4.131759111665349e-06,
221
- "loss": 0.0192,
222
- "step": 5000
223
- },
224
- {
225
- "epoch": 12.0,
226
- "eval_accuracy": 0.9849855687986959,
227
- "eval_f1": 0.8646989374262102,
228
- "eval_loss": 0.062446460127830505,
229
- "eval_model_preparation_time": 0.0017,
230
- "eval_precision": 0.8500464252553389,
231
- "eval_recall": 0.8798654493032196,
232
- "eval_runtime": 7.3929,
233
- "eval_samples_per_second": 278.104,
234
- "eval_steps_per_second": 8.792,
235
- "step": 5400
236
- },
237
- {
238
- "epoch": 12.222222222222221,
239
- "grad_norm": 0.4480305016040802,
240
- "learning_rate": 3.289899283371657e-06,
241
- "loss": 0.0175,
242
- "step": 5500
243
- },
244
- {
245
- "epoch": 13.0,
246
- "eval_accuracy": 0.9847762042201917,
247
- "eval_f1": 0.8635264988504392,
248
- "eval_loss": 0.06442124396562576,
249
- "eval_model_preparation_time": 0.0017,
250
- "eval_precision": 0.8477833082532701,
251
- "eval_recall": 0.8798654493032196,
252
- "eval_runtime": 5.7298,
253
- "eval_samples_per_second": 358.825,
254
- "eval_steps_per_second": 11.344,
255
- "step": 5850
256
- },
257
- {
258
- "epoch": 13.333333333333334,
259
- "grad_norm": 0.5093116164207458,
260
- "learning_rate": 2.5000000000000015e-06,
261
- "loss": 0.0161,
262
- "step": 6000
263
- },
264
- {
265
- "epoch": 14.0,
266
- "eval_accuracy": 0.9852248426027008,
267
- "eval_f1": 0.8660221813652809,
268
- "eval_loss": 0.06543978303670883,
269
- "eval_model_preparation_time": 0.0017,
270
- "eval_precision": 0.8552184608176174,
271
- "eval_recall": 0.8771023546371937,
272
- "eval_runtime": 5.7165,
273
- "eval_samples_per_second": 359.659,
274
- "eval_steps_per_second": 11.371,
275
- "step": 6300
276
- },
277
- {
278
- "epoch": 14.444444444444445,
279
- "grad_norm": 0.40885716676712036,
280
- "learning_rate": 1.7860619515673034e-06,
281
- "loss": 0.0158,
282
- "step": 6500
283
- },
284
- {
285
- "epoch": 15.0,
286
- "eval_accuracy": 0.9852547518282014,
287
- "eval_f1": 0.8643162393162392,
288
- "eval_loss": 0.06607560068368912,
289
- "eval_model_preparation_time": 0.0017,
290
- "eval_precision": 0.8541764429845143,
291
- "eval_recall": 0.874699663623258,
292
- "eval_runtime": 6.1942,
293
- "eval_samples_per_second": 331.924,
294
- "eval_steps_per_second": 10.494,
295
- "step": 6750
296
- },
297
- {
298
- "epoch": 15.555555555555555,
299
- "grad_norm": 0.3801928758621216,
300
- "learning_rate": 1.1697777844051105e-06,
301
- "loss": 0.0146,
302
- "step": 7000
303
- },
304
- {
305
- "epoch": 16.0,
306
- "eval_accuracy": 0.9849407049604451,
307
- "eval_f1": 0.8640490508194788,
308
- "eval_loss": 0.06781567633152008,
309
- "eval_model_preparation_time": 0.0017,
310
- "eval_precision": 0.8483445241954156,
311
- "eval_recall": 0.8803459875060067,
312
- "eval_runtime": 5.773,
313
- "eval_samples_per_second": 356.139,
314
- "eval_steps_per_second": 11.259,
315
- "step": 7200
316
- },
317
- {
318
- "epoch": 16.666666666666668,
319
- "grad_norm": 0.9012673497200012,
320
- "learning_rate": 6.698729810778065e-07,
321
- "loss": 0.0142,
322
- "step": 7500
323
- },
324
- {
325
- "epoch": 17.0,
326
- "eval_accuracy": 0.9852697064409517,
327
- "eval_f1": 0.8662367627048454,
328
- "eval_loss": 0.06687122583389282,
329
- "eval_model_preparation_time": 0.0017,
330
- "eval_precision": 0.8533628628045227,
331
- "eval_recall": 0.8795050456511293,
332
- "eval_runtime": 8.3056,
333
- "eval_samples_per_second": 247.545,
334
- "eval_steps_per_second": 7.826,
335
- "step": 7650
336
- },
337
- {
338
- "epoch": 17.77777777777778,
339
- "grad_norm": 0.35803523659706116,
340
- "learning_rate": 3.015368960704584e-07,
341
- "loss": 0.0133,
342
- "step": 8000
343
- },
344
- {
345
- "epoch": 18.0,
346
- "eval_accuracy": 0.9852697064409517,
347
- "eval_f1": 0.866493076103681,
348
- "eval_loss": 0.06717605888843536,
349
- "eval_model_preparation_time": 0.0017,
350
- "eval_precision": 0.8538605085141124,
351
- "eval_recall": 0.8795050456511293,
352
- "eval_runtime": 7.6906,
353
- "eval_samples_per_second": 267.341,
354
- "eval_steps_per_second": 8.452,
355
- "step": 8100
356
- },
357
- {
358
- "epoch": 18.88888888888889,
359
- "grad_norm": 0.4534122347831726,
360
- "learning_rate": 7.59612349389599e-08,
361
- "loss": 0.0135,
362
- "step": 8500
363
- },
364
- {
365
- "epoch": 19.0,
366
- "eval_accuracy": 0.9852697064409517,
367
- "eval_f1": 0.8665246716364927,
368
- "eval_loss": 0.06741219013929367,
369
- "eval_model_preparation_time": 0.0017,
370
- "eval_precision": 0.8536955001165772,
371
- "eval_recall": 0.8797453147525228,
372
- "eval_runtime": 5.7401,
373
- "eval_samples_per_second": 358.185,
374
- "eval_steps_per_second": 11.324,
375
- "step": 8550
376
- },
377
- {
378
- "epoch": 20.0,
379
- "grad_norm": 0.877216637134552,
380
- "learning_rate": 0.0,
381
- "loss": 0.0136,
382
- "step": 9000
383
- },
384
- {
385
- "epoch": 20.0,
386
- "eval_accuracy": 0.9852098879899505,
387
- "eval_f1": 0.8659488878371983,
388
- "eval_loss": 0.06747559458017349,
389
- "eval_model_preparation_time": 0.0017,
390
- "eval_precision": 0.853030303030303,
391
- "eval_recall": 0.8792647765497357,
392
- "eval_runtime": 6.657,
393
- "eval_samples_per_second": 308.846,
394
- "eval_steps_per_second": 9.764,
395
- "step": 9000
396
  }
397
  ],
398
  "logging_steps": 500,
@@ -407,12 +34,12 @@
407
  "should_evaluate": false,
408
  "should_log": false,
409
  "should_save": true,
410
- "should_training_stop": true
411
  },
412
  "attributes": {}
413
  }
414
  },
415
- "total_flos": 5375523723085680.0,
416
  "train_batch_size": 32,
417
  "trial_name": null,
418
  "trial_params": null
 
1
  {
2
+ "best_metric": 0.08145938068628311,
3
+ "best_model_checkpoint": "BERT_NER/checkpoint-450",
4
+ "epoch": 1.0,
5
  "eval_steps": 500,
6
+ "global_step": 450,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
+ "eval_accuracy": 0.9804094572971033,
14
+ "eval_f1": 0.8147548566142461,
15
+ "eval_loss": 0.08145938068628311,
16
+ "eval_model_preparation_time": 0.0016,
17
+ "eval_precision": 0.82274638019617,
18
+ "eval_recall": 0.8069170865781036,
19
+ "eval_runtime": 6.1379,
20
+ "eval_samples_per_second": 334.97,
21
+ "eval_steps_per_second": 10.59,
22
  "step": 450
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
23
  }
24
  ],
25
  "logging_steps": 500,
 
34
  "should_evaluate": false,
35
  "should_log": false,
36
  "should_save": true,
37
+ "should_training_stop": false
38
  },
39
  "attributes": {}
40
  }
41
  },
42
+ "total_flos": 267692054324736.0,
43
  "train_batch_size": 32,
44
  "trial_name": null,
45
  "trial_params": null
last-checkpoint/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8c6b238c26e3ba30d9b9af91c8aa8015cec7340426e32ad5ab9db5e57a1039ae
3
  size 5176
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7acf25ca8b5c50a95fbce5413fdcfdf4adca9ac5d976622a6bde786e93911884
3
  size 5176