File size: 2,476 Bytes
654825b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.09880195558071136,
  "best_model_checkpoint": "/content/drive/MyDrive/checkpoint-384",
  "epoch": 3.0,
  "eval_steps": 100,
  "global_step": 384,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 5.293990612030029,
      "learning_rate": 4.5e-06,
      "loss": 0.5772,
      "step": 128
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.90625,
      "eval_f1": 0.9056919642857143,
      "eval_loss": 0.2875204086303711,
      "eval_precision": 0.9092216981132075,
      "eval_recall": 0.90625,
      "eval_runtime": 7.6037,
      "eval_samples_per_second": 33.668,
      "eval_steps_per_second": 2.104,
      "step": 128
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.1265126466751099,
      "learning_rate": 4.000000000000001e-06,
      "loss": 0.2107,
      "step": 256
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.95703125,
      "eval_f1": 0.957080593238505,
      "eval_loss": 0.1508919596672058,
      "eval_precision": 0.9578610206919738,
      "eval_recall": 0.95703125,
      "eval_runtime": 7.4102,
      "eval_samples_per_second": 34.547,
      "eval_steps_per_second": 2.159,
      "step": 256
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.41782641410827637,
      "learning_rate": 3.5e-06,
      "loss": 0.1371,
      "step": 384
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9765625,
      "eval_f1": 0.9765625,
      "eval_loss": 0.09880195558071136,
      "eval_precision": 0.9765625,
      "eval_recall": 0.9765625,
      "eval_runtime": 7.4477,
      "eval_samples_per_second": 34.373,
      "eval_steps_per_second": 2.148,
      "step": 384
    }
  ],
  "logging_steps": 100,
  "max_steps": 1280,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 100,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 2,
        "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": false
      },
      "attributes": {}
    }
  },
  "total_flos": 1614975657799680.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}