Sag1012 luucuong commited on
Commit
5571cd8
1 Parent(s): d01c6a8

Upload 8 files (#3)

Browse files

- Upload 8 files (d5f8c615072f5d89566950343d8761a5a1c20c8a)


Co-authored-by: Luu Thien Viet Cuong <[email protected]>

EncoderDecoder_3/config.json ADDED
@@ -0,0 +1,180 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "EncoderDecoderModel"
4
+ ],
5
+ "decoder": {
6
+ "_attn_implementation_autoset": true,
7
+ "_name_or_path": "vinai/bartpho-word",
8
+ "activation_dropout": 0.0,
9
+ "activation_function": "gelu",
10
+ "add_cross_attention": true,
11
+ "architectures": [
12
+ "MBartModel"
13
+ ],
14
+ "attention_dropout": 0.0,
15
+ "bad_words_ids": null,
16
+ "begin_suppress_tokens": null,
17
+ "bos_token_id": 0,
18
+ "chunk_size_feed_forward": 0,
19
+ "classifier_dropout": 0.0,
20
+ "cross_attention_hidden_size": null,
21
+ "d_model": 1024,
22
+ "decoder_attention_heads": 16,
23
+ "decoder_ffn_dim": 4096,
24
+ "decoder_layerdrop": 0.0,
25
+ "decoder_layers": 12,
26
+ "decoder_start_token_id": 2,
27
+ "diversity_penalty": 0.0,
28
+ "do_sample": false,
29
+ "dropout": 0.1,
30
+ "early_stopping": false,
31
+ "encoder_attention_heads": 16,
32
+ "encoder_ffn_dim": 4096,
33
+ "encoder_layerdrop": 0.0,
34
+ "encoder_layers": 12,
35
+ "encoder_no_repeat_ngram_size": 0,
36
+ "eos_token_id": 2,
37
+ "exponential_decay_length_penalty": null,
38
+ "finetuning_task": null,
39
+ "forced_bos_token_id": null,
40
+ "forced_eos_token_id": 2,
41
+ "gradient_checkpointing": false,
42
+ "id2label": {
43
+ "0": "LABEL_0",
44
+ "1": "LABEL_1"
45
+ },
46
+ "init_std": 0.02,
47
+ "is_decoder": true,
48
+ "is_encoder_decoder": false,
49
+ "label2id": {
50
+ "LABEL_0": 0,
51
+ "LABEL_1": 1
52
+ },
53
+ "length_penalty": 1.0,
54
+ "max_length": 20,
55
+ "max_position_embeddings": 1024,
56
+ "min_length": 0,
57
+ "model_type": "mbart",
58
+ "no_repeat_ngram_size": 0,
59
+ "num_beam_groups": 1,
60
+ "num_beams": 1,
61
+ "num_hidden_layers": 12,
62
+ "num_return_sequences": 1,
63
+ "output_attentions": false,
64
+ "output_hidden_states": false,
65
+ "output_scores": false,
66
+ "pad_token_id": 1,
67
+ "prefix": null,
68
+ "problem_type": null,
69
+ "pruned_heads": {},
70
+ "remove_invalid_values": false,
71
+ "repetition_penalty": 1.0,
72
+ "return_dict": true,
73
+ "return_dict_in_generate": false,
74
+ "scale_embedding": false,
75
+ "sep_token_id": null,
76
+ "suppress_tokens": null,
77
+ "task_specific_params": null,
78
+ "temperature": 1.0,
79
+ "tf_legacy_loss": false,
80
+ "tie_encoder_decoder": false,
81
+ "tie_word_embeddings": true,
82
+ "tokenizer_class": "PhobertTokenizer",
83
+ "top_k": 50,
84
+ "top_p": 1.0,
85
+ "torch_dtype": "float32",
86
+ "torchscript": false,
87
+ "typical_p": 1.0,
88
+ "use_bfloat16": false,
89
+ "use_cache": true,
90
+ "vocab_size": 64001
91
+ },
92
+ "decoder_start_token_id": 0,
93
+ "encoder": {
94
+ "_attn_implementation_autoset": true,
95
+ "_name_or_path": "bert-base-uncased",
96
+ "add_cross_attention": false,
97
+ "architectures": [
98
+ "BertForMaskedLM"
99
+ ],
100
+ "attention_probs_dropout_prob": 0.1,
101
+ "bad_words_ids": null,
102
+ "begin_suppress_tokens": null,
103
+ "bos_token_id": null,
104
+ "chunk_size_feed_forward": 0,
105
+ "classifier_dropout": null,
106
+ "cross_attention_hidden_size": null,
107
+ "decoder_start_token_id": null,
108
+ "diversity_penalty": 0.0,
109
+ "do_sample": false,
110
+ "early_stopping": false,
111
+ "encoder_no_repeat_ngram_size": 0,
112
+ "eos_token_id": null,
113
+ "exponential_decay_length_penalty": null,
114
+ "finetuning_task": null,
115
+ "forced_bos_token_id": null,
116
+ "forced_eos_token_id": null,
117
+ "gradient_checkpointing": false,
118
+ "hidden_act": "gelu",
119
+ "hidden_dropout_prob": 0.1,
120
+ "hidden_size": 768,
121
+ "id2label": {
122
+ "0": "LABEL_0",
123
+ "1": "LABEL_1"
124
+ },
125
+ "initializer_range": 0.02,
126
+ "intermediate_size": 3072,
127
+ "is_decoder": false,
128
+ "is_encoder_decoder": false,
129
+ "label2id": {
130
+ "LABEL_0": 0,
131
+ "LABEL_1": 1
132
+ },
133
+ "layer_norm_eps": 1e-12,
134
+ "length_penalty": 1.0,
135
+ "max_length": 20,
136
+ "max_position_embeddings": 512,
137
+ "min_length": 0,
138
+ "model_type": "bert",
139
+ "no_repeat_ngram_size": 0,
140
+ "num_attention_heads": 12,
141
+ "num_beam_groups": 1,
142
+ "num_beams": 1,
143
+ "num_hidden_layers": 12,
144
+ "num_return_sequences": 1,
145
+ "output_attentions": false,
146
+ "output_hidden_states": false,
147
+ "output_scores": false,
148
+ "pad_token_id": 0,
149
+ "position_embedding_type": "absolute",
150
+ "prefix": null,
151
+ "problem_type": null,
152
+ "pruned_heads": {},
153
+ "remove_invalid_values": false,
154
+ "repetition_penalty": 1.0,
155
+ "return_dict": true,
156
+ "return_dict_in_generate": false,
157
+ "sep_token_id": null,
158
+ "suppress_tokens": null,
159
+ "task_specific_params": null,
160
+ "temperature": 1.0,
161
+ "tf_legacy_loss": false,
162
+ "tie_encoder_decoder": false,
163
+ "tie_word_embeddings": true,
164
+ "tokenizer_class": null,
165
+ "top_k": 50,
166
+ "top_p": 1.0,
167
+ "torch_dtype": null,
168
+ "torchscript": false,
169
+ "type_vocab_size": 2,
170
+ "typical_p": 1.0,
171
+ "use_bfloat16": false,
172
+ "use_cache": true,
173
+ "vocab_size": 30522
174
+ },
175
+ "is_encoder_decoder": true,
176
+ "model_type": "encoder-decoder",
177
+ "pad_token_id": 1,
178
+ "torch_dtype": "float32",
179
+ "transformers_version": "4.46.3"
180
+ }
EncoderDecoder_3/generation_config.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 0,
3
+ "decoder_start_token_id": 2,
4
+ "eos_token_id": 2,
5
+ "forced_eos_token_id": 2,
6
+ "pad_token_id": 1,
7
+ "transformers_version": "4.46.3"
8
+ }
EncoderDecoder_3/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e5fbec0c7e231d6635027c4c3a0a2447c230c5447625324b4d5a87084598fcbc
3
+ size 1513750720
EncoderDecoder_3/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fd8ec5f9d8d843b365c724506f3fe4236efb49d3534c5c544c7d021f0d7f596b
3
+ size 3023080673
EncoderDecoder_3/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:851107b0b3e7e5e8ba0aa4fc490d8e041d95a3549b556aad7472eed32f04527d
3
+ size 14244
EncoderDecoder_3/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:85c63a87a59ffa140e5921aa42b7ed28d9b1aebaac99447aa944eeeae12fe1d5
3
+ size 1064
EncoderDecoder_3/trainer_state.json ADDED
@@ -0,0 +1,1129 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 30.0,
5
+ "eval_steps": 500,
6
+ "global_step": 55860,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.26852846401718583,
13
+ "grad_norm": 5.849491596221924,
14
+ "learning_rate": 4.955245255997136e-05,
15
+ "loss": 3.8311,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 0.5370569280343717,
20
+ "grad_norm": 5.955765247344971,
21
+ "learning_rate": 4.9104905119942717e-05,
22
+ "loss": 3.0732,
23
+ "step": 1000
24
+ },
25
+ {
26
+ "epoch": 0.8055853920515574,
27
+ "grad_norm": 6.657278537750244,
28
+ "learning_rate": 4.8657357679914074e-05,
29
+ "loss": 2.7161,
30
+ "step": 1500
31
+ },
32
+ {
33
+ "epoch": 1.0,
34
+ "eval_loss": 2.284536838531494,
35
+ "eval_rouge2_fmeasure": 0.3144,
36
+ "eval_rouge2_precision": 0.3144,
37
+ "eval_rouge2_recall": 0.3144,
38
+ "eval_runtime": 108.4134,
39
+ "eval_samples_per_second": 44.155,
40
+ "eval_steps_per_second": 2.767,
41
+ "step": 1862
42
+ },
43
+ {
44
+ "epoch": 1.0741138560687433,
45
+ "grad_norm": 6.813873767852783,
46
+ "learning_rate": 4.820981023988543e-05,
47
+ "loss": 2.3742,
48
+ "step": 2000
49
+ },
50
+ {
51
+ "epoch": 1.342642320085929,
52
+ "grad_norm": 6.493252754211426,
53
+ "learning_rate": 4.776226279985679e-05,
54
+ "loss": 1.9193,
55
+ "step": 2500
56
+ },
57
+ {
58
+ "epoch": 1.6111707841031149,
59
+ "grad_norm": 7.747920989990234,
60
+ "learning_rate": 4.7314715359828145e-05,
61
+ "loss": 1.9001,
62
+ "step": 3000
63
+ },
64
+ {
65
+ "epoch": 1.8796992481203008,
66
+ "grad_norm": 6.069449424743652,
67
+ "learning_rate": 4.6867167919799495e-05,
68
+ "loss": 1.8676,
69
+ "step": 3500
70
+ },
71
+ {
72
+ "epoch": 2.0,
73
+ "eval_loss": 2.0997378826141357,
74
+ "eval_rouge2_fmeasure": 0.352,
75
+ "eval_rouge2_precision": 0.352,
76
+ "eval_rouge2_recall": 0.352,
77
+ "eval_runtime": 110.0345,
78
+ "eval_samples_per_second": 43.505,
79
+ "eval_steps_per_second": 2.726,
80
+ "step": 3724
81
+ },
82
+ {
83
+ "epoch": 2.1482277121374866,
84
+ "grad_norm": 6.031770706176758,
85
+ "learning_rate": 4.641962047977086e-05,
86
+ "loss": 1.511,
87
+ "step": 4000
88
+ },
89
+ {
90
+ "epoch": 2.4167561761546725,
91
+ "grad_norm": 6.697205543518066,
92
+ "learning_rate": 4.5972073039742216e-05,
93
+ "loss": 1.2827,
94
+ "step": 4500
95
+ },
96
+ {
97
+ "epoch": 2.685284640171858,
98
+ "grad_norm": 7.0569071769714355,
99
+ "learning_rate": 4.552452559971357e-05,
100
+ "loss": 1.3136,
101
+ "step": 5000
102
+ },
103
+ {
104
+ "epoch": 2.9538131041890443,
105
+ "grad_norm": 6.0844526290893555,
106
+ "learning_rate": 4.507697815968493e-05,
107
+ "loss": 1.3387,
108
+ "step": 5500
109
+ },
110
+ {
111
+ "epoch": 3.0,
112
+ "eval_loss": 2.111859083175659,
113
+ "eval_rouge2_fmeasure": 0.3545,
114
+ "eval_rouge2_precision": 0.3545,
115
+ "eval_rouge2_recall": 0.3545,
116
+ "eval_runtime": 108.6339,
117
+ "eval_samples_per_second": 44.065,
118
+ "eval_steps_per_second": 2.762,
119
+ "step": 5586
120
+ },
121
+ {
122
+ "epoch": 3.2223415682062297,
123
+ "grad_norm": 5.514146327972412,
124
+ "learning_rate": 4.462943071965629e-05,
125
+ "loss": 0.9052,
126
+ "step": 6000
127
+ },
128
+ {
129
+ "epoch": 3.4908700322234156,
130
+ "grad_norm": 6.395975112915039,
131
+ "learning_rate": 4.4181883279627644e-05,
132
+ "loss": 0.866,
133
+ "step": 6500
134
+ },
135
+ {
136
+ "epoch": 3.7593984962406015,
137
+ "grad_norm": 6.1064348220825195,
138
+ "learning_rate": 4.3734335839599e-05,
139
+ "loss": 0.8991,
140
+ "step": 7000
141
+ },
142
+ {
143
+ "epoch": 4.0,
144
+ "eval_loss": 2.1967225074768066,
145
+ "eval_rouge2_fmeasure": 0.3531,
146
+ "eval_rouge2_precision": 0.3531,
147
+ "eval_rouge2_recall": 0.3531,
148
+ "eval_runtime": 108.9474,
149
+ "eval_samples_per_second": 43.939,
150
+ "eval_steps_per_second": 2.754,
151
+ "step": 7448
152
+ },
153
+ {
154
+ "epoch": 4.027926960257787,
155
+ "grad_norm": 5.5337700843811035,
156
+ "learning_rate": 4.328678839957035e-05,
157
+ "loss": 0.89,
158
+ "step": 7500
159
+ },
160
+ {
161
+ "epoch": 4.296455424274973,
162
+ "grad_norm": 5.39340353012085,
163
+ "learning_rate": 4.2839240959541715e-05,
164
+ "loss": 0.539,
165
+ "step": 8000
166
+ },
167
+ {
168
+ "epoch": 4.564983888292159,
169
+ "grad_norm": 6.1959967613220215,
170
+ "learning_rate": 4.239169351951307e-05,
171
+ "loss": 0.5854,
172
+ "step": 8500
173
+ },
174
+ {
175
+ "epoch": 4.833512352309345,
176
+ "grad_norm": 6.185136795043945,
177
+ "learning_rate": 4.194414607948442e-05,
178
+ "loss": 0.6131,
179
+ "step": 9000
180
+ },
181
+ {
182
+ "epoch": 5.0,
183
+ "eval_loss": 2.305931806564331,
184
+ "eval_rouge2_fmeasure": 0.3538,
185
+ "eval_rouge2_precision": 0.3538,
186
+ "eval_rouge2_recall": 0.3538,
187
+ "eval_runtime": 108.7292,
188
+ "eval_samples_per_second": 44.027,
189
+ "eval_steps_per_second": 2.759,
190
+ "step": 9310
191
+ },
192
+ {
193
+ "epoch": 5.1020408163265305,
194
+ "grad_norm": 3.842778205871582,
195
+ "learning_rate": 4.149659863945579e-05,
196
+ "loss": 0.5237,
197
+ "step": 9500
198
+ },
199
+ {
200
+ "epoch": 5.370569280343717,
201
+ "grad_norm": 4.404533863067627,
202
+ "learning_rate": 4.1049051199427144e-05,
203
+ "loss": 0.3687,
204
+ "step": 10000
205
+ },
206
+ {
207
+ "epoch": 5.639097744360902,
208
+ "grad_norm": 5.195127487182617,
209
+ "learning_rate": 4.0601503759398494e-05,
210
+ "loss": 0.3907,
211
+ "step": 10500
212
+ },
213
+ {
214
+ "epoch": 5.907626208378088,
215
+ "grad_norm": 5.097487926483154,
216
+ "learning_rate": 4.015395631936986e-05,
217
+ "loss": 0.4204,
218
+ "step": 11000
219
+ },
220
+ {
221
+ "epoch": 6.0,
222
+ "eval_loss": 2.4349613189697266,
223
+ "eval_rouge2_fmeasure": 0.3489,
224
+ "eval_rouge2_precision": 0.3489,
225
+ "eval_rouge2_recall": 0.3489,
226
+ "eval_runtime": 108.5656,
227
+ "eval_samples_per_second": 44.093,
228
+ "eval_steps_per_second": 2.763,
229
+ "step": 11172
230
+ },
231
+ {
232
+ "epoch": 6.176154672395274,
233
+ "grad_norm": 4.235614776611328,
234
+ "learning_rate": 3.970640887934121e-05,
235
+ "loss": 0.3066,
236
+ "step": 11500
237
+ },
238
+ {
239
+ "epoch": 6.4446831364124595,
240
+ "grad_norm": 4.217000961303711,
241
+ "learning_rate": 3.9258861439312565e-05,
242
+ "loss": 0.2646,
243
+ "step": 12000
244
+ },
245
+ {
246
+ "epoch": 6.713211600429646,
247
+ "grad_norm": 3.1819193363189697,
248
+ "learning_rate": 3.881131399928393e-05,
249
+ "loss": 0.2797,
250
+ "step": 12500
251
+ },
252
+ {
253
+ "epoch": 6.981740064446831,
254
+ "grad_norm": 4.56110954284668,
255
+ "learning_rate": 3.836376655925528e-05,
256
+ "loss": 0.2933,
257
+ "step": 13000
258
+ },
259
+ {
260
+ "epoch": 7.0,
261
+ "eval_loss": 2.5125792026519775,
262
+ "eval_rouge2_fmeasure": 0.3476,
263
+ "eval_rouge2_precision": 0.3476,
264
+ "eval_rouge2_recall": 0.3476,
265
+ "eval_runtime": 108.9982,
266
+ "eval_samples_per_second": 43.918,
267
+ "eval_steps_per_second": 2.752,
268
+ "step": 13034
269
+ },
270
+ {
271
+ "epoch": 7.250268528464018,
272
+ "grad_norm": 3.549121856689453,
273
+ "learning_rate": 3.791621911922664e-05,
274
+ "loss": 0.1865,
275
+ "step": 13500
276
+ },
277
+ {
278
+ "epoch": 7.518796992481203,
279
+ "grad_norm": 3.6021695137023926,
280
+ "learning_rate": 3.7468671679198e-05,
281
+ "loss": 0.194,
282
+ "step": 14000
283
+ },
284
+ {
285
+ "epoch": 7.7873254564983885,
286
+ "grad_norm": 4.42069149017334,
287
+ "learning_rate": 3.702112423916935e-05,
288
+ "loss": 0.2065,
289
+ "step": 14500
290
+ },
291
+ {
292
+ "epoch": 8.0,
293
+ "eval_loss": 2.6083967685699463,
294
+ "eval_rouge2_fmeasure": 0.3468,
295
+ "eval_rouge2_precision": 0.3468,
296
+ "eval_rouge2_recall": 0.3468,
297
+ "eval_runtime": 108.8525,
298
+ "eval_samples_per_second": 43.977,
299
+ "eval_steps_per_second": 2.756,
300
+ "step": 14896
301
+ },
302
+ {
303
+ "epoch": 8.055853920515574,
304
+ "grad_norm": 3.3351027965545654,
305
+ "learning_rate": 3.6573576799140714e-05,
306
+ "loss": 0.1976,
307
+ "step": 15000
308
+ },
309
+ {
310
+ "epoch": 8.324382384532761,
311
+ "grad_norm": 4.0378007888793945,
312
+ "learning_rate": 3.6126029359112065e-05,
313
+ "loss": 0.1395,
314
+ "step": 15500
315
+ },
316
+ {
317
+ "epoch": 8.592910848549947,
318
+ "grad_norm": 4.384516716003418,
319
+ "learning_rate": 3.567848191908342e-05,
320
+ "loss": 0.1485,
321
+ "step": 16000
322
+ },
323
+ {
324
+ "epoch": 8.861439312567132,
325
+ "grad_norm": 3.7494637966156006,
326
+ "learning_rate": 3.5230934479054786e-05,
327
+ "loss": 0.1555,
328
+ "step": 16500
329
+ },
330
+ {
331
+ "epoch": 9.0,
332
+ "eval_loss": 2.697331428527832,
333
+ "eval_rouge2_fmeasure": 0.345,
334
+ "eval_rouge2_precision": 0.345,
335
+ "eval_rouge2_recall": 0.345,
336
+ "eval_runtime": 108.5316,
337
+ "eval_samples_per_second": 44.107,
338
+ "eval_steps_per_second": 2.764,
339
+ "step": 16758
340
+ },
341
+ {
342
+ "epoch": 9.129967776584317,
343
+ "grad_norm": 2.9512407779693604,
344
+ "learning_rate": 3.4783387039026136e-05,
345
+ "loss": 0.1341,
346
+ "step": 17000
347
+ },
348
+ {
349
+ "epoch": 9.398496240601503,
350
+ "grad_norm": 2.6564815044403076,
351
+ "learning_rate": 3.433583959899749e-05,
352
+ "loss": 0.1092,
353
+ "step": 17500
354
+ },
355
+ {
356
+ "epoch": 9.66702470461869,
357
+ "grad_norm": 2.2893385887145996,
358
+ "learning_rate": 3.388829215896886e-05,
359
+ "loss": 0.1169,
360
+ "step": 18000
361
+ },
362
+ {
363
+ "epoch": 9.935553168635876,
364
+ "grad_norm": 4.070418834686279,
365
+ "learning_rate": 3.344074471894021e-05,
366
+ "loss": 0.1207,
367
+ "step": 18500
368
+ },
369
+ {
370
+ "epoch": 10.0,
371
+ "eval_loss": 2.7456772327423096,
372
+ "eval_rouge2_fmeasure": 0.3462,
373
+ "eval_rouge2_precision": 0.3462,
374
+ "eval_rouge2_recall": 0.3462,
375
+ "eval_runtime": 108.495,
376
+ "eval_samples_per_second": 44.122,
377
+ "eval_steps_per_second": 2.765,
378
+ "step": 18620
379
+ },
380
+ {
381
+ "epoch": 10.204081632653061,
382
+ "grad_norm": 2.9593915939331055,
383
+ "learning_rate": 3.2993197278911564e-05,
384
+ "loss": 0.0937,
385
+ "step": 19000
386
+ },
387
+ {
388
+ "epoch": 10.472610096670246,
389
+ "grad_norm": 3.2143216133117676,
390
+ "learning_rate": 3.254564983888292e-05,
391
+ "loss": 0.0905,
392
+ "step": 19500
393
+ },
394
+ {
395
+ "epoch": 10.741138560687434,
396
+ "grad_norm": 3.0030126571655273,
397
+ "learning_rate": 3.209810239885428e-05,
398
+ "loss": 0.0942,
399
+ "step": 20000
400
+ },
401
+ {
402
+ "epoch": 11.0,
403
+ "eval_loss": 2.8160953521728516,
404
+ "eval_rouge2_fmeasure": 0.3516,
405
+ "eval_rouge2_precision": 0.3516,
406
+ "eval_rouge2_recall": 0.3516,
407
+ "eval_runtime": 108.5954,
408
+ "eval_samples_per_second": 44.081,
409
+ "eval_steps_per_second": 2.763,
410
+ "step": 20482
411
+ },
412
+ {
413
+ "epoch": 11.009667024704619,
414
+ "grad_norm": 2.6557607650756836,
415
+ "learning_rate": 3.1650554958825635e-05,
416
+ "loss": 0.0966,
417
+ "step": 20500
418
+ },
419
+ {
420
+ "epoch": 11.278195488721805,
421
+ "grad_norm": 2.9481875896453857,
422
+ "learning_rate": 3.120300751879699e-05,
423
+ "loss": 0.0701,
424
+ "step": 21000
425
+ },
426
+ {
427
+ "epoch": 11.54672395273899,
428
+ "grad_norm": 2.3334264755249023,
429
+ "learning_rate": 3.075546007876835e-05,
430
+ "loss": 0.0733,
431
+ "step": 21500
432
+ },
433
+ {
434
+ "epoch": 11.815252416756175,
435
+ "grad_norm": 2.348362684249878,
436
+ "learning_rate": 3.030791263873971e-05,
437
+ "loss": 0.0793,
438
+ "step": 22000
439
+ },
440
+ {
441
+ "epoch": 12.0,
442
+ "eval_loss": 2.861933708190918,
443
+ "eval_rouge2_fmeasure": 0.351,
444
+ "eval_rouge2_precision": 0.351,
445
+ "eval_rouge2_recall": 0.351,
446
+ "eval_runtime": 109.2797,
447
+ "eval_samples_per_second": 43.805,
448
+ "eval_steps_per_second": 2.745,
449
+ "step": 22344
450
+ },
451
+ {
452
+ "epoch": 12.083780880773363,
453
+ "grad_norm": 3.213848352432251,
454
+ "learning_rate": 2.9860365198711067e-05,
455
+ "loss": 0.0714,
456
+ "step": 22500
457
+ },
458
+ {
459
+ "epoch": 12.352309344790548,
460
+ "grad_norm": 2.3654093742370605,
461
+ "learning_rate": 2.941281775868242e-05,
462
+ "loss": 0.0585,
463
+ "step": 23000
464
+ },
465
+ {
466
+ "epoch": 12.620837808807734,
467
+ "grad_norm": 3.389200448989868,
468
+ "learning_rate": 2.896527031865378e-05,
469
+ "loss": 0.0616,
470
+ "step": 23500
471
+ },
472
+ {
473
+ "epoch": 12.889366272824919,
474
+ "grad_norm": 2.646812915802002,
475
+ "learning_rate": 2.8517722878625135e-05,
476
+ "loss": 0.0651,
477
+ "step": 24000
478
+ },
479
+ {
480
+ "epoch": 13.0,
481
+ "eval_loss": 2.9142892360687256,
482
+ "eval_rouge2_fmeasure": 0.3507,
483
+ "eval_rouge2_precision": 0.3507,
484
+ "eval_rouge2_recall": 0.3507,
485
+ "eval_runtime": 109.4829,
486
+ "eval_samples_per_second": 43.724,
487
+ "eval_steps_per_second": 2.74,
488
+ "step": 24206
489
+ },
490
+ {
491
+ "epoch": 13.157894736842104,
492
+ "grad_norm": 1.8852452039718628,
493
+ "learning_rate": 2.8070175438596492e-05,
494
+ "loss": 0.0552,
495
+ "step": 24500
496
+ },
497
+ {
498
+ "epoch": 13.426423200859292,
499
+ "grad_norm": 3.123187780380249,
500
+ "learning_rate": 2.7622627998567852e-05,
501
+ "loss": 0.0503,
502
+ "step": 25000
503
+ },
504
+ {
505
+ "epoch": 13.694951664876477,
506
+ "grad_norm": 3.341310739517212,
507
+ "learning_rate": 2.7175080558539206e-05,
508
+ "loss": 0.0527,
509
+ "step": 25500
510
+ },
511
+ {
512
+ "epoch": 13.963480128893663,
513
+ "grad_norm": 1.7806404829025269,
514
+ "learning_rate": 2.6727533118510563e-05,
515
+ "loss": 0.0532,
516
+ "step": 26000
517
+ },
518
+ {
519
+ "epoch": 14.0,
520
+ "eval_loss": 2.962496042251587,
521
+ "eval_rouge2_fmeasure": 0.3549,
522
+ "eval_rouge2_precision": 0.3549,
523
+ "eval_rouge2_recall": 0.3549,
524
+ "eval_runtime": 108.8902,
525
+ "eval_samples_per_second": 43.962,
526
+ "eval_steps_per_second": 2.755,
527
+ "step": 26068
528
+ },
529
+ {
530
+ "epoch": 14.232008592910848,
531
+ "grad_norm": 1.865723967552185,
532
+ "learning_rate": 2.6279985678481924e-05,
533
+ "loss": 0.044,
534
+ "step": 26500
535
+ },
536
+ {
537
+ "epoch": 14.500537056928035,
538
+ "grad_norm": 2.5559322834014893,
539
+ "learning_rate": 2.5832438238453277e-05,
540
+ "loss": 0.0422,
541
+ "step": 27000
542
+ },
543
+ {
544
+ "epoch": 14.76906552094522,
545
+ "grad_norm": 2.9102725982666016,
546
+ "learning_rate": 2.538489079842463e-05,
547
+ "loss": 0.0428,
548
+ "step": 27500
549
+ },
550
+ {
551
+ "epoch": 15.0,
552
+ "eval_loss": 2.9846532344818115,
553
+ "eval_rouge2_fmeasure": 0.351,
554
+ "eval_rouge2_precision": 0.351,
555
+ "eval_rouge2_recall": 0.351,
556
+ "eval_runtime": 108.8716,
557
+ "eval_samples_per_second": 43.969,
558
+ "eval_steps_per_second": 2.756,
559
+ "step": 27930
560
+ },
561
+ {
562
+ "epoch": 15.037593984962406,
563
+ "grad_norm": 1.985103726387024,
564
+ "learning_rate": 2.493734335839599e-05,
565
+ "loss": 0.0461,
566
+ "step": 28000
567
+ },
568
+ {
569
+ "epoch": 15.306122448979592,
570
+ "grad_norm": 2.463585138320923,
571
+ "learning_rate": 2.448979591836735e-05,
572
+ "loss": 0.0366,
573
+ "step": 28500
574
+ },
575
+ {
576
+ "epoch": 15.574650912996777,
577
+ "grad_norm": 1.7706794738769531,
578
+ "learning_rate": 2.4042248478338705e-05,
579
+ "loss": 0.0357,
580
+ "step": 29000
581
+ },
582
+ {
583
+ "epoch": 15.843179377013964,
584
+ "grad_norm": 1.8243809938430786,
585
+ "learning_rate": 2.3594701038310063e-05,
586
+ "loss": 0.0361,
587
+ "step": 29500
588
+ },
589
+ {
590
+ "epoch": 16.0,
591
+ "eval_loss": 3.0359654426574707,
592
+ "eval_rouge2_fmeasure": 0.3542,
593
+ "eval_rouge2_precision": 0.3542,
594
+ "eval_rouge2_recall": 0.3542,
595
+ "eval_runtime": 108.0792,
596
+ "eval_samples_per_second": 44.292,
597
+ "eval_steps_per_second": 2.776,
598
+ "step": 29792
599
+ },
600
+ {
601
+ "epoch": 16.111707841031148,
602
+ "grad_norm": 1.5588297843933105,
603
+ "learning_rate": 2.314715359828142e-05,
604
+ "loss": 0.0335,
605
+ "step": 30000
606
+ },
607
+ {
608
+ "epoch": 16.380236305048335,
609
+ "grad_norm": 2.016108274459839,
610
+ "learning_rate": 2.2699606158252777e-05,
611
+ "loss": 0.0294,
612
+ "step": 30500
613
+ },
614
+ {
615
+ "epoch": 16.648764769065522,
616
+ "grad_norm": 2.35304594039917,
617
+ "learning_rate": 2.2252058718224134e-05,
618
+ "loss": 0.0317,
619
+ "step": 31000
620
+ },
621
+ {
622
+ "epoch": 16.917293233082706,
623
+ "grad_norm": 1.6884231567382812,
624
+ "learning_rate": 2.1804511278195487e-05,
625
+ "loss": 0.0311,
626
+ "step": 31500
627
+ },
628
+ {
629
+ "epoch": 17.0,
630
+ "eval_loss": 3.0791501998901367,
631
+ "eval_rouge2_fmeasure": 0.3557,
632
+ "eval_rouge2_precision": 0.3557,
633
+ "eval_rouge2_recall": 0.3557,
634
+ "eval_runtime": 108.4852,
635
+ "eval_samples_per_second": 44.126,
636
+ "eval_steps_per_second": 2.765,
637
+ "step": 31654
638
+ },
639
+ {
640
+ "epoch": 17.185821697099893,
641
+ "grad_norm": 2.347106695175171,
642
+ "learning_rate": 2.1356963838166848e-05,
643
+ "loss": 0.026,
644
+ "step": 32000
645
+ },
646
+ {
647
+ "epoch": 17.454350161117077,
648
+ "grad_norm": 3.1584882736206055,
649
+ "learning_rate": 2.0909416398138205e-05,
650
+ "loss": 0.0265,
651
+ "step": 32500
652
+ },
653
+ {
654
+ "epoch": 17.722878625134264,
655
+ "grad_norm": 1.6716469526290894,
656
+ "learning_rate": 2.0461868958109562e-05,
657
+ "loss": 0.0251,
658
+ "step": 33000
659
+ },
660
+ {
661
+ "epoch": 17.99140708915145,
662
+ "grad_norm": 1.3004461526870728,
663
+ "learning_rate": 2.0014321518080916e-05,
664
+ "loss": 0.0255,
665
+ "step": 33500
666
+ },
667
+ {
668
+ "epoch": 18.0,
669
+ "eval_loss": 3.0882503986358643,
670
+ "eval_rouge2_fmeasure": 0.353,
671
+ "eval_rouge2_precision": 0.353,
672
+ "eval_rouge2_recall": 0.353,
673
+ "eval_runtime": 108.6282,
674
+ "eval_samples_per_second": 44.068,
675
+ "eval_steps_per_second": 2.762,
676
+ "step": 33516
677
+ },
678
+ {
679
+ "epoch": 18.259935553168635,
680
+ "grad_norm": 0.8307426571846008,
681
+ "learning_rate": 1.9566774078052276e-05,
682
+ "loss": 0.0218,
683
+ "step": 34000
684
+ },
685
+ {
686
+ "epoch": 18.528464017185822,
687
+ "grad_norm": 1.7560513019561768,
688
+ "learning_rate": 1.9119226638023633e-05,
689
+ "loss": 0.0209,
690
+ "step": 34500
691
+ },
692
+ {
693
+ "epoch": 18.796992481203006,
694
+ "grad_norm": 1.8823086023330688,
695
+ "learning_rate": 1.8671679197994987e-05,
696
+ "loss": 0.0217,
697
+ "step": 35000
698
+ },
699
+ {
700
+ "epoch": 19.0,
701
+ "eval_loss": 3.1189284324645996,
702
+ "eval_rouge2_fmeasure": 0.3525,
703
+ "eval_rouge2_precision": 0.3525,
704
+ "eval_rouge2_recall": 0.3525,
705
+ "eval_runtime": 108.8718,
706
+ "eval_samples_per_second": 43.969,
707
+ "eval_steps_per_second": 2.756,
708
+ "step": 35378
709
+ },
710
+ {
711
+ "epoch": 19.065520945220193,
712
+ "grad_norm": 2.705395460128784,
713
+ "learning_rate": 1.8224131757966344e-05,
714
+ "loss": 0.0211,
715
+ "step": 35500
716
+ },
717
+ {
718
+ "epoch": 19.33404940923738,
719
+ "grad_norm": 0.777070164680481,
720
+ "learning_rate": 1.7776584317937704e-05,
721
+ "loss": 0.0171,
722
+ "step": 36000
723
+ },
724
+ {
725
+ "epoch": 19.602577873254564,
726
+ "grad_norm": 0.8922987580299377,
727
+ "learning_rate": 1.7329036877909058e-05,
728
+ "loss": 0.0194,
729
+ "step": 36500
730
+ },
731
+ {
732
+ "epoch": 19.87110633727175,
733
+ "grad_norm": 1.2800770998001099,
734
+ "learning_rate": 1.6881489437880415e-05,
735
+ "loss": 0.0182,
736
+ "step": 37000
737
+ },
738
+ {
739
+ "epoch": 20.0,
740
+ "eval_loss": 3.1534199714660645,
741
+ "eval_rouge2_fmeasure": 0.3553,
742
+ "eval_rouge2_precision": 0.3553,
743
+ "eval_rouge2_recall": 0.3553,
744
+ "eval_runtime": 108.9674,
745
+ "eval_samples_per_second": 43.931,
746
+ "eval_steps_per_second": 2.753,
747
+ "step": 37240
748
+ },
749
+ {
750
+ "epoch": 20.13963480128894,
751
+ "grad_norm": 0.7617535591125488,
752
+ "learning_rate": 1.6433941997851772e-05,
753
+ "loss": 0.0159,
754
+ "step": 37500
755
+ },
756
+ {
757
+ "epoch": 20.408163265306122,
758
+ "grad_norm": 1.3193833827972412,
759
+ "learning_rate": 1.5986394557823133e-05,
760
+ "loss": 0.0141,
761
+ "step": 38000
762
+ },
763
+ {
764
+ "epoch": 20.67669172932331,
765
+ "grad_norm": 0.7571066617965698,
766
+ "learning_rate": 1.5538847117794486e-05,
767
+ "loss": 0.0151,
768
+ "step": 38500
769
+ },
770
+ {
771
+ "epoch": 20.945220193340493,
772
+ "grad_norm": 0.3401932418346405,
773
+ "learning_rate": 1.5091299677765843e-05,
774
+ "loss": 0.0155,
775
+ "step": 39000
776
+ },
777
+ {
778
+ "epoch": 21.0,
779
+ "eval_loss": 3.1899983882904053,
780
+ "eval_rouge2_fmeasure": 0.3573,
781
+ "eval_rouge2_precision": 0.3573,
782
+ "eval_rouge2_recall": 0.3573,
783
+ "eval_runtime": 108.6672,
784
+ "eval_samples_per_second": 44.052,
785
+ "eval_steps_per_second": 2.761,
786
+ "step": 39102
787
+ },
788
+ {
789
+ "epoch": 21.21374865735768,
790
+ "grad_norm": 0.29092851281166077,
791
+ "learning_rate": 1.4643752237737202e-05,
792
+ "loss": 0.0122,
793
+ "step": 39500
794
+ },
795
+ {
796
+ "epoch": 21.482277121374867,
797
+ "grad_norm": 1.4362056255340576,
798
+ "learning_rate": 1.4196204797708556e-05,
799
+ "loss": 0.0122,
800
+ "step": 40000
801
+ },
802
+ {
803
+ "epoch": 21.75080558539205,
804
+ "grad_norm": 6.062518119812012,
805
+ "learning_rate": 1.3748657357679915e-05,
806
+ "loss": 0.0119,
807
+ "step": 40500
808
+ },
809
+ {
810
+ "epoch": 22.0,
811
+ "eval_loss": 3.1969234943389893,
812
+ "eval_rouge2_fmeasure": 0.3561,
813
+ "eval_rouge2_precision": 0.3561,
814
+ "eval_rouge2_recall": 0.3561,
815
+ "eval_runtime": 108.579,
816
+ "eval_samples_per_second": 44.088,
817
+ "eval_steps_per_second": 2.763,
818
+ "step": 40964
819
+ },
820
+ {
821
+ "epoch": 22.019334049409238,
822
+ "grad_norm": 2.686310052871704,
823
+ "learning_rate": 1.3301109917651272e-05,
824
+ "loss": 0.0126,
825
+ "step": 41000
826
+ },
827
+ {
828
+ "epoch": 22.287862513426422,
829
+ "grad_norm": 1.607986569404602,
830
+ "learning_rate": 1.285356247762263e-05,
831
+ "loss": 0.0104,
832
+ "step": 41500
833
+ },
834
+ {
835
+ "epoch": 22.55639097744361,
836
+ "grad_norm": 0.5264362692832947,
837
+ "learning_rate": 1.2406015037593984e-05,
838
+ "loss": 0.0099,
839
+ "step": 42000
840
+ },
841
+ {
842
+ "epoch": 22.824919441460796,
843
+ "grad_norm": 0.3918701112270355,
844
+ "learning_rate": 1.1958467597565343e-05,
845
+ "loss": 0.0103,
846
+ "step": 42500
847
+ },
848
+ {
849
+ "epoch": 23.0,
850
+ "eval_loss": 3.2080607414245605,
851
+ "eval_rouge2_fmeasure": 0.3579,
852
+ "eval_rouge2_precision": 0.3579,
853
+ "eval_rouge2_recall": 0.3579,
854
+ "eval_runtime": 108.8035,
855
+ "eval_samples_per_second": 43.997,
856
+ "eval_steps_per_second": 2.757,
857
+ "step": 42826
858
+ },
859
+ {
860
+ "epoch": 23.09344790547798,
861
+ "grad_norm": 0.4341621696949005,
862
+ "learning_rate": 1.1510920157536698e-05,
863
+ "loss": 0.0094,
864
+ "step": 43000
865
+ },
866
+ {
867
+ "epoch": 23.361976369495167,
868
+ "grad_norm": 1.674943208694458,
869
+ "learning_rate": 1.1063372717508057e-05,
870
+ "loss": 0.008,
871
+ "step": 43500
872
+ },
873
+ {
874
+ "epoch": 23.63050483351235,
875
+ "grad_norm": 0.439281165599823,
876
+ "learning_rate": 1.0615825277479412e-05,
877
+ "loss": 0.0087,
878
+ "step": 44000
879
+ },
880
+ {
881
+ "epoch": 23.899033297529538,
882
+ "grad_norm": 0.629629909992218,
883
+ "learning_rate": 1.0168277837450771e-05,
884
+ "loss": 0.0085,
885
+ "step": 44500
886
+ },
887
+ {
888
+ "epoch": 24.0,
889
+ "eval_loss": 3.2334721088409424,
890
+ "eval_rouge2_fmeasure": 0.358,
891
+ "eval_rouge2_precision": 0.358,
892
+ "eval_rouge2_recall": 0.358,
893
+ "eval_runtime": 108.5696,
894
+ "eval_samples_per_second": 44.092,
895
+ "eval_steps_per_second": 2.763,
896
+ "step": 44688
897
+ },
898
+ {
899
+ "epoch": 24.167561761546725,
900
+ "grad_norm": 0.44458189606666565,
901
+ "learning_rate": 9.720730397422126e-06,
902
+ "loss": 0.0073,
903
+ "step": 45000
904
+ },
905
+ {
906
+ "epoch": 24.43609022556391,
907
+ "grad_norm": 0.6769450902938843,
908
+ "learning_rate": 9.273182957393484e-06,
909
+ "loss": 0.0066,
910
+ "step": 45500
911
+ },
912
+ {
913
+ "epoch": 24.704618689581096,
914
+ "grad_norm": 0.3089818060398102,
915
+ "learning_rate": 8.82563551736484e-06,
916
+ "loss": 0.0065,
917
+ "step": 46000
918
+ },
919
+ {
920
+ "epoch": 24.97314715359828,
921
+ "grad_norm": 0.40338027477264404,
922
+ "learning_rate": 8.378088077336198e-06,
923
+ "loss": 0.0067,
924
+ "step": 46500
925
+ },
926
+ {
927
+ "epoch": 25.0,
928
+ "eval_loss": 3.242875576019287,
929
+ "eval_rouge2_fmeasure": 0.3599,
930
+ "eval_rouge2_precision": 0.3599,
931
+ "eval_rouge2_recall": 0.3599,
932
+ "eval_runtime": 109.3379,
933
+ "eval_samples_per_second": 43.782,
934
+ "eval_steps_per_second": 2.744,
935
+ "step": 46550
936
+ },
937
+ {
938
+ "epoch": 25.241675617615467,
939
+ "grad_norm": 0.41913506388664246,
940
+ "learning_rate": 7.930540637307555e-06,
941
+ "loss": 0.0057,
942
+ "step": 47000
943
+ },
944
+ {
945
+ "epoch": 25.510204081632654,
946
+ "grad_norm": 0.20852769911289215,
947
+ "learning_rate": 7.482993197278912e-06,
948
+ "loss": 0.0054,
949
+ "step": 47500
950
+ },
951
+ {
952
+ "epoch": 25.778732545649838,
953
+ "grad_norm": 0.31291133165359497,
954
+ "learning_rate": 7.035445757250268e-06,
955
+ "loss": 0.0053,
956
+ "step": 48000
957
+ },
958
+ {
959
+ "epoch": 26.0,
960
+ "eval_loss": 3.256943464279175,
961
+ "eval_rouge2_fmeasure": 0.3586,
962
+ "eval_rouge2_precision": 0.3586,
963
+ "eval_rouge2_recall": 0.3586,
964
+ "eval_runtime": 109.1749,
965
+ "eval_samples_per_second": 43.847,
966
+ "eval_steps_per_second": 2.748,
967
+ "step": 48412
968
+ },
969
+ {
970
+ "epoch": 26.047261009667025,
971
+ "grad_norm": 0.19362983107566833,
972
+ "learning_rate": 6.587898317221626e-06,
973
+ "loss": 0.0052,
974
+ "step": 48500
975
+ },
976
+ {
977
+ "epoch": 26.31578947368421,
978
+ "grad_norm": 0.7348465323448181,
979
+ "learning_rate": 6.140350877192982e-06,
980
+ "loss": 0.0044,
981
+ "step": 49000
982
+ },
983
+ {
984
+ "epoch": 26.584317937701396,
985
+ "grad_norm": 0.08919904381036758,
986
+ "learning_rate": 5.692803437164339e-06,
987
+ "loss": 0.0048,
988
+ "step": 49500
989
+ },
990
+ {
991
+ "epoch": 26.852846401718583,
992
+ "grad_norm": 0.22906944155693054,
993
+ "learning_rate": 5.245255997135696e-06,
994
+ "loss": 0.0043,
995
+ "step": 50000
996
+ },
997
+ {
998
+ "epoch": 27.0,
999
+ "eval_loss": 3.264575719833374,
1000
+ "eval_rouge2_fmeasure": 0.3604,
1001
+ "eval_rouge2_precision": 0.3604,
1002
+ "eval_rouge2_recall": 0.3604,
1003
+ "eval_runtime": 108.6063,
1004
+ "eval_samples_per_second": 44.077,
1005
+ "eval_steps_per_second": 2.762,
1006
+ "step": 50274
1007
+ },
1008
+ {
1009
+ "epoch": 27.121374865735767,
1010
+ "grad_norm": 0.2078796625137329,
1011
+ "learning_rate": 4.797708557107053e-06,
1012
+ "loss": 0.0037,
1013
+ "step": 50500
1014
+ },
1015
+ {
1016
+ "epoch": 27.389903329752954,
1017
+ "grad_norm": 0.6463788151741028,
1018
+ "learning_rate": 4.3501611170784104e-06,
1019
+ "loss": 0.0034,
1020
+ "step": 51000
1021
+ },
1022
+ {
1023
+ "epoch": 27.65843179377014,
1024
+ "grad_norm": 0.19699470698833466,
1025
+ "learning_rate": 3.9026136770497675e-06,
1026
+ "loss": 0.0032,
1027
+ "step": 51500
1028
+ },
1029
+ {
1030
+ "epoch": 27.926960257787325,
1031
+ "grad_norm": 0.08220793306827545,
1032
+ "learning_rate": 3.455066237021124e-06,
1033
+ "loss": 0.0032,
1034
+ "step": 52000
1035
+ },
1036
+ {
1037
+ "epoch": 28.0,
1038
+ "eval_loss": 3.2737011909484863,
1039
+ "eval_rouge2_fmeasure": 0.3623,
1040
+ "eval_rouge2_precision": 0.3623,
1041
+ "eval_rouge2_recall": 0.3623,
1042
+ "eval_runtime": 108.5841,
1043
+ "eval_samples_per_second": 44.086,
1044
+ "eval_steps_per_second": 2.763,
1045
+ "step": 52136
1046
+ },
1047
+ {
1048
+ "epoch": 28.195488721804512,
1049
+ "grad_norm": 0.09868729114532471,
1050
+ "learning_rate": 3.007518796992481e-06,
1051
+ "loss": 0.0026,
1052
+ "step": 52500
1053
+ },
1054
+ {
1055
+ "epoch": 28.464017185821696,
1056
+ "grad_norm": 0.12712427973747253,
1057
+ "learning_rate": 2.5599713569638383e-06,
1058
+ "loss": 0.0025,
1059
+ "step": 53000
1060
+ },
1061
+ {
1062
+ "epoch": 28.732545649838883,
1063
+ "grad_norm": 0.12487781047821045,
1064
+ "learning_rate": 2.1124239169351953e-06,
1065
+ "loss": 0.0027,
1066
+ "step": 53500
1067
+ },
1068
+ {
1069
+ "epoch": 29.0,
1070
+ "eval_loss": 3.2774112224578857,
1071
+ "eval_rouge2_fmeasure": 0.3629,
1072
+ "eval_rouge2_precision": 0.3629,
1073
+ "eval_rouge2_recall": 0.3629,
1074
+ "eval_runtime": 108.3776,
1075
+ "eval_samples_per_second": 44.17,
1076
+ "eval_steps_per_second": 2.768,
1077
+ "step": 53998
1078
+ },
1079
+ {
1080
+ "epoch": 29.00107411385607,
1081
+ "grad_norm": 0.15216058492660522,
1082
+ "learning_rate": 1.664876476906552e-06,
1083
+ "loss": 0.0028,
1084
+ "step": 54000
1085
+ },
1086
+ {
1087
+ "epoch": 29.269602577873254,
1088
+ "grad_norm": 0.1937492936849594,
1089
+ "learning_rate": 1.217329036877909e-06,
1090
+ "loss": 0.0025,
1091
+ "step": 54500
1092
+ },
1093
+ {
1094
+ "epoch": 29.53813104189044,
1095
+ "grad_norm": 0.08752380311489105,
1096
+ "learning_rate": 7.697815968492661e-07,
1097
+ "loss": 0.002,
1098
+ "step": 55000
1099
+ },
1100
+ {
1101
+ "epoch": 29.806659505907625,
1102
+ "grad_norm": 0.07473881542682648,
1103
+ "learning_rate": 3.22234156820623e-07,
1104
+ "loss": 0.002,
1105
+ "step": 55500
1106
+ }
1107
+ ],
1108
+ "logging_steps": 500,
1109
+ "max_steps": 55860,
1110
+ "num_input_tokens_seen": 0,
1111
+ "num_train_epochs": 30,
1112
+ "save_steps": 500,
1113
+ "stateful_callbacks": {
1114
+ "TrainerControl": {
1115
+ "args": {
1116
+ "should_epoch_stop": false,
1117
+ "should_evaluate": false,
1118
+ "should_log": false,
1119
+ "should_save": true,
1120
+ "should_training_stop": true
1121
+ },
1122
+ "attributes": {}
1123
+ }
1124
+ },
1125
+ "total_flos": 9.879896028708864e+16,
1126
+ "train_batch_size": 16,
1127
+ "trial_name": null,
1128
+ "trial_params": null
1129
+ }
EncoderDecoder_3/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:73f16296db0ed34a2fc06867f280c290bb1db767db7e399585cc5d9e108d0438
3
+ size 5368