Hugging Face's logo

kevinoli
/
clip-finetuned-csu-p14-336-e4l57-l

Zero-Shot Image Classification
Transformers
TensorBoard
Safetensors
clip
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
clip-finetuned-csu-p14-336-e4l57-l
File size: 4,342 Bytes 
e25c40e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
166
167
168
169
 
{
  "best_metric": 0.6744509935379028,
  "best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e4l57-l/checkpoint-4500",
  "epoch": 0.8290346352247605,
  "eval_steps": 500,
  "global_step": 4500,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.09211495946941783,
      "grad_norm": 3.0293657779693604,
      "learning_rate": 4.884856300663227e-07,
      "loss": 0.271,
      "step": 500
    },
    {
      "epoch": 0.09211495946941783,
      "eval_loss": 1.069305419921875,
      "eval_runtime": 75.1409,
      "eval_samples_per_second": 16.063,
      "eval_steps_per_second": 2.01,
      "step": 500
    },
    {
      "epoch": 0.18422991893883567,
      "grad_norm": 7.3040852546691895,
      "learning_rate": 4.769712601326456e-07,
      "loss": 0.2493,
      "step": 1000
    },
    {
      "epoch": 0.18422991893883567,
      "eval_loss": 0.9427077770233154,
      "eval_runtime": 74.8926,
      "eval_samples_per_second": 16.116,
      "eval_steps_per_second": 2.016,
      "step": 1000
    },
    {
      "epoch": 0.2763448784082535,
      "grad_norm": 0.020736657083034515,
      "learning_rate": 4.654568901989683e-07,
      "loss": 0.2348,
      "step": 1500
    },
    {
      "epoch": 0.2763448784082535,
      "eval_loss": 0.8726764917373657,
      "eval_runtime": 76.6621,
      "eval_samples_per_second": 15.744,
      "eval_steps_per_second": 1.97,
      "step": 1500
    },
    {
      "epoch": 0.36845983787767134,
      "grad_norm": 5.3738909628009424e-05,
      "learning_rate": 4.5394252026529107e-07,
      "loss": 0.1552,
      "step": 2000
    },
    {
      "epoch": 0.36845983787767134,
      "eval_loss": 0.8325753808021545,
      "eval_runtime": 76.6127,
      "eval_samples_per_second": 15.755,
      "eval_steps_per_second": 1.971,
      "step": 2000
    },
    {
      "epoch": 0.46057479734708917,
      "grad_norm": 404.510009765625,
      "learning_rate": 4.4242815033161386e-07,
      "loss": 0.1753,
      "step": 2500
    },
    {
      "epoch": 0.46057479734708917,
      "eval_loss": 0.7550467848777771,
      "eval_runtime": 76.8024,
      "eval_samples_per_second": 15.716,
      "eval_steps_per_second": 1.966,
      "step": 2500
    },
    {
      "epoch": 0.552689756816507,
      "grad_norm": 370.7579650878906,
      "learning_rate": 4.3091378039793665e-07,
      "loss": 0.1659,
      "step": 3000
    },
    {
      "epoch": 0.552689756816507,
      "eval_loss": 0.719167172908783,
      "eval_runtime": 76.6327,
      "eval_samples_per_second": 15.75,
      "eval_steps_per_second": 1.97,
      "step": 3000
    },
    {
      "epoch": 0.6448047162859248,
      "grad_norm": 24.97766876220703,
      "learning_rate": 4.193994104642594e-07,
      "loss": 0.105,
      "step": 3500
    },
    {
      "epoch": 0.6448047162859248,
      "eval_loss": 0.7117515802383423,
      "eval_runtime": 77.1286,
      "eval_samples_per_second": 15.649,
      "eval_steps_per_second": 1.958,
      "step": 3500
    },
    {
      "epoch": 0.7369196757553427,
      "grad_norm": 305.62060546875,
      "learning_rate": 4.0788504053058217e-07,
      "loss": 0.1336,
      "step": 4000
    },
    {
      "epoch": 0.7369196757553427,
      "eval_loss": 0.6952972412109375,
      "eval_runtime": 76.7253,
      "eval_samples_per_second": 15.731,
      "eval_steps_per_second": 1.968,
      "step": 4000
    },
    {
      "epoch": 0.8290346352247605,
      "grad_norm": 506.12237548828125,
      "learning_rate": 3.9637067059690496e-07,
      "loss": 0.1154,
      "step": 4500
    },
    {
      "epoch": 0.8290346352247605,
      "eval_loss": 0.6744509935379028,
      "eval_runtime": 76.9493,
      "eval_samples_per_second": 15.686,
      "eval_steps_per_second": 1.962,
      "step": 4500
    }
  ],
  "logging_steps": 500,
  "max_steps": 21712,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 1619632097372520.0,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}