Hugging Face's logo

phanerozoic
/
argus-lite

Image Classification
PyTorch
multi-task-perception
computer-vision
semantic-segmentation
depth-estimation
object-detection
vision-transformer
Model card Files
xet
 Community
phanerozoic commited on
Commit
6fefae6
·
verified ·
1 Parent(s): dcbb090

Seg head: 32 epochs (40k iters), mIoU 0.419 plateau

Browse files
Files changed (2) hide show
  1. seg_head.safetensors +1 -1
  2. seg_training_log.json +145 -10
seg_head.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:13fdeddf56a62a9ec353347b299b5985dd441c6a73024b737d62e016cee61b2a
3
  size 237672
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5c69ebf198b2e79b75c81053f2515d761ac7afbd78361f1a7d576d3041d633e3
3
  size 237672
seg_training_log.json CHANGED
@@ -5,28 +5,163 @@
5
  "epochs": [
6
  {
7
  "epoch": 1,
8
- "loss": 0.8674988660516006,
9
- "mIoU": 0.3939189910888672
10
  },
11
  {
12
  "epoch": 2,
13
- "loss": 0.6340940220433384,
14
- "mIoU": 0.4051688313484192
15
  },
16
  {
17
  "epoch": 3,
18
- "loss": 0.5995044634631014,
19
- "mIoU": 0.4148668646812439
20
  },
21
  {
22
  "epoch": 4,
23
- "loss": 0.5784928509383002,
24
- "mIoU": 0.4153502881526947
25
  },
26
  {
27
  "epoch": 5,
28
- "loss": 0.5670543080601349,
29
- "mIoU": 0.41669341921806335
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
30
  }
31
  ]
32
  }
 
5
  "epochs": [
6
  {
7
  "epoch": 1,
8
+ "loss": 0.8656195180574675,
9
+ "mIoU": 0.391735702753067
10
  },
11
  {
12
  "epoch": 2,
13
+ "loss": 0.6389605352450058,
14
+ "mIoU": 0.39860308170318604
15
  },
16
  {
17
  "epoch": 3,
18
+ "loss": 0.612666154818599,
19
+ "mIoU": 0.4053176939487457
20
  },
21
  {
22
  "epoch": 4,
23
+ "loss": 0.5977206306852052,
24
+ "mIoU": 0.4096619784832001
25
  },
26
  {
27
  "epoch": 5,
28
+ "loss": 0.5870431456316678,
29
+ "mIoU": 0.40559259057044983
30
+ },
31
+ {
32
+ "epoch": 6,
33
+ "loss": 0.581134858342833,
34
+ "mIoU": 0.4067029654979706
35
+ },
36
+ {
37
+ "epoch": 7,
38
+ "loss": 0.5751154958871463,
39
+ "mIoU": 0.4134138226509094
40
+ },
41
+ {
42
+ "epoch": 8,
43
+ "loss": 0.569845739920179,
44
+ "mIoU": 0.40937477350234985
45
+ },
46
+ {
47
+ "epoch": 9,
48
+ "loss": 0.5665217291619791,
49
+ "mIoU": 0.4121503531932831
50
+ },
51
+ {
52
+ "epoch": 10,
53
+ "loss": 0.5621637137325057,
54
+ "mIoU": 0.41258299350738525
55
+ },
56
+ {
57
+ "epoch": 11,
58
+ "loss": 0.5576910776272711,
59
+ "mIoU": 0.41307222843170166
60
+ },
61
+ {
62
+ "epoch": 12,
63
+ "loss": 0.5538817873712768,
64
+ "mIoU": 0.41557323932647705
65
+ },
66
+ {
67
+ "epoch": 13,
68
+ "loss": 0.5506946880101968,
69
+ "mIoU": 0.4088917672634125
70
+ },
71
+ {
72
+ "epoch": 14,
73
+ "loss": 0.5477962379689644,
74
+ "mIoU": 0.41203439235687256
75
+ },
76
+ {
77
+ "epoch": 15,
78
+ "loss": 0.5460907524526827,
79
+ "mIoU": 0.41216713190078735
80
+ },
81
+ {
82
+ "epoch": 16,
83
+ "loss": 0.5411854022472318,
84
+ "mIoU": 0.4132569134235382
85
+ },
86
+ {
87
+ "epoch": 17,
88
+ "loss": 0.5389872658658575,
89
+ "mIoU": 0.4157162606716156
90
+ },
91
+ {
92
+ "epoch": 18,
93
+ "loss": 0.5355207134312518,
94
+ "mIoU": 0.4143187999725342
95
+ },
96
+ {
97
+ "epoch": 19,
98
+ "loss": 0.5358524976367528,
99
+ "mIoU": 0.41482195258140564
100
+ },
101
+ {
102
+ "epoch": 20,
103
+ "loss": 0.5333436529313583,
104
+ "mIoU": 0.41800427436828613
105
+ },
106
+ {
107
+ "epoch": 21,
108
+ "loss": 0.5304547077780759,
109
+ "mIoU": 0.41747137904167175
110
+ },
111
+ {
112
+ "epoch": 22,
113
+ "loss": 0.5288625921366805,
114
+ "mIoU": 0.41619858145713806
115
+ },
116
+ {
117
+ "epoch": 23,
118
+ "loss": 0.5251121625764353,
119
+ "mIoU": 0.4169582724571228
120
+ },
121
+ {
122
+ "epoch": 24,
123
+ "loss": 0.5237305301432561,
124
+ "mIoU": 0.41682979464530945
125
+ },
126
+ {
127
+ "epoch": 25,
128
+ "loss": 0.5236112683044005,
129
+ "mIoU": 0.41984203457832336
130
+ },
131
+ {
132
+ "epoch": 26,
133
+ "loss": 0.52153510084156,
134
+ "mIoU": 0.4181724488735199
135
+ },
136
+ {
137
+ "epoch": 27,
138
+ "loss": 0.5197624034194464,
139
+ "mIoU": 0.4174767732620239
140
+ },
141
+ {
142
+ "epoch": 28,
143
+ "loss": 0.5191030281928448,
144
+ "mIoU": 0.41854411363601685
145
+ },
146
+ {
147
+ "epoch": 29,
148
+ "loss": 0.5180270903325703,
149
+ "mIoU": 0.41852009296417236
150
+ },
151
+ {
152
+ "epoch": 30,
153
+ "loss": 0.5172123549386611,
154
+ "mIoU": 0.4191465973854065
155
+ },
156
+ {
157
+ "epoch": 31,
158
+ "loss": 0.516800607161586,
159
+ "mIoU": 0.41969236731529236
160
+ },
161
+ {
162
+ "epoch": 32,
163
+ "loss": 0.5162888724041287,
164
+ "mIoU": 0.418545126914978
165
  }
166
  ]
167
  }