Hugging Face's logo

duyngocadn
/
videomae-base-finetuned-ucf101-subset

Video Classification
Transformers
PyTorch
TensorBoard
videomae
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
videomae-base-finetuned-ucf101-subset
File size: 2,229 Bytes 
21c2f08
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.40384615384615385,
  "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-75",
  "epoch": 1.0,
  "global_step": 75,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.13,
      "learning_rate": 4.850746268656717e-05,
      "loss": 2.3467,
      "step": 10
    },
    {
      "epoch": 0.27,
      "learning_rate": 4.104477611940299e-05,
      "loss": 2.2506,
      "step": 20
    },
    {
      "epoch": 0.4,
      "learning_rate": 3.358208955223881e-05,
      "loss": 2.1428,
      "step": 30
    },
    {
      "epoch": 0.53,
      "learning_rate": 2.6119402985074626e-05,
      "loss": 1.9962,
      "step": 40
    },
    {
      "epoch": 0.67,
      "learning_rate": 1.865671641791045e-05,
      "loss": 2.0266,
      "step": 50
    },
    {
      "epoch": 0.8,
      "learning_rate": 1.119402985074627e-05,
      "loss": 1.9272,
      "step": 60
    },
    {
      "epoch": 0.93,
      "learning_rate": 3.7313432835820893e-06,
      "loss": 1.916,
      "step": 70
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.40384615384615385,
      "eval_loss": 1.8321492671966553,
      "eval_runtime": 11.9593,
      "eval_samples_per_second": 4.348,
      "eval_steps_per_second": 1.087,
      "step": 75
    },
    {
      "epoch": 1.0,
      "step": 75,
      "total_flos": 3.73846047031296e+17,
      "train_loss": 2.0664131164550783,
      "train_runtime": 178.8469,
      "train_samples_per_second": 1.677,
      "train_steps_per_second": 0.419
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.3888888888888889,
      "eval_loss": 1.9080618619918823,
      "eval_runtime": 31.782,
      "eval_samples_per_second": 3.965,
      "eval_steps_per_second": 1.007,
      "step": 75
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.4126984126984127,
      "eval_loss": 1.8751298189163208,
      "eval_runtime": 29.4554,
      "eval_samples_per_second": 4.278,
      "eval_steps_per_second": 1.086,
      "step": 75
    }
  ],
  "max_steps": 75,
  "num_train_epochs": 9223372036854775807,
  "total_flos": 3.73846047031296e+17,
  "trial_name": null,
  "trial_params": null
}