Hugging Face's logo

yehiawp4
/
videomae-base-finetuned-kinetics-finetuned-caer-final

Video Classification
Transformers
Safetensors
videomae
Generated from Trainer
Inference Endpoints
Model card Files Community
videomae-base-finetuned-kinetics-finetuned-caer-final
File size: 3,994 Bytes 
8f20b2e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
 
{
  "best_metric": 0.5063291139240507,
  "best_model_checkpoint": "videomae-base-finetuned-kinetics-finetuned-caer-final\\checkpoint-146",
  "epoch": 1.4383561643835616,
  "eval_steps": 500,
  "global_step": 146,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.07,
      "grad_norm": 5.686412811279297,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 1.6544,
      "step": 10
    },
    {
      "epoch": 0.14,
      "grad_norm": 5.574044704437256,
      "learning_rate": 4.809160305343512e-05,
      "loss": 1.5654,
      "step": 20
    },
    {
      "epoch": 0.21,
      "grad_norm": 5.577368259429932,
      "learning_rate": 4.4274809160305345e-05,
      "loss": 1.5835,
      "step": 30
    },
    {
      "epoch": 0.27,
      "grad_norm": 6.698699474334717,
      "learning_rate": 4.0458015267175576e-05,
      "loss": 1.531,
      "step": 40
    },
    {
      "epoch": 0.34,
      "grad_norm": 7.928526878356934,
      "learning_rate": 3.66412213740458e-05,
      "loss": 1.5016,
      "step": 50
    },
    {
      "epoch": 0.41,
      "grad_norm": 9.12410831451416,
      "learning_rate": 3.282442748091603e-05,
      "loss": 1.3787,
      "step": 60
    },
    {
      "epoch": 0.48,
      "grad_norm": 7.112976551055908,
      "learning_rate": 2.900763358778626e-05,
      "loss": 1.48,
      "step": 70
    },
    {
      "epoch": 0.55,
      "grad_norm": 6.422354698181152,
      "learning_rate": 2.5190839694656487e-05,
      "loss": 1.4128,
      "step": 80
    },
    {
      "epoch": 0.56,
      "eval_accuracy": 0.35443037974683544,
      "eval_loss": 1.4815402030944824,
      "eval_runtime": 28.5428,
      "eval_samples_per_second": 2.768,
      "eval_steps_per_second": 0.49,
      "step": 82
    },
    {
      "epoch": 1.05,
      "grad_norm": 6.360805511474609,
      "learning_rate": 2.1374045801526718e-05,
      "loss": 1.3173,
      "step": 90
    },
    {
      "epoch": 1.12,
      "grad_norm": 8.944757461547852,
      "learning_rate": 1.7557251908396945e-05,
      "loss": 1.1789,
      "step": 100
    },
    {
      "epoch": 1.19,
      "grad_norm": 8.334917068481445,
      "learning_rate": 1.3740458015267178e-05,
      "loss": 1.2477,
      "step": 110
    },
    {
      "epoch": 1.26,
      "grad_norm": 11.71667194366455,
      "learning_rate": 9.923664122137405e-06,
      "loss": 1.1704,
      "step": 120
    },
    {
      "epoch": 1.33,
      "grad_norm": 11.985795021057129,
      "learning_rate": 6.106870229007634e-06,
      "loss": 1.0841,
      "step": 130
    },
    {
      "epoch": 1.4,
      "grad_norm": 7.384586334228516,
      "learning_rate": 2.2900763358778625e-06,
      "loss": 1.0255,
      "step": 140
    },
    {
      "epoch": 1.44,
      "eval_accuracy": 0.5063291139240507,
      "eval_loss": 1.3321611881256104,
      "eval_runtime": 28.5122,
      "eval_samples_per_second": 2.771,
      "eval_steps_per_second": 0.491,
      "step": 146
    },
    {
      "epoch": 1.44,
      "step": 146,
      "total_flos": 1.0865973925262131e+18,
      "train_loss": 1.3585324875295979,
      "train_runtime": 492.8068,
      "train_samples_per_second": 1.778,
      "train_steps_per_second": 0.296
    },
    {
      "epoch": 1.44,
      "eval_accuracy": 0.5,
      "eval_loss": 1.355814814567566,
      "eval_runtime": 18.5285,
      "eval_samples_per_second": 3.022,
      "eval_steps_per_second": 0.54,
      "step": 146
    },
    {
      "epoch": 1.44,
      "eval_accuracy": 0.5063291139240507,
      "eval_loss": 1.3321610689163208,
      "eval_runtime": 31.1651,
      "eval_samples_per_second": 2.535,
      "eval_steps_per_second": 0.449,
      "step": 146
    }
  ],
  "logging_steps": 10,
  "max_steps": 146,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9223372036854775807,
  "save_steps": 500,
  "total_flos": 1.0865973925262131e+18,
  "train_batch_size": 6,
  "trial_name": null,
  "trial_params": null
}