Hugging Face's logo

nateraw
/
timm-resnet18-beans-test-2

Image Classification
timm
PyTorch
TensorBoard
generated_from_trainer
Model card Files Metrics Community
2
timm-resnet18-beans-test-2
File size: 1,621 Bytes 
e207e8e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 1.3225154876708984,
  "best_model_checkpoint": "./timm-resnet18-beans-test-2/checkpoint-10",
  "epoch": 0.03861003861003861,
  "global_step": 10,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.01,
      "learning_rate": 0.0008,
      "loss": 0.9243,
      "step": 2
    },
    {
      "epoch": 0.02,
      "learning_rate": 0.0006,
      "loss": 0.2601,
      "step": 4
    },
    {
      "epoch": 0.02,
      "eval_accuracy": 0.5112781954887218,
      "eval_loss": 2.834904432296753,
      "eval_runtime": 7.3676,
      "eval_samples_per_second": 18.052,
      "eval_steps_per_second": 2.307,
      "step": 5
    },
    {
      "epoch": 0.02,
      "learning_rate": 0.0004,
      "loss": 3.4656,
      "step": 6
    },
    {
      "epoch": 0.03,
      "learning_rate": 0.0002,
      "loss": 3.6849,
      "step": 8
    },
    {
      "epoch": 0.04,
      "learning_rate": 0.0,
      "loss": 1.8184,
      "step": 10
    },
    {
      "epoch": 0.04,
      "eval_accuracy": 0.5789473684210527,
      "eval_loss": 1.3225154876708984,
      "eval_runtime": 7.2554,
      "eval_samples_per_second": 18.331,
      "eval_steps_per_second": 2.343,
      "step": 10
    },
    {
      "epoch": 0.04,
      "step": 10,
      "total_flos": 0.0,
      "train_loss": 2.0306697309017183,
      "train_runtime": 22.46,
      "train_samples_per_second": 1.781,
      "train_steps_per_second": 0.445
    }
  ],
  "max_steps": 10,
  "num_train_epochs": 1,
  "total_flos": 0.0,
  "trial_name": null,
  "trial_params": null
}