File size: 3,687 Bytes
0ff37c1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
{
  "best_metric": 0.44133333333333336,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0445/checkpoints/checkpoint-2331",
  "epoch": 7.0,
  "eval_steps": 500,
  "global_step": 2331,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": Infinity,
      "learning_rate": 0.00028549422332891283,
      "loss": 3.3199,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.22853333333333334,
      "eval_loss": 2.9531688690185547,
      "eval_runtime": 12.1677,
      "eval_samples_per_second": 308.192,
      "eval_steps_per_second": 4.849,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 16.72458267211914,
      "learning_rate": 0.00024415433369325305,
      "loss": 2.7936,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.2717333333333333,
      "eval_loss": 2.717994451522827,
      "eval_runtime": 12.1611,
      "eval_samples_per_second": 308.36,
      "eval_steps_per_second": 4.852,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 17.574865341186523,
      "learning_rate": 0.0001841660235425207,
      "loss": 2.5438,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.32133333333333336,
      "eval_loss": 2.5300650596618652,
      "eval_runtime": 11.9741,
      "eval_samples_per_second": 313.177,
      "eval_steps_per_second": 4.927,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 28.175792694091797,
      "learning_rate": 0.00011741071341041153,
      "loss": 2.3026,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.36773333333333336,
      "eval_loss": 2.314760446548462,
      "eval_runtime": 12.1727,
      "eval_samples_per_second": 308.066,
      "eval_steps_per_second": 4.847,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 24.777849197387695,
      "learning_rate": 5.711011116874128e-05,
      "loss": 2.0219,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.40853333333333336,
      "eval_loss": 2.1806905269622803,
      "eval_runtime": 11.8469,
      "eval_samples_per_second": 316.539,
      "eval_steps_per_second": 4.98,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 21.73750114440918,
      "learning_rate": 1.5207490629826985e-05,
      "loss": 1.735,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.4341333333333333,
      "eval_loss": 2.1214120388031006,
      "eval_runtime": 11.9102,
      "eval_samples_per_second": 314.857,
      "eval_steps_per_second": 4.954,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 36.14683151245117,
      "learning_rate": 2.1796933167061993e-09,
      "loss": 1.53,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.44133333333333336,
      "eval_loss": 2.144158124923706,
      "eval_runtime": 12.1069,
      "eval_samples_per_second": 309.742,
      "eval_steps_per_second": 4.873,
      "step": 2331
    }
  ],
  "logging_steps": 500,
  "max_steps": 2331,
  "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": 1.153189244358144e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}