joseph10 commited on
Commit
e915b91
·
1 Parent(s): 98b242b

Training in progress, epoch 1

Browse files
Files changed (32) hide show
  1. logs/events.out.tfevents.1701756498.joseph_legion.10272.5 +2 -2
  2. logs/events.out.tfevents.1701757366.joseph_legion.10272.6 +3 -0
  3. logs/events.out.tfevents.1701757489.joseph_legion.10272.7 +3 -0
  4. logs/events.out.tfevents.1701757611.joseph_legion.10272.8 +3 -0
  5. logs/events.out.tfevents.1701757733.joseph_legion.10272.9 +3 -0
  6. logs/events.out.tfevents.1701757855.joseph_legion.10272.10 +3 -0
  7. logs/events.out.tfevents.1701757976.joseph_legion.10272.11 +3 -0
  8. logs/events.out.tfevents.1701758098.joseph_legion.10272.12 +3 -0
  9. model.safetensors +1 -1
  10. run-11/checkpoint-527/config.json +34 -0
  11. run-11/checkpoint-527/model.safetensors +3 -0
  12. run-11/checkpoint-527/optimizer.pt +3 -0
  13. run-11/checkpoint-527/rng_state.pth +3 -0
  14. run-11/checkpoint-527/scheduler.pt +3 -0
  15. run-11/checkpoint-527/special_tokens_map.json +7 -0
  16. run-11/checkpoint-527/tokenizer.json +0 -0
  17. run-11/checkpoint-527/tokenizer_config.json +57 -0
  18. run-11/checkpoint-527/trainer_state.json +39 -0
  19. run-11/checkpoint-527/training_args.bin +3 -0
  20. run-11/checkpoint-527/vocab.txt +0 -0
  21. run-4/checkpoint-3689/config.json +34 -0
  22. run-4/checkpoint-3689/model.safetensors +3 -0
  23. run-4/checkpoint-3689/optimizer.pt +3 -0
  24. run-4/checkpoint-3689/rng_state.pth +3 -0
  25. run-4/checkpoint-3689/scheduler.pt +3 -0
  26. run-4/checkpoint-3689/special_tokens_map.json +7 -0
  27. run-4/checkpoint-3689/tokenizer.json +0 -0
  28. run-4/checkpoint-3689/tokenizer_config.json +57 -0
  29. run-4/checkpoint-3689/trainer_state.json +129 -0
  30. run-4/checkpoint-3689/training_args.bin +3 -0
  31. run-4/checkpoint-3689/vocab.txt +0 -0
  32. training_args.bin +1 -1
logs/events.out.tfevents.1701756498.joseph_legion.10272.5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:44e845e81d2d161777ff2e5aed75f6ca2b970a27254050b7acf0fb686b604845
3
- size 7174
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3ab01fc7394fe8107f8ce08585c064ac47c8322450a1f0f8aa1382739237da69
3
+ size 8008
logs/events.out.tfevents.1701757366.joseph_legion.10272.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:79d655297ca450a4c9e6d9407cf0575a1b5266c595f0b71d3f77b84d446f2d1d
3
+ size 4775
logs/events.out.tfevents.1701757489.joseph_legion.10272.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d47ef56896d8dea3150b0a1a2bedd9c25e9d88a4af8a51ff9310d49e587e42c0
3
+ size 4774
logs/events.out.tfevents.1701757611.joseph_legion.10272.8 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:109ccc62ed724e2a912948436510c7f760c14dabfb3feb5d5262989ef0c376c9
3
+ size 4776
logs/events.out.tfevents.1701757733.joseph_legion.10272.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0bf71ba44a0311ba9de13347b1e20d7c89a4bc688c731f50b7bb679e7c68ed2e
3
+ size 4774
logs/events.out.tfevents.1701757855.joseph_legion.10272.10 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:abaefcdf4b03ec043cd5230b5f3b3c421c4e3bca17c7997b5824d420dfc87c94
3
+ size 4773
logs/events.out.tfevents.1701757976.joseph_legion.10272.11 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:26c0bbbe5d52f72064d149b6732f14349333d43f509dfdae5151f5de45f1f7ec
3
+ size 4775
logs/events.out.tfevents.1701758098.joseph_legion.10272.12 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:74381e7c3b7d7f19fbbf6596957b0b38f9513c2aec73f3318ca9afb078b51a2c
3
+ size 4775
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:08beb9107be5ee41200868116788e1b394ce60adcb9f68e7746ccd9c6721b3c1
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bddbddc758726ab2519761f02cd590fb3543db75fe610fcef2a4ce987909fa4a
3
  size 17549312
run-11/checkpoint-527/config.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 128,
11
+ "id2label": {
12
+ "0": "negative",
13
+ "1": "positive"
14
+ },
15
+ "initializer_range": 0.02,
16
+ "intermediate_size": 512,
17
+ "label2id": {
18
+ "negative": "0",
19
+ "positive": "1"
20
+ },
21
+ "layer_norm_eps": 1e-12,
22
+ "max_position_embeddings": 512,
23
+ "model_type": "bert",
24
+ "num_attention_heads": 2,
25
+ "num_hidden_layers": 2,
26
+ "pad_token_id": 0,
27
+ "position_embedding_type": "absolute",
28
+ "problem_type": "single_label_classification",
29
+ "torch_dtype": "float32",
30
+ "transformers_version": "4.35.2",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-11/checkpoint-527/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bddbddc758726ab2519761f02cd590fb3543db75fe610fcef2a4ce987909fa4a
3
+ size 17549312
run-11/checkpoint-527/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2ddff0d4b0157c88e5f0fa613ac5646cc111078ac7eb9692fee0981d31e25eea
3
+ size 35123898
run-11/checkpoint-527/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:404cec57a6bbb572f62bd49cfe2447e0a3410a29e1c658f2617325852b27cc2d
3
+ size 14308
run-11/checkpoint-527/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:64d1e92737b1c40b6879dafde9a6a03924b060b2c5bd7c43ae7db208593b5715
3
+ size 1064
run-11/checkpoint-527/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
run-11/checkpoint-527/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-11/checkpoint-527/tokenizer_config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": true,
45
+ "cls_token": "[CLS]",
46
+ "do_basic_tokenize": true,
47
+ "do_lower_case": true,
48
+ "mask_token": "[MASK]",
49
+ "model_max_length": 512,
50
+ "never_split": null,
51
+ "pad_token": "[PAD]",
52
+ "sep_token": "[SEP]",
53
+ "strip_accents": null,
54
+ "tokenize_chinese_chars": true,
55
+ "tokenizer_class": "BertTokenizer",
56
+ "unk_token": "[UNK]"
57
+ }
run-11/checkpoint-527/trainer_state.json ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8188073394495413,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled\\run-11\\checkpoint-527",
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 527,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "learning_rate": 0.00018146994805344583,
14
+ "loss": 0.5299,
15
+ "step": 527
16
+ },
17
+ {
18
+ "epoch": 1.0,
19
+ "eval_accuracy": 0.8188073394495413,
20
+ "eval_loss": 0.5735568404197693,
21
+ "eval_runtime": 1.6581,
22
+ "eval_samples_per_second": 525.898,
23
+ "eval_steps_per_second": 4.222,
24
+ "step": 527
25
+ }
26
+ ],
27
+ "logging_steps": 500,
28
+ "max_steps": 4216,
29
+ "num_train_epochs": 8,
30
+ "save_steps": 500,
31
+ "total_flos": 8057768762220.0,
32
+ "trial_name": null,
33
+ "trial_params": {
34
+ "alpha": 0.7309291121922327,
35
+ "learning_rate": 0.00020739422634679522,
36
+ "num_train_epochs": 8,
37
+ "temperature": 2
38
+ }
39
+ }
run-11/checkpoint-527/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:145839f54a5a626f3e4088fabae28ecd1671f8911e84c67f5728017d401bb3fe
3
+ size 4664
run-11/checkpoint-527/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-4/checkpoint-3689/config.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 128,
11
+ "id2label": {
12
+ "0": "negative",
13
+ "1": "positive"
14
+ },
15
+ "initializer_range": 0.02,
16
+ "intermediate_size": 512,
17
+ "label2id": {
18
+ "negative": "0",
19
+ "positive": "1"
20
+ },
21
+ "layer_norm_eps": 1e-12,
22
+ "max_position_embeddings": 512,
23
+ "model_type": "bert",
24
+ "num_attention_heads": 2,
25
+ "num_hidden_layers": 2,
26
+ "pad_token_id": 0,
27
+ "position_embedding_type": "absolute",
28
+ "problem_type": "single_label_classification",
29
+ "torch_dtype": "float32",
30
+ "transformers_version": "4.35.2",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-4/checkpoint-3689/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d270933d1f7a2f3ab5b8c548524f593b1fcc8c6efbde84a51537533244d8ae53
3
+ size 17549312
run-4/checkpoint-3689/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d17e6a570fa4490799bdb2b084b981183c3ba9f5fc7138126e3b2108388428fe
3
+ size 35123898
run-4/checkpoint-3689/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dc20784aa2bd9699f06a4a044cc4eca9a0a372503deca38139c95e84a56ccd04
3
+ size 14308
run-4/checkpoint-3689/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:89ee490403b52ec61f9aee172bbca89dd4fcf153220b742aa0a54f3b7a4fda9b
3
+ size 1064
run-4/checkpoint-3689/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
run-4/checkpoint-3689/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-4/checkpoint-3689/tokenizer_config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": true,
45
+ "cls_token": "[CLS]",
46
+ "do_basic_tokenize": true,
47
+ "do_lower_case": true,
48
+ "mask_token": "[MASK]",
49
+ "model_max_length": 512,
50
+ "never_split": null,
51
+ "pad_token": "[PAD]",
52
+ "sep_token": "[SEP]",
53
+ "strip_accents": null,
54
+ "tokenize_chinese_chars": true,
55
+ "tokenizer_class": "BertTokenizer",
56
+ "unk_token": "[UNK]"
57
+ }
run-4/checkpoint-3689/trainer_state.json ADDED
@@ -0,0 +1,129 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8153669724770642,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled\\run-4\\checkpoint-2108",
4
+ "epoch": 7.0,
5
+ "eval_steps": 500,
6
+ "global_step": 3689,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "learning_rate": 0.0007279643676825285,
14
+ "loss": 0.7513,
15
+ "step": 527
16
+ },
17
+ {
18
+ "epoch": 1.0,
19
+ "eval_accuracy": 0.8027522935779816,
20
+ "eval_loss": 1.170225977897644,
21
+ "eval_runtime": 1.6351,
22
+ "eval_samples_per_second": 533.298,
23
+ "eval_steps_per_second": 4.281,
24
+ "step": 527
25
+ },
26
+ {
27
+ "epoch": 2.0,
28
+ "learning_rate": 0.0006066369730687738,
29
+ "loss": 0.3531,
30
+ "step": 1054
31
+ },
32
+ {
33
+ "epoch": 2.0,
34
+ "eval_accuracy": 0.8073394495412844,
35
+ "eval_loss": 1.2287049293518066,
36
+ "eval_runtime": 1.6382,
37
+ "eval_samples_per_second": 532.308,
38
+ "eval_steps_per_second": 4.273,
39
+ "step": 1054
40
+ },
41
+ {
42
+ "epoch": 3.0,
43
+ "learning_rate": 0.00048530957845501903,
44
+ "loss": 0.2311,
45
+ "step": 1581
46
+ },
47
+ {
48
+ "epoch": 3.0,
49
+ "eval_accuracy": 0.801605504587156,
50
+ "eval_loss": 1.2833977937698364,
51
+ "eval_runtime": 1.6336,
52
+ "eval_samples_per_second": 533.802,
53
+ "eval_steps_per_second": 4.285,
54
+ "step": 1581
55
+ },
56
+ {
57
+ "epoch": 4.0,
58
+ "learning_rate": 0.00036398218384126426,
59
+ "loss": 0.1731,
60
+ "step": 2108
61
+ },
62
+ {
63
+ "epoch": 4.0,
64
+ "eval_accuracy": 0.8153669724770642,
65
+ "eval_loss": 1.3028004169464111,
66
+ "eval_runtime": 1.6323,
67
+ "eval_samples_per_second": 534.225,
68
+ "eval_steps_per_second": 4.288,
69
+ "step": 2108
70
+ },
71
+ {
72
+ "epoch": 5.0,
73
+ "learning_rate": 0.00024265478922750952,
74
+ "loss": 0.136,
75
+ "step": 2635
76
+ },
77
+ {
78
+ "epoch": 5.0,
79
+ "eval_accuracy": 0.805045871559633,
80
+ "eval_loss": 1.2887948751449585,
81
+ "eval_runtime": 1.674,
82
+ "eval_samples_per_second": 520.907,
83
+ "eval_steps_per_second": 4.182,
84
+ "step": 2635
85
+ },
86
+ {
87
+ "epoch": 6.0,
88
+ "learning_rate": 0.00012132739461375476,
89
+ "loss": 0.108,
90
+ "step": 3162
91
+ },
92
+ {
93
+ "epoch": 6.0,
94
+ "eval_accuracy": 0.7970183486238532,
95
+ "eval_loss": 1.3281421661376953,
96
+ "eval_runtime": 1.6284,
97
+ "eval_samples_per_second": 535.501,
98
+ "eval_steps_per_second": 4.299,
99
+ "step": 3162
100
+ },
101
+ {
102
+ "epoch": 7.0,
103
+ "learning_rate": 0.0,
104
+ "loss": 0.0914,
105
+ "step": 3689
106
+ },
107
+ {
108
+ "epoch": 7.0,
109
+ "eval_accuracy": 0.8073394495412844,
110
+ "eval_loss": 1.3119972944259644,
111
+ "eval_runtime": 1.7109,
112
+ "eval_samples_per_second": 509.665,
113
+ "eval_steps_per_second": 4.091,
114
+ "step": 3689
115
+ }
116
+ ],
117
+ "logging_steps": 500,
118
+ "max_steps": 3689,
119
+ "num_train_epochs": 7,
120
+ "save_steps": 500,
121
+ "total_flos": 56626835675700.0,
122
+ "trial_name": null,
123
+ "trial_params": {
124
+ "alpha": 0.7163008839410834,
125
+ "learning_rate": 0.0008492917622962833,
126
+ "num_train_epochs": 7,
127
+ "temperature": 30
128
+ }
129
+ }
run-4/checkpoint-3689/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:52591f5d5a3100d6426c6ce052a4bb3e4ef93d3bc30c7e439e88ae3e16fc53de
3
+ size 4664
run-4/checkpoint-3689/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:52591f5d5a3100d6426c6ce052a4bb3e4ef93d3bc30c7e439e88ae3e16fc53de
3
  size 4664
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:145839f54a5a626f3e4088fabae28ecd1671f8911e84c67f5728017d401bb3fe
3
  size 4664