File size: 2,639 Bytes
3aced7b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.6896551724137931,
  "best_model_checkpoint": "UL_exterior_classification/checkpoint-10",
  "epoch": 5.6,
  "eval_steps": 500,
  "global_step": 14,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.8,
      "eval_accuracy": 0.21839080459770116,
      "eval_loss": 1.27083158493042,
      "eval_runtime": 2.8018,
      "eval_samples_per_second": 31.051,
      "eval_steps_per_second": 1.071,
      "step": 2
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.5977011494252874,
      "eval_loss": 0.8931179046630859,
      "eval_runtime": 3.492,
      "eval_samples_per_second": 24.914,
      "eval_steps_per_second": 0.859,
      "step": 5
    },
    {
      "epoch": 2.8,
      "eval_accuracy": 0.6436781609195402,
      "eval_loss": 0.7972615361213684,
      "eval_runtime": 3.8271,
      "eval_samples_per_second": 22.732,
      "eval_steps_per_second": 0.784,
      "step": 7
    },
    {
      "epoch": 4.0,
      "grad_norm": 3.223552703857422,
      "learning_rate": 1.6666666666666667e-05,
      "loss": 0.9888,
      "step": 10
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.6896551724137931,
      "eval_loss": 0.6992095708847046,
      "eval_runtime": 2.7722,
      "eval_samples_per_second": 31.383,
      "eval_steps_per_second": 1.082,
      "step": 10
    },
    {
      "epoch": 4.8,
      "eval_accuracy": 0.6896551724137931,
      "eval_loss": 0.668693482875824,
      "eval_runtime": 2.7395,
      "eval_samples_per_second": 31.757,
      "eval_steps_per_second": 1.095,
      "step": 12
    },
    {
      "epoch": 5.6,
      "eval_accuracy": 0.6896551724137931,
      "eval_loss": 0.6565638184547424,
      "eval_runtime": 2.8164,
      "eval_samples_per_second": 30.891,
      "eval_steps_per_second": 1.065,
      "step": 14
    },
    {
      "epoch": 5.6,
      "step": 14,
      "total_flos": 1.3344240210765005e+17,
      "train_loss": 0.8767854997089931,
      "train_runtime": 140.3985,
      "train_samples_per_second": 15.257,
      "train_steps_per_second": 0.1
    }
  ],
  "logging_steps": 10,
  "max_steps": 14,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 7,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.3344240210765005e+17,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}