File size: 8,199 Bytes
ceda411
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
{
  "best_metric": 0.0149,
  "best_model_checkpoint": "test_detr_finetuned_cppe5/checkpoint-428",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 428,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "step": 107,
      "train_loss": 3.0001344680786133,
      "train_map": 0.0047,
      "train_map_50": 0.0176,
      "train_map_75": 0.0014,
      "train_map_Coverall": 0.0232,
      "train_map_Face_Shield": 0.0,
      "train_map_Gloves": 0.0001,
      "train_map_Goggles": 0.0,
      "train_map_Mask": 0.0004,
      "train_map_large": 0.0049,
      "train_map_medium": 0.0002,
      "train_map_small": 0.0016,
      "train_mar_1": 0.0108,
      "train_mar_10": 0.0458,
      "train_mar_100": 0.0837,
      "train_mar_100_Coverall": 0.3473,
      "train_mar_100_Face_Shield": 0.0,
      "train_mar_100_Gloves": 0.0145,
      "train_mar_100_Goggles": 0.0,
      "train_mar_100_Mask": 0.0567,
      "train_mar_large": 0.0731,
      "train_mar_medium": 0.0246,
      "train_mar_small": 0.0013,
      "train_runtime": 83.8338,
      "train_samples_per_second": 10.139,
      "train_steps_per_second": 1.276
    },
    {
      "epoch": 1.0,
      "eval_loss": 3.0698611736297607,
      "eval_map": 0.0038,
      "eval_map_50": 0.0126,
      "eval_map_75": 0.0008,
      "eval_map_Coverall": 0.0183,
      "eval_map_Face_Shield": 0.0,
      "eval_map_Gloves": 0.0002,
      "eval_map_Goggles": 0.0,
      "eval_map_Mask": 0.0004,
      "eval_map_large": 0.0044,
      "eval_map_medium": 0.0002,
      "eval_map_small": 0.0022,
      "eval_mar_1": 0.0063,
      "eval_mar_10": 0.0308,
      "eval_mar_100": 0.0561,
      "eval_mar_100_Coverall": 0.2185,
      "eval_mar_100_Face_Shield": 0.0,
      "eval_mar_100_Gloves": 0.0156,
      "eval_mar_100_Goggles": 0.0,
      "eval_mar_100_Mask": 0.0462,
      "eval_mar_large": 0.05,
      "eval_mar_medium": 0.0266,
      "eval_mar_small": 0.0022,
      "eval_runtime": 43.5223,
      "eval_samples_per_second": 3.447,
      "eval_steps_per_second": 0.437,
      "step": 107
    },
    {
      "epoch": 2.0,
      "step": 214,
      "train_loss": 2.964989423751831,
      "train_map": 0.0073,
      "train_map_50": 0.0272,
      "train_map_75": 0.0018,
      "train_map_Coverall": 0.0358,
      "train_map_Face_Shield": 0.0,
      "train_map_Gloves": 0.0002,
      "train_map_Goggles": 0.0,
      "train_map_Mask": 0.0005,
      "train_map_large": 0.0075,
      "train_map_medium": 0.0002,
      "train_map_small": 0.0018,
      "train_mar_1": 0.0107,
      "train_mar_10": 0.045,
      "train_mar_100": 0.0775,
      "train_mar_100_Coverall": 0.2974,
      "train_mar_100_Face_Shield": 0.0,
      "train_mar_100_Gloves": 0.0302,
      "train_mar_100_Goggles": 0.0,
      "train_mar_100_Mask": 0.06,
      "train_mar_large": 0.0627,
      "train_mar_medium": 0.0311,
      "train_mar_small": 0.0012,
      "train_runtime": 86.7545,
      "train_samples_per_second": 9.798,
      "train_steps_per_second": 1.233
    },
    {
      "epoch": 2.0,
      "eval_loss": 3.0518693923950195,
      "eval_map": 0.0042,
      "eval_map_50": 0.0172,
      "eval_map_75": 0.0009,
      "eval_map_Coverall": 0.0203,
      "eval_map_Face_Shield": 0.0,
      "eval_map_Gloves": 0.0003,
      "eval_map_Goggles": 0.0,
      "eval_map_Mask": 0.0004,
      "eval_map_large": 0.0046,
      "eval_map_medium": 0.0003,
      "eval_map_small": 0.0005,
      "eval_mar_1": 0.0064,
      "eval_mar_10": 0.0308,
      "eval_mar_100": 0.0561,
      "eval_mar_100_Coverall": 0.2045,
      "eval_mar_100_Face_Shield": 0.0,
      "eval_mar_100_Gloves": 0.0339,
      "eval_mar_100_Goggles": 0.0,
      "eval_mar_100_Mask": 0.0422,
      "eval_mar_large": 0.0468,
      "eval_mar_medium": 0.0333,
      "eval_mar_small": 0.0004,
      "eval_runtime": 41.1994,
      "eval_samples_per_second": 3.641,
      "eval_steps_per_second": 0.461,
      "step": 214
    },
    {
      "epoch": 3.0,
      "step": 321,
      "train_loss": 2.9912493228912354,
      "train_map": 0.0034,
      "train_map_50": 0.0129,
      "train_map_75": 0.0014,
      "train_map_Coverall": 0.0166,
      "train_map_Face_Shield": 0.0003,
      "train_map_Gloves": 0.0,
      "train_map_Goggles": 0.0,
      "train_map_Mask": 0.0003,
      "train_map_large": 0.0039,
      "train_map_medium": 0.0001,
      "train_map_small": 0.0028,
      "train_mar_1": 0.0112,
      "train_mar_10": 0.0458,
      "train_mar_100": 0.0675,
      "train_mar_100_Coverall": 0.2772,
      "train_mar_100_Face_Shield": 0.004,
      "train_mar_100_Gloves": 0.014,
      "train_mar_100_Goggles": 0.0,
      "train_mar_100_Mask": 0.0425,
      "train_mar_large": 0.0589,
      "train_mar_medium": 0.02,
      "train_mar_small": 0.0021,
      "train_runtime": 80.1813,
      "train_samples_per_second": 10.601,
      "train_steps_per_second": 1.334
    },
    {
      "epoch": 3.0,
      "eval_loss": 3.0276060104370117,
      "eval_map": 0.0029,
      "eval_map_50": 0.0113,
      "eval_map_75": 0.0007,
      "eval_map_Coverall": 0.0137,
      "eval_map_Face_Shield": 0.0003,
      "eval_map_Gloves": 0.0,
      "eval_map_Goggles": 0.0,
      "eval_map_Mask": 0.0003,
      "eval_map_large": 0.0031,
      "eval_map_medium": 0.0002,
      "eval_map_small": 0.001,
      "eval_mar_1": 0.0057,
      "eval_mar_10": 0.0326,
      "eval_mar_100": 0.0506,
      "eval_mar_100_Coverall": 0.2108,
      "eval_mar_100_Face_Shield": 0.0063,
      "eval_mar_100_Gloves": 0.0058,
      "eval_mar_100_Goggles": 0.0,
      "eval_mar_100_Mask": 0.0302,
      "eval_mar_large": 0.0482,
      "eval_mar_medium": 0.0184,
      "eval_mar_small": 0.0009,
      "eval_runtime": 49.8337,
      "eval_samples_per_second": 3.01,
      "eval_steps_per_second": 0.381,
      "step": 321
    },
    {
      "epoch": 4.0,
      "step": 428,
      "train_loss": 2.774980068206787,
      "train_map": 0.0215,
      "train_map_50": 0.0526,
      "train_map_75": 0.0145,
      "train_map_Coverall": 0.1068,
      "train_map_Face_Shield": 0.0003,
      "train_map_Gloves": 0.0001,
      "train_map_Goggles": 0.0,
      "train_map_Mask": 0.0003,
      "train_map_large": 0.0226,
      "train_map_medium": 0.0001,
      "train_map_small": 0.0025,
      "train_mar_1": 0.0295,
      "train_mar_10": 0.08,
      "train_mar_100": 0.106,
      "train_mar_100_Coverall": 0.431,
      "train_mar_100_Face_Shield": 0.0397,
      "train_mar_100_Gloves": 0.0193,
      "train_mar_100_Goggles": 0.0,
      "train_mar_100_Mask": 0.0401,
      "train_mar_large": 0.1015,
      "train_mar_medium": 0.0255,
      "train_mar_small": 0.005,
      "train_runtime": 75.8168,
      "train_samples_per_second": 11.211,
      "train_steps_per_second": 1.411
    },
    {
      "epoch": 4.0,
      "eval_loss": 2.858452558517456,
      "eval_map": 0.0149,
      "eval_map_50": 0.0389,
      "eval_map_75": 0.0106,
      "eval_map_Coverall": 0.0739,
      "eval_map_Face_Shield": 0.0001,
      "eval_map_Gloves": 0.0,
      "eval_map_Goggles": 0.0,
      "eval_map_Mask": 0.0005,
      "eval_map_large": 0.0169,
      "eval_map_medium": 0.0001,
      "eval_map_small": 0.003,
      "eval_mar_1": 0.018,
      "eval_mar_10": 0.051,
      "eval_mar_100": 0.0751,
      "eval_mar_100_Coverall": 0.3243,
      "eval_mar_100_Face_Shield": 0.0063,
      "eval_mar_100_Gloves": 0.0098,
      "eval_mar_100_Goggles": 0.0,
      "eval_mar_100_Mask": 0.0351,
      "eval_mar_large": 0.0756,
      "eval_mar_medium": 0.0173,
      "eval_mar_small": 0.0055,
      "eval_runtime": 39.8886,
      "eval_samples_per_second": 3.76,
      "eval_steps_per_second": 0.476,
      "step": 428
    }
  ],
  "logging_steps": 500,
  "max_steps": 10700,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 100,
  "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": 6.1082572925952e+17,
  "train_batch_size": 8,
  "trial_name": null,
  "trial_params": null
}