File size: 2,217 Bytes
a592270
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 1785,
  "best_metric": 0.09230011701583862,
  "best_model_checkpoint": "siglip2-finetune-full/checkpoint-1785",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 1785,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.8403361344537815,
      "grad_norm": 21.780553817749023,
      "learning_rate": 1.4812680115273776e-05,
      "loss": 0.7499,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8325094657130837,
      "eval_loss": 0.4362837076187134,
      "eval_model_preparation_time": 0.0022,
      "eval_runtime": 307.2598,
      "eval_samples_per_second": 61.889,
      "eval_steps_per_second": 7.736,
      "step": 595
    },
    {
      "epoch": 1.680672268907563,
      "grad_norm": 19.866661071777344,
      "learning_rate": 9.048991354466859e-06,
      "loss": 0.4428,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9009255363904081,
      "eval_loss": 0.2564544677734375,
      "eval_model_preparation_time": 0.0022,
      "eval_runtime": 304.8059,
      "eval_samples_per_second": 62.387,
      "eval_steps_per_second": 7.798,
      "step": 1190
    },
    {
      "epoch": 2.5210084033613445,
      "grad_norm": 10.98959732055664,
      "learning_rate": 3.2853025936599425e-06,
      "loss": 0.2399,
      "step": 1500
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9690786705931846,
      "eval_loss": 0.09230011701583862,
      "eval_model_preparation_time": 0.0022,
      "eval_runtime": 307.0858,
      "eval_samples_per_second": 61.924,
      "eval_steps_per_second": 7.741,
      "step": 1785
    }
  ],
  "logging_steps": 500,
  "max_steps": 1785,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "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": 4.778202391316251e+18,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}