Hugging Face's logo

chanelcolgate
/
trocr-base-printed_captcha_ocr

Image-to-Text
Transformers
PyTorch
vision-encoder-decoder
image-text-to-text
Generated from Trainer
Inference Endpoints
Model card Files Community
2
trocr-base-printed_captcha_ocr
File size: 1,935 Bytes 
92209ee
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 2250,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0,
      "learning_rate": 5e-05,
      "loss": 11.1,
      "step": 1
    },
    {
      "epoch": 0.67,
      "learning_rate": 3.8933333333333336e-05,
      "loss": 0.6822,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_cer": 0.0418,
      "eval_loss": 0.26874810457229614,
      "eval_runtime": 341.3378,
      "eval_samples_per_second": 5.859,
      "eval_steps_per_second": 0.732,
      "step": 750
    },
    {
      "epoch": 1.33,
      "learning_rate": 2.782222222222222e-05,
      "loss": 0.2781,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "learning_rate": 1.6733333333333335e-05,
      "loss": 0.1595,
      "step": 1500
    },
    {
      "epoch": 2.0,
      "eval_cer": 0.0094,
      "eval_loss": 0.14129523932933807,
      "eval_runtime": 339.7395,
      "eval_samples_per_second": 5.887,
      "eval_steps_per_second": 0.736,
      "step": 1500
    },
    {
      "epoch": 2.67,
      "learning_rate": 5.6444444444444445e-06,
      "loss": 0.0481,
      "step": 2000
    },
    {
      "epoch": 3.0,
      "eval_cer": 0.0029,
      "eval_loss": 0.07172464579343796,
      "eval_runtime": 338.5668,
      "eval_samples_per_second": 5.907,
      "eval_steps_per_second": 0.738,
      "step": 2250
    },
    {
      "epoch": 3.0,
      "step": 2250,
      "total_flos": 1.3469133437927424e+19,
      "train_loss": 0.2679765387641059,
      "train_runtime": 3403.503,
      "train_samples_per_second": 5.289,
      "train_steps_per_second": 0.661
    }
  ],
  "logging_steps": 500,
  "max_steps": 2250,
  "num_train_epochs": 3,
  "save_steps": 500,
  "total_flos": 1.3469133437927424e+19,
  "trial_name": null,
  "trial_params": null
}