File size: 2,007 Bytes
4fa343e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.8564009070396423,
  "best_model_checkpoint": "./results/run-eb32b854/checkpoint-882",
  "epoch": 4.0,
  "global_step": 3528,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0,
      "learning_rate": 3.1798763444888135e-05,
      "loss": 2.0373,
      "step": 1
    },
    {
      "epoch": 1.0,
      "eval_f1": 0.4929364503071642,
      "eval_loss": 0.8564009070396423,
      "eval_runtime": 19.2818,
      "eval_samples_per_second": 121.98,
      "eval_steps_per_second": 15.248,
      "step": 882
    },
    {
      "epoch": 1.13,
      "learning_rate": 2.2791968808811233e-05,
      "loss": 0.9246,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "eval_f1": 0.6146216192253161,
      "eval_loss": 0.8962076306343079,
      "eval_runtime": 19.3209,
      "eval_samples_per_second": 121.734,
      "eval_steps_per_second": 15.217,
      "step": 1764
    },
    {
      "epoch": 2.27,
      "learning_rate": 1.3776158362287801e-05,
      "loss": 0.4402,
      "step": 2000
    },
    {
      "epoch": 3.0,
      "eval_f1": 0.6171442898225464,
      "eval_loss": 1.2047011852264404,
      "eval_runtime": 19.3331,
      "eval_samples_per_second": 121.656,
      "eval_steps_per_second": 15.207,
      "step": 2646
    },
    {
      "epoch": 3.4,
      "learning_rate": 4.760347915764371e-06,
      "loss": 0.169,
      "step": 3000
    },
    {
      "epoch": 4.0,
      "eval_f1": 0.6443113896695691,
      "eval_loss": 1.3850061893463135,
      "eval_runtime": 19.3579,
      "eval_samples_per_second": 121.501,
      "eval_steps_per_second": 15.188,
      "step": 3528
    }
  ],
  "max_steps": 3528,
  "num_train_epochs": 4,
  "total_flos": 5472186620003712.0,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 3.180777925533466e-05,
    "num_train_epochs": 4,
    "per_device_train_batch_size": 8,
    "warmup_steps": 0,
    "weight_decay": 0.120996580489383
  }
}