Hugging Face's logo

kevinoli
/
clip-finetuned-csu-p14-336-e3l57-l

Zero-Shot Image Classification
Transformers
TensorBoard
Safetensors
clip
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
clip-finetuned-csu-p14-336-e3l57-l
File size: 4,336 Bytes 
6741ee0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.6778352856636047,
  "best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e3l57-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": 3.083087682723999,
      "learning_rate": 4.84647506755097e-07,
      "loss": 0.2708,
      "step": 500
    },
    {
      "epoch": 0.09211495946941783,
      "eval_loss": 1.0631108283996582,
      "eval_runtime": 74.1964,
      "eval_samples_per_second": 16.268,
      "eval_steps_per_second": 2.035,
      "step": 500
    },
    {
      "epoch": 0.18422991893883567,
      "grad_norm": 7.726487159729004,
      "learning_rate": 4.69295013510194e-07,
      "loss": 0.251,
      "step": 1000
    },
    {
      "epoch": 0.18422991893883567,
      "eval_loss": 0.942773699760437,
      "eval_runtime": 74.6047,
      "eval_samples_per_second": 16.179,
      "eval_steps_per_second": 2.024,
      "step": 1000
    },
    {
      "epoch": 0.2763448784082535,
      "grad_norm": 0.02718021161854267,
      "learning_rate": 4.5394252026529107e-07,
      "loss": 0.235,
      "step": 1500
    },
    {
      "epoch": 0.2763448784082535,
      "eval_loss": 0.8716810345649719,
      "eval_runtime": 75.03,
      "eval_samples_per_second": 16.087,
      "eval_steps_per_second": 2.013,
      "step": 1500
    },
    {
      "epoch": 0.36845983787767134,
      "grad_norm": 0.0001215290030813776,
      "learning_rate": 4.385900270203881e-07,
      "loss": 0.1529,
      "step": 2000
    },
    {
      "epoch": 0.36845983787767134,
      "eval_loss": 0.8318113088607788,
      "eval_runtime": 76.6917,
      "eval_samples_per_second": 15.738,
      "eval_steps_per_second": 1.969,
      "step": 2000
    },
    {
      "epoch": 0.46057479734708917,
      "grad_norm": 419.545166015625,
      "learning_rate": 4.232375337754851e-07,
      "loss": 0.1781,
      "step": 2500
    },
    {
      "epoch": 0.46057479734708917,
      "eval_loss": 0.7549223303794861,
      "eval_runtime": 75.2036,
      "eval_samples_per_second": 16.05,
      "eval_steps_per_second": 2.008,
      "step": 2500
    },
    {
      "epoch": 0.552689756816507,
      "grad_norm": 368.7484436035156,
      "learning_rate": 4.0788504053058217e-07,
      "loss": 0.1681,
      "step": 3000
    },
    {
      "epoch": 0.552689756816507,
      "eval_loss": 0.7217888236045837,
      "eval_runtime": 76.0606,
      "eval_samples_per_second": 15.869,
      "eval_steps_per_second": 1.985,
      "step": 3000
    },
    {
      "epoch": 0.6448047162859248,
      "grad_norm": 20.03949737548828,
      "learning_rate": 3.925325472856792e-07,
      "loss": 0.1064,
      "step": 3500
    },
    {
      "epoch": 0.6448047162859248,
      "eval_loss": 0.7048410177230835,
      "eval_runtime": 76.0578,
      "eval_samples_per_second": 15.87,
      "eval_steps_per_second": 1.985,
      "step": 3500
    },
    {
      "epoch": 0.7369196757553427,
      "grad_norm": 363.6124267578125,
      "learning_rate": 3.771800540407762e-07,
      "loss": 0.1357,
      "step": 4000
    },
    {
      "epoch": 0.7369196757553427,
      "eval_loss": 0.6961681246757507,
      "eval_runtime": 76.3574,
      "eval_samples_per_second": 15.807,
      "eval_steps_per_second": 1.978,
      "step": 4000
    },
    {
      "epoch": 0.8290346352247605,
      "grad_norm": 494.03570556640625,
      "learning_rate": 3.618275607958732e-07,
      "loss": 0.1098,
      "step": 4500
    },
    {
      "epoch": 0.8290346352247605,
      "eval_loss": 0.6778352856636047,
      "eval_runtime": 76.4844,
      "eval_samples_per_second": 15.781,
      "eval_steps_per_second": 1.974,
      "step": 4500
    }
  ],
  "logging_steps": 500,
  "max_steps": 16284,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "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
}