Hugging Face's logo

polejowska
/
detr-r50-cd45rb-8ah-6l-512d

Object Detection
Transformers
PyTorch
detr
Generated from Trainer
Inference Endpoints
Model card Files Community
1
detr-r50-cd45rb-8ah-6l-512d
File size: 3,884 Bytes 
71549b7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 2.356618642807007,
  "best_model_checkpoint": "detr-r50-cd45rb-8ah-6l-512d\\checkpoint-46060",
  "epoch": 10.0,
  "global_step": 46060,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 9.001302648719063e-06,
      "loss": 3.7973,
      "step": 4606
    },
    {
      "epoch": 1.0,
      "eval_loss": 3.6332945823669434,
      "eval_runtime": 210.8129,
      "eval_samples_per_second": 8.448,
      "eval_steps_per_second": 1.058,
      "step": 4606
    },
    {
      "epoch": 2.0,
      "learning_rate": 8.001953973078594e-06,
      "loss": 3.3709,
      "step": 9212
    },
    {
      "epoch": 2.0,
      "eval_loss": 2.9579620361328125,
      "eval_runtime": 210.4075,
      "eval_samples_per_second": 8.465,
      "eval_steps_per_second": 1.06,
      "step": 9212
    },
    {
      "epoch": 3.0,
      "learning_rate": 7.002171081198438e-06,
      "loss": 3.3095,
      "step": 13818
    },
    {
      "epoch": 3.0,
      "eval_loss": 2.6953182220458984,
      "eval_runtime": 210.2643,
      "eval_samples_per_second": 8.47,
      "eval_steps_per_second": 1.061,
      "step": 13818
    },
    {
      "epoch": 4.0,
      "learning_rate": 6.002388189318281e-06,
      "loss": 3.2586,
      "step": 18424
    },
    {
      "epoch": 4.0,
      "eval_loss": 2.5300939083099365,
      "eval_runtime": 210.0522,
      "eval_samples_per_second": 8.479,
      "eval_steps_per_second": 1.062,
      "step": 18424
    },
    {
      "epoch": 5.0,
      "learning_rate": 5.002605297438125e-06,
      "loss": 3.1816,
      "step": 23030
    },
    {
      "epoch": 5.0,
      "eval_loss": 2.4802017211914062,
      "eval_runtime": 209.6764,
      "eval_samples_per_second": 8.494,
      "eval_steps_per_second": 1.064,
      "step": 23030
    },
    {
      "epoch": 6.0,
      "learning_rate": 4.003039513677812e-06,
      "loss": 3.1054,
      "step": 27636
    },
    {
      "epoch": 6.0,
      "eval_loss": 2.438953161239624,
      "eval_runtime": 209.669,
      "eval_samples_per_second": 8.494,
      "eval_steps_per_second": 1.064,
      "step": 27636
    },
    {
      "epoch": 7.0,
      "learning_rate": 3.003690838037343e-06,
      "loss": 3.0564,
      "step": 32242
    },
    {
      "epoch": 7.0,
      "eval_loss": 2.396704912185669,
      "eval_runtime": 209.0835,
      "eval_samples_per_second": 8.518,
      "eval_steps_per_second": 1.067,
      "step": 32242
    },
    {
      "epoch": 8.0,
      "learning_rate": 2.0039079461571862e-06,
      "loss": 3.02,
      "step": 36848
    },
    {
      "epoch": 8.0,
      "eval_loss": 2.389368772506714,
      "eval_runtime": 208.3895,
      "eval_samples_per_second": 8.546,
      "eval_steps_per_second": 1.07,
      "step": 36848
    },
    {
      "epoch": 9.0,
      "learning_rate": 1.0043421623968736e-06,
      "loss": 2.9957,
      "step": 41454
    },
    {
      "epoch": 9.0,
      "eval_loss": 2.367252826690674,
      "eval_runtime": 208.4267,
      "eval_samples_per_second": 8.545,
      "eval_steps_per_second": 1.07,
      "step": 41454
    },
    {
      "epoch": 10.0,
      "learning_rate": 4.559270516717325e-09,
      "loss": 2.9709,
      "step": 46060
    },
    {
      "epoch": 10.0,
      "eval_loss": 2.356618642807007,
      "eval_runtime": 208.5158,
      "eval_samples_per_second": 8.541,
      "eval_steps_per_second": 1.069,
      "step": 46060
    },
    {
      "epoch": 10.0,
      "step": 46060,
      "total_flos": 1.4680704123221757e+20,
      "train_loss": 3.2066407734137536,
      "train_runtime": 30464.6591,
      "train_samples_per_second": 6.047,
      "train_steps_per_second": 1.512
    }
  ],
  "max_steps": 46060,
  "num_train_epochs": 10,
  "total_flos": 1.4680704123221757e+20,
  "trial_name": null,
  "trial_params": null
}