File size: 2,226 Bytes
5e074b4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": 1533,
  "best_metric": 0.09816861152648926,
  "best_model_checkpoint": "metaclip-2-image-classification/checkpoint-1533",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 1533,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.9784735812133072,
      "grad_norm": 13.377490043640137,
      "learning_rate": 1.5496489468405215e-05,
      "loss": 0.3912,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.933435301315387,
      "eval_loss": 0.18303145468235016,
      "eval_model_preparation_time": 0.013,
      "eval_runtime": 81.9678,
      "eval_samples_per_second": 199.408,
      "eval_steps_per_second": 24.937,
      "step": 511
    },
    {
      "epoch": 1.9569471624266144,
      "grad_norm": 30.63884925842285,
      "learning_rate": 1.0481444332998999e-05,
      "loss": 0.1978,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9562557356989905,
      "eval_loss": 0.12706944346427917,
      "eval_model_preparation_time": 0.013,
      "eval_runtime": 78.5588,
      "eval_samples_per_second": 208.061,
      "eval_steps_per_second": 26.019,
      "step": 1022
    },
    {
      "epoch": 2.935420743639922,
      "grad_norm": 18.30719757080078,
      "learning_rate": 5.4663991975927785e-06,
      "loss": 0.1506,
      "step": 1500
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.96690119302539,
      "eval_loss": 0.09816861152648926,
      "eval_model_preparation_time": 0.013,
      "eval_runtime": 78.111,
      "eval_samples_per_second": 209.254,
      "eval_steps_per_second": 26.168,
      "step": 1533
    }
  ],
  "logging_steps": 500,
  "max_steps": 2044,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 9.562729551234048e+17,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}