File size: 5,401 Bytes
9ece604
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
{
  "best_metric": 0.3767148554325104,
  "best_model_checkpoint": "/home/iais_marenpielka/Bouthaina/res_nw_yem_03/checkpoint-459",
  "epoch": 8.0,
  "eval_steps": 500,
  "global_step": 1224,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 5.96675968170166,
      "learning_rate": 1.53e-05,
      "loss": 4.4383,
      "step": 153
    },
    {
      "epoch": 1.0,
      "eval_bleu": 0.015528584651533126,
      "eval_loss": 0.7436053156852722,
      "eval_rouge1": 0.46982391145733055,
      "eval_rouge2": 0.19207986874781602,
      "eval_rougeL": 0.46930459291115545,
      "eval_runtime": 2.3655,
      "eval_samples_per_second": 128.516,
      "eval_steps_per_second": 16.064,
      "step": 153
    },
    {
      "epoch": 2.0,
      "grad_norm": 3.5768725872039795,
      "learning_rate": 3.06e-05,
      "loss": 0.4733,
      "step": 306
    },
    {
      "epoch": 2.0,
      "eval_bleu": 0.39670936867008716,
      "eval_loss": 0.39333394169807434,
      "eval_rouge1": 0.5938039437844622,
      "eval_rouge2": 0.3153907013759276,
      "eval_rougeL": 0.5909085576639257,
      "eval_runtime": 9.4412,
      "eval_samples_per_second": 32.199,
      "eval_steps_per_second": 4.025,
      "step": 306
    },
    {
      "epoch": 3.0,
      "grad_norm": 3.4199442863464355,
      "learning_rate": 4.5900000000000004e-05,
      "loss": 0.2714,
      "step": 459
    },
    {
      "epoch": 3.0,
      "eval_bleu": 0.427914494660841,
      "eval_loss": 0.3767148554325104,
      "eval_rouge1": 0.6598531398910279,
      "eval_rouge2": 0.3971047774692673,
      "eval_rougeL": 0.6584832139558556,
      "eval_runtime": 9.4581,
      "eval_samples_per_second": 32.142,
      "eval_steps_per_second": 4.018,
      "step": 459
    },
    {
      "epoch": 4.0,
      "grad_norm": 2.4085845947265625,
      "learning_rate": 4.7812500000000003e-05,
      "loss": 0.1837,
      "step": 612
    },
    {
      "epoch": 4.0,
      "eval_bleu": 0.43801708242621135,
      "eval_loss": 0.3863435983657837,
      "eval_rouge1": 0.6761692862282009,
      "eval_rouge2": 0.41837300418726475,
      "eval_rougeL": 0.6725637079403999,
      "eval_runtime": 127.7574,
      "eval_samples_per_second": 2.38,
      "eval_steps_per_second": 0.297,
      "step": 612
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.990710973739624,
      "learning_rate": 4.482421875e-05,
      "loss": 0.129,
      "step": 765
    },
    {
      "epoch": 5.0,
      "eval_bleu": 0.4536061292967932,
      "eval_loss": 0.38353848457336426,
      "eval_rouge1": 0.6993772519271104,
      "eval_rouge2": 0.4575839398398158,
      "eval_rougeL": 0.6967680711913622,
      "eval_runtime": 4.8885,
      "eval_samples_per_second": 62.186,
      "eval_steps_per_second": 7.773,
      "step": 765
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.9595922827720642,
      "learning_rate": 4.18359375e-05,
      "loss": 0.0999,
      "step": 918
    },
    {
      "epoch": 6.0,
      "eval_bleu": 0.44934275646340344,
      "eval_loss": 0.39377203583717346,
      "eval_rouge1": 0.6978745123044579,
      "eval_rouge2": 0.45411326233563776,
      "eval_rougeL": 0.693627688943746,
      "eval_runtime": 2.8238,
      "eval_samples_per_second": 107.657,
      "eval_steps_per_second": 13.457,
      "step": 918
    },
    {
      "epoch": 7.0,
      "grad_norm": 1.0308947563171387,
      "learning_rate": 3.884765625e-05,
      "loss": 0.0844,
      "step": 1071
    },
    {
      "epoch": 7.0,
      "eval_bleu": 0.46229210583360764,
      "eval_loss": 0.39711037278175354,
      "eval_rouge1": 0.7106823471740515,
      "eval_rouge2": 0.4766332327393774,
      "eval_rougeL": 0.7069100507308859,
      "eval_runtime": 2.6065,
      "eval_samples_per_second": 116.631,
      "eval_steps_per_second": 14.579,
      "step": 1071
    },
    {
      "epoch": 8.0,
      "grad_norm": 0.5569229125976562,
      "learning_rate": 3.5859375e-05,
      "loss": 0.0741,
      "step": 1224
    },
    {
      "epoch": 8.0,
      "eval_bleu": 0.4714652829533398,
      "eval_loss": 0.3946935832500458,
      "eval_rouge1": 0.7228506957910504,
      "eval_rouge2": 0.48947047623829953,
      "eval_rougeL": 0.7188907468330396,
      "eval_runtime": 3.6852,
      "eval_samples_per_second": 82.492,
      "eval_steps_per_second": 10.311,
      "step": 1224
    },
    {
      "epoch": 8.0,
      "step": 1224,
      "total_flos": 2264172293259264.0,
      "train_loss": 0.719257706910177,
      "train_runtime": 2187.326,
      "train_samples_per_second": 11.146,
      "train_steps_per_second": 1.399
    }
  ],
  "logging_steps": 500,
  "max_steps": 3060,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 2264172293259264.0,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}