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benjamintli
/
dfine_coco2017-1k

Object Detection
Transformers
Safetensors
d_fine
Generated from Trainer
Model card Files
xet
 Community
benjamintli commited on
Commit
a954bde
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1 Parent(s): 9255e8a

End of training

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Files changed (2) hide show
  1. README.md +143 -143
  2. training_args.bin +1 -1
README.md CHANGED
@@ -20,173 +20,173 @@ It achieves the following results on the evaluation set:
20
  - Map: 0.0299
21
  - Map 50: 0.0372
22
  - Map 75: 0.0329
23
- - Map Small: 0.0085
24
- - Map Medium: 0.0369
25
- - Map Large: 0.0435
26
- - Mar 1: 0.1037
27
- - Mar 10: 0.1704
28
- - Mar 100: 0.1887
29
- - Mar Small: 0.0232
30
- - Mar Medium: 0.1135
31
- - Mar Large: 0.2753
32
- - Map Person: 0.1633
33
- - Mar 100 Person: 0.4451
34
- - Map Bicycle: 0.0
35
- - Mar 100 Bicycle: 0.0
36
- - Map Car: 0.1625
37
- - Mar 100 Car: 0.3451
38
- - Map Motorcycle: 0.0006
39
- - Mar 100 Motorcycle: 0.1437
40
  - Map Airplane: 0.0221
41
- - Mar 100 Airplane: 0.6857
42
- - Map Bus: 0.3589
43
- - Mar 100 Bus: 0.7917
44
- - Map Train: 0.0096
45
- - Mar 100 Train: 0.1111
46
- - Map Truck: 0.108
47
- - Mar 100 Truck: 0.569
48
- - Map Boat: 0.0123
49
- - Mar 100 Boat: 0.2408
50
- - Map Traffic light: 0.0388
51
- - Mar 100 Traffic light: 0.1083
52
- - Map Fire hydrant: -1.0
53
- - Mar 100 Fire hydrant: -1.0
54
- - Map Stop sign: 0.006
55
- - Mar 100 Stop sign: 0.225
56
- - Map Parking meter: 0.0
57
- - Mar 100 Parking meter: 0.0
58
  - Map Bench: 0.0009
59
- - Mar 100 Bench: 0.275
60
  - Map Bird: 0.0016
61
- - Mar 100 Bird: 0.5
 
 
 
 
 
 
 
 
62
  - Map Cat: 0.0047
63
- - Mar 100 Cat: 0.3692
64
- - Map Dog: 0.0
65
- - Mar 100 Dog: 0.0
66
- - Map Horse: 0.0022
67
- - Mar 100 Horse: 0.6
68
- - Map Sheep: 0.0
69
- - Mar 100 Sheep: 0.0
70
  - Map Cow: 0.1326
71
- - Mar 100 Cow: 0.4625
 
 
 
72
  - Map Elephant: 0.0034
73
- - Mar 100 Elephant: 0.5111
74
- - Map Bear: 0.0
75
- - Mar 100 Bear: 0.0
76
- - Map Zebra: 0.0015
77
- - Mar 100 Zebra: 0.0909
78
  - Map Giraffe: 0.0976
79
- - Mar 100 Giraffe: 0.9556
80
- - Map Backpack: 0.0021
81
- - Mar 100 Backpack: 0.0333
82
- - Map Umbrella: 0.0001
83
- - Mar 100 Umbrella: 0.0353
84
  - Map Handbag: 0.0022
85
- - Mar 100 Handbag: 0.136
86
- - Map Tie: 0.0
87
- - Mar 100 Tie: 0.0
88
- - Map Suitcase: 0.0009
89
- - Mar 100 Suitcase: 0.225
90
- - Map Frisbee: 0.0008
91
- - Mar 100 Frisbee: 0.6333
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
92
  - Map Skis: 0.0049
93
- - Mar 100 Skis: 0.0875
94
  - Map Snowboard: 0.0
95
- - Mar 100 Snowboard: 0.0
96
  - Map Sports ball: 0.0
97
- - Mar 100 Sports ball: 0.0
98
- - Map Kite: 0.008
99
- - Mar 100 Kite: 0.1611
100
- - Map Baseball bat: 0.0
101
- - Mar 100 Baseball bat: 0.0
102
- - Map Baseball glove: 0.1984
103
- - Mar 100 Baseball glove: 0.3438
104
- - Map Skateboard: 0.0
105
- - Mar 100 Skateboard: 0.0
106
  - Map Surfboard: 0.0027
107
- - Mar 100 Surfboard: 0.3818
108
  - Map Tennis racket: 0.1978
109
- - Mar 100 Tennis racket: 0.5
110
- - Map Bottle: 0.046
111
- - Mar 100 Bottle: 0.3444
 
 
 
 
 
 
 
112
  - Map Wine glass: 0.0
113
- - Mar 100 Wine glass: 0.0
114
- - Map Cup: 0.0592
115
- - Mar 100 Cup: 0.2686
116
- - Map Fork: 0.0027
117
- - Mar 100 Fork: 0.0643
118
- - Map Knife: 0.001
119
- - Mar 100 Knife: 0.0333
120
- - Map Spoon: 0.0
121
- - Mar 100 Spoon: 0.0
122
- - Map Bowl: 0.0588
123
- - Mar 100 Bowl: 0.224
124
- - Map Banana: 0.0063
125
- - Mar 100 Banana: 0.0545
126
- - Map Apple: 0.0
127
  - Mar 100 Apple: 0.0
128
- - Map Sandwich: 0.0
129
- - Mar 100 Sandwich: 0.0
130
- - Map Orange: 0.0
131
- - Mar 100 Orange: 0.0
132
- - Map Broccoli: 0.0007
 
 
 
 
 
 
 
 
133
  - Mar 100 Broccoli: 0.1143
134
- - Map Carrot: 0.0
135
- - Mar 100 Carrot: 0.0
136
- - Map Hot dog: 0.0
137
- - Mar 100 Hot dog: 0.0
138
- - Map Pizza: 0.0451
139
- - Mar 100 Pizza: 0.16
140
- - Map Donut: -1.0
141
- - Mar 100 Donut: -1.0
142
- - Map Cake: 0.0142
143
  - Mar 100 Cake: 0.25
144
- - Map Chair: 0.0741
 
 
 
145
  - Mar 100 Chair: 0.2458
146
- - Map Couch: 0.0125
147
  - Mar 100 Couch: 0.3455
148
- - Map Potted plant: 0.0026
149
- - Mar 100 Potted plant: 0.205
150
- - Map Bed: 0.0
151
- - Mar 100 Bed: 0.0
152
- - Map Dining table: 0.0596
153
  - Mar 100 Dining table: 0.45
154
- - Map Toilet: 0.0101
155
- - Mar 100 Toilet: 0.2529
156
- - Map Tv: 0.2457
157
- - Mar 100 Tv: 0.5615
158
- - Map Laptop: 0.0009
159
- - Mar 100 Laptop: 0.1222
160
- - Map Mouse: 0.0
161
- - Mar 100 Mouse: 0.0
162
- - Map Remote: 0.0053
163
- - Mar 100 Remote: 0.0905
164
- - Map Keyboard: 0.0
165
  - Mar 100 Keyboard: 0.0
166
- - Map Cell phone: 0.08
167
- - Mar 100 Cell phone: 0.1474
168
- - Map Microwave: 0.0
169
  - Mar 100 Microwave: 0.0
170
- - Map Oven: 0.0
 
 
171
  - Mar 100 Oven: 0.0
172
- - Map Toaster: -1.0
173
- - Mar 100 Toaster: -1.0
174
- - Map Sink: 0.0001
175
- - Mar 100 Sink: 0.05
176
- - Map Refrigerator: 0.0013
177
  - Mar 100 Refrigerator: 0.1286
178
- - Map Book: 0.0002
179
- - Mar 100 Book: 0.0344
180
- - Map Clock: 0.001
181
- - Mar 100 Clock: 0.1412
182
- - Map Vase: 0.0002
183
- - Mar 100 Vase: 0.0833
184
- - Map Scissors: 0.0
185
  - Mar 100 Scissors: 0.0
186
- - Map Teddy bear: 0.0
 
 
 
 
 
 
 
 
 
187
  - Mar 100 Teddy bear: 0.0
188
- - Map Toothbrush: 0.0
 
 
 
189
  - Mar 100 Toothbrush: 0.0
 
 
 
 
 
 
 
 
 
 
 
190
 
191
  ## Model description
192
 
@@ -217,9 +217,9 @@ The following hyperparameters were used during training:
217
 
218
  ### Training results
219
 
220
- | Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Person | Mar 100 Person | Map Bicycle | Mar 100 Bicycle | Map Car | Mar 100 Car | Map Motorcycle | Mar 100 Motorcycle | Map Airplane | Mar 100 Airplane | Map Bus | Mar 100 Bus | Map Train | Mar 100 Train | Map Truck | Mar 100 Truck | Map Boat | Mar 100 Boat | Map Traffic light | Mar 100 Traffic light | Map Fire hydrant | Mar 100 Fire hydrant | Map Stop sign | Mar 100 Stop sign | Map Parking meter | Mar 100 Parking meter | Map Bench | Mar 100 Bench | Map Bird | Mar 100 Bird | Map Cat | Mar 100 Cat | Map Dog | Mar 100 Dog | Map Horse | Mar 100 Horse | Map Sheep | Mar 100 Sheep | Map Cow | Mar 100 Cow | Map Elephant | Mar 100 Elephant | Map Bear | Mar 100 Bear | Map Zebra | Mar 100 Zebra | Map Giraffe | Mar 100 Giraffe | Map Backpack | Mar 100 Backpack | Map Umbrella | Mar 100 Umbrella | Map Handbag | Mar 100 Handbag | Map Tie | Mar 100 Tie | Map Suitcase | Mar 100 Suitcase | Map Frisbee | Mar 100 Frisbee | Map Skis | Mar 100 Skis | Map Snowboard | Mar 100 Snowboard | Map Sports ball | Mar 100 Sports ball | Map Kite | Mar 100 Kite | Map Baseball bat | Mar 100 Baseball bat | Map Baseball glove | Mar 100 Baseball glove | Map Skateboard | Mar 100 Skateboard | Map Surfboard | Mar 100 Surfboard | Map Tennis racket | Mar 100 Tennis racket | Map Bottle | Mar 100 Bottle | Map Wine glass | Mar 100 Wine glass | Map Cup | Mar 100 Cup | Map Fork | Mar 100 Fork | Map Knife | Mar 100 Knife | Map Spoon | Mar 100 Spoon | Map Bowl | Mar 100 Bowl | Map Banana | Mar 100 Banana | Map Apple | Mar 100 Apple | Map Sandwich | Mar 100 Sandwich | Map Orange | Mar 100 Orange | Map Broccoli | Mar 100 Broccoli | Map Carrot | Mar 100 Carrot | Map Hot dog | Mar 100 Hot dog | Map Pizza | Mar 100 Pizza | Map Donut | Mar 100 Donut | Map Cake | Mar 100 Cake | Map Chair | Mar 100 Chair | Map Couch | Mar 100 Couch | Map Potted plant | Mar 100 Potted plant | Map Bed | Mar 100 Bed | Map Dining table | Mar 100 Dining table | Map Toilet | Mar 100 Toilet | Map Tv | Mar 100 Tv | Map Laptop | Mar 100 Laptop | Map Mouse | Mar 100 Mouse | Map Remote | Mar 100 Remote | Map Keyboard | Mar 100 Keyboard | Map Cell phone | Mar 100 Cell phone | Map Microwave | Mar 100 Microwave | Map Oven | Mar 100 Oven | Map Toaster | Mar 100 Toaster | Map Sink | Mar 100 Sink | Map Refrigerator | Mar 100 Refrigerator | Map Book | Mar 100 Book | Map Clock | Mar 100 Clock | Map Vase | Mar 100 Vase | Map Scissors | Mar 100 Scissors | Map Teddy bear | Mar 100 Teddy bear | Map Toothbrush | Mar 100 Toothbrush |
221
- |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:----------:|:--------------:|:-----------:|:---------------:|:-------:|:-----------:|:--------------:|:------------------:|:------------:|:----------------:|:-------:|:-----------:|:---------:|:-------------:|:---------:|:-------------:|:--------:|:------------:|:-----------------:|:---------------------:|:----------------:|:--------------------:|:-------------:|:-----------------:|:-----------------:|:---------------------:|:---------:|:-------------:|:--------:|:------------:|:-------:|:-----------:|:-------:|:-----------:|:---------:|:-------------:|:---------:|:-------------:|:-------:|:-----------:|:------------:|:----------------:|:--------:|:------------:|:---------:|:-------------:|:-----------:|:---------------:|:------------:|:----------------:|:------------:|:----------------:|:-----------:|:---------------:|:-------:|:-----------:|:------------:|:----------------:|:-----------:|:---------------:|:--------:|:------------:|:-------------:|:-----------------:|:---------------:|:-------------------:|:--------:|:------------:|:----------------:|:--------------------:|:------------------:|:----------------------:|:--------------:|:------------------:|:-------------:|:-----------------:|:-----------------:|:---------------------:|:----------:|:--------------:|:--------------:|:------------------:|:-------:|:-----------:|:--------:|:------------:|:---------:|:-------------:|:---------:|:-------------:|:--------:|:------------:|:----------:|:--------------:|:---------:|:-------------:|:------------:|:----------------:|:----------:|:--------------:|:------------:|:----------------:|:----------:|:--------------:|:-----------:|:---------------:|:---------:|:-------------:|:---------:|:-------------:|:--------:|:------------:|:---------:|:-------------:|:---------:|:-------------:|:----------------:|:--------------------:|:-------:|:-----------:|:----------------:|:--------------------:|:----------:|:--------------:|:------:|:----------:|:----------:|:--------------:|:---------:|:-------------:|:----------:|:--------------:|:------------:|:----------------:|:--------------:|:------------------:|:-------------:|:-----------------:|:--------:|:------------:|:-----------:|:---------------:|:--------:|:------------:|:----------------:|:--------------------:|:--------:|:------------:|:---------:|:-------------:|:--------:|:------------:|:------------:|:----------------:|:--------------:|:------------------:|:--------------:|:------------------:|
222
- | 76.1385 | 1.0 | 740 | 3.0118 | 0.0299 | 0.0372 | 0.0329 | 0.0085 | 0.0369 | 0.0435 | 0.1037 | 0.1704 | 0.1887 | 0.0232 | 0.1135 | 0.2753 | 0.1633 | 0.4451 | 0.0 | 0.0 | 0.1625 | 0.3451 | 0.0006 | 0.1437 | 0.0221 | 0.6857 | 0.3589 | 0.7917 | 0.0096 | 0.1111 | 0.108 | 0.569 | 0.0123 | 0.2408 | 0.0388 | 0.1083 | -1.0 | -1.0 | 0.006 | 0.225 | 0.0 | 0.0 | 0.0009 | 0.275 | 0.0016 | 0.5 | 0.0047 | 0.3692 | 0.0 | 0.0 | 0.0022 | 0.6 | 0.0 | 0.0 | 0.1326 | 0.4625 | 0.0034 | 0.5111 | 0.0 | 0.0 | 0.0015 | 0.0909 | 0.0976 | 0.9556 | 0.0021 | 0.0333 | 0.0001 | 0.0353 | 0.0022 | 0.136 | 0.0 | 0.0 | 0.0009 | 0.225 | 0.0008 | 0.6333 | 0.0049 | 0.0875 | 0.0 | 0.0 | 0.0 | 0.0 | 0.008 | 0.1611 | 0.0 | 0.0 | 0.1984 | 0.3438 | 0.0 | 0.0 | 0.0027 | 0.3818 | 0.1978 | 0.5 | 0.046 | 0.3444 | 0.0 | 0.0 | 0.0592 | 0.2686 | 0.0027 | 0.0643 | 0.001 | 0.0333 | 0.0 | 0.0 | 0.0588 | 0.224 | 0.0063 | 0.0545 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0007 | 0.1143 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0451 | 0.16 | -1.0 | -1.0 | 0.0142 | 0.25 | 0.0741 | 0.2458 | 0.0125 | 0.3455 | 0.0026 | 0.205 | 0.0 | 0.0 | 0.0596 | 0.45 | 0.0101 | 0.2529 | 0.2457 | 0.5615 | 0.0009 | 0.1222 | 0.0 | 0.0 | 0.0053 | 0.0905 | 0.0 | 0.0 | 0.08 | 0.1474 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0001 | 0.05 | 0.0013 | 0.1286 | 0.0002 | 0.0344 | 0.001 | 0.1412 | 0.0002 | 0.0833 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
223
 
224
 
225
  ### Framework versions
 
20
  - Map: 0.0299
21
  - Map 50: 0.0372
22
  - Map 75: 0.0329
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
23
  - Map Airplane: 0.0221
24
+ - Map Apple: 0.0
25
+ - Map Backpack: 0.0021
26
+ - Map Banana: 0.0063
27
+ - Map Baseball bat: 0.0
28
+ - Map Baseball glove: 0.1984
29
+ - Map Bear: 0.0
30
+ - Map Bed: 0.0
 
 
 
 
 
 
 
 
 
 
31
  - Map Bench: 0.0009
32
+ - Map Bicycle: 0.0
33
  - Map Bird: 0.0016
34
+ - Map Boat: 0.0123
35
+ - Map Book: 0.0002
36
+ - Map Bottle: 0.046
37
+ - Map Bowl: 0.0588
38
+ - Map Broccoli: 0.0007
39
+ - Map Bus: 0.3589
40
+ - Map Cake: 0.0142
41
+ - Map Car: 0.1625
42
+ - Map Carrot: 0.0
43
  - Map Cat: 0.0047
44
+ - Map Cell phone: 0.08
45
+ - Map Chair: 0.0741
46
+ - Map Clock: 0.001
47
+ - Map Couch: 0.0125
 
 
 
48
  - Map Cow: 0.1326
49
+ - Map Cup: 0.0592
50
+ - Map Dining table: 0.0596
51
+ - Map Dog: 0.0
52
+ - Map Donut: -1.0
53
  - Map Elephant: 0.0034
54
+ - Map Fire hydrant: -1.0
55
+ - Map Fork: 0.0027
56
+ - Map Frisbee: 0.0008
 
 
57
  - Map Giraffe: 0.0976
 
 
 
 
 
58
  - Map Handbag: 0.0022
59
+ - Map Horse: 0.0022
60
+ - Map Hot dog: 0.0
61
+ - Map Keyboard: 0.0
62
+ - Map Kite: 0.008
63
+ - Map Knife: 0.001
64
+ - Map Laptop: 0.0009
65
+ - Map Large: 0.0435
66
+ - Map Medium: 0.0369
67
+ - Map Microwave: 0.0
68
+ - Map Motorcycle: 0.0006
69
+ - Map Mouse: 0.0
70
+ - Map Orange: 0.0
71
+ - Map Oven: 0.0
72
+ - Map Parking meter: 0.0
73
+ - Map Person: 0.1633
74
+ - Map Pizza: 0.0451
75
+ - Map Potted plant: 0.0026
76
+ - Map Refrigerator: 0.0013
77
+ - Map Remote: 0.0053
78
+ - Map Sandwich: 0.0
79
+ - Map Scissors: 0.0
80
+ - Map Sheep: 0.0
81
+ - Map Sink: 0.0001
82
+ - Map Skateboard: 0.0
83
  - Map Skis: 0.0049
84
+ - Map Small: 0.0085
85
  - Map Snowboard: 0.0
86
+ - Map Spoon: 0.0
87
  - Map Sports ball: 0.0
88
+ - Map Stop sign: 0.006
89
+ - Map Suitcase: 0.0009
 
 
 
 
 
 
 
90
  - Map Surfboard: 0.0027
91
+ - Map Teddy bear: 0.0
92
  - Map Tennis racket: 0.1978
93
+ - Map Tie: 0.0
94
+ - Map Toaster: -1.0
95
+ - Map Toilet: 0.0101
96
+ - Map Toothbrush: 0.0
97
+ - Map Traffic light: 0.0388
98
+ - Map Train: 0.0096
99
+ - Map Truck: 0.108
100
+ - Map Tv: 0.2457
101
+ - Map Umbrella: 0.0001
102
+ - Map Vase: 0.0002
103
  - Map Wine glass: 0.0
104
+ - Map Zebra: 0.0015
105
+ - Mar 1: 0.1037
106
+ - Mar 10: 0.1704
107
+ - Mar 100: 0.1887
108
+ - Mar 100 Airplane: 0.6857
 
 
 
 
 
 
 
 
 
109
  - Mar 100 Apple: 0.0
110
+ - Mar 100 Backpack: 0.0333
111
+ - Mar 100 Banana: 0.0545
112
+ - Mar 100 Baseball bat: 0.0
113
+ - Mar 100 Baseball glove: 0.3438
114
+ - Mar 100 Bear: 0.0
115
+ - Mar 100 Bed: 0.0
116
+ - Mar 100 Bench: 0.275
117
+ - Mar 100 Bicycle: 0.0
118
+ - Mar 100 Bird: 0.5
119
+ - Mar 100 Boat: 0.2408
120
+ - Mar 100 Book: 0.0344
121
+ - Mar 100 Bottle: 0.3444
122
+ - Mar 100 Bowl: 0.224
123
  - Mar 100 Broccoli: 0.1143
124
+ - Mar 100 Bus: 0.7917
 
 
 
 
 
 
 
 
125
  - Mar 100 Cake: 0.25
126
+ - Mar 100 Car: 0.3451
127
+ - Mar 100 Carrot: 0.0
128
+ - Mar 100 Cat: 0.3692
129
+ - Mar 100 Cell phone: 0.1474
130
  - Mar 100 Chair: 0.2458
131
+ - Mar 100 Clock: 0.1412
132
  - Mar 100 Couch: 0.3455
133
+ - Mar 100 Cow: 0.4625
134
+ - Mar 100 Cup: 0.2686
 
 
 
135
  - Mar 100 Dining table: 0.45
136
+ - Mar 100 Dog: 0.0
137
+ - Mar 100 Donut: -1.0
138
+ - Mar 100 Elephant: 0.5111
139
+ - Mar 100 Fire hydrant: -1.0
140
+ - Mar 100 Fork: 0.0643
141
+ - Mar 100 Frisbee: 0.6333
142
+ - Mar 100 Giraffe: 0.9556
143
+ - Mar 100 Handbag: 0.136
144
+ - Mar 100 Horse: 0.6
145
+ - Mar 100 Hot dog: 0.0
 
146
  - Mar 100 Keyboard: 0.0
147
+ - Mar 100 Kite: 0.1611
148
+ - Mar 100 Knife: 0.0333
149
+ - Mar 100 Laptop: 0.1222
150
  - Mar 100 Microwave: 0.0
151
+ - Mar 100 Motorcycle: 0.1437
152
+ - Mar 100 Mouse: 0.0
153
+ - Mar 100 Orange: 0.0
154
  - Mar 100 Oven: 0.0
155
+ - Mar 100 Parking meter: 0.0
156
+ - Mar 100 Person: 0.4451
157
+ - Mar 100 Pizza: 0.16
158
+ - Mar 100 Potted plant: 0.205
 
159
  - Mar 100 Refrigerator: 0.1286
160
+ - Mar 100 Remote: 0.0905
161
+ - Mar 100 Sandwich: 0.0
 
 
 
 
 
162
  - Mar 100 Scissors: 0.0
163
+ - Mar 100 Sheep: 0.0
164
+ - Mar 100 Sink: 0.05
165
+ - Mar 100 Skateboard: 0.0
166
+ - Mar 100 Skis: 0.0875
167
+ - Mar 100 Snowboard: 0.0
168
+ - Mar 100 Spoon: 0.0
169
+ - Mar 100 Sports ball: 0.0
170
+ - Mar 100 Stop sign: 0.225
171
+ - Mar 100 Suitcase: 0.225
172
+ - Mar 100 Surfboard: 0.3818
173
  - Mar 100 Teddy bear: 0.0
174
+ - Mar 100 Tennis racket: 0.5
175
+ - Mar 100 Tie: 0.0
176
+ - Mar 100 Toaster: -1.0
177
+ - Mar 100 Toilet: 0.2529
178
  - Mar 100 Toothbrush: 0.0
179
+ - Mar 100 Traffic light: 0.1083
180
+ - Mar 100 Train: 0.1111
181
+ - Mar 100 Truck: 0.569
182
+ - Mar 100 Tv: 0.5615
183
+ - Mar 100 Umbrella: 0.0353
184
+ - Mar 100 Vase: 0.0833
185
+ - Mar 100 Wine glass: 0.0
186
+ - Mar 100 Zebra: 0.0909
187
+ - Mar Large: 0.2753
188
+ - Mar Medium: 0.1135
189
+ - Mar Small: 0.0232
190
 
191
  ## Model description
192
 
 
217
 
218
  ### Training results
219
 
220
+ | Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Airplane | Map Apple | Map Backpack | Map Banana | Map Baseball bat | Map Baseball glove | Map Bear | Map Bed | Map Bench | Map Bicycle | Map Bird | Map Boat | Map Book | Map Bottle | Map Bowl | Map Broccoli | Map Bus | Map Cake | Map Car | Map Carrot | Map Cat | Map Cell phone | Map Chair | Map Clock | Map Couch | Map Cow | Map Cup | Map Dining table | Map Dog | Map Donut | Map Elephant | Map Fire hydrant | Map Fork | Map Frisbee | Map Giraffe | Map Handbag | Map Horse | Map Hot dog | Map Keyboard | Map Kite | Map Knife | Map Laptop | Map Large | Map Medium | Map Microwave | Map Motorcycle | Map Mouse | Map Orange | Map Oven | Map Parking meter | Map Person | Map Pizza | Map Potted plant | Map Refrigerator | Map Remote | Map Sandwich | Map Scissors | Map Sheep | Map Sink | Map Skateboard | Map Skis | Map Small | Map Snowboard | Map Spoon | Map Sports ball | Map Stop sign | Map Suitcase | Map Surfboard | Map Teddy bear | Map Tennis racket | Map Tie | Map Toaster | Map Toilet | Map Toothbrush | Map Traffic light | Map Train | Map Truck | Map Tv | Map Umbrella | Map Vase | Map Wine glass | Map Zebra | Mar 1 | Mar 10 | Mar 100 | Mar 100 Airplane | Mar 100 Apple | Mar 100 Backpack | Mar 100 Banana | Mar 100 Baseball bat | Mar 100 Baseball glove | Mar 100 Bear | Mar 100 Bed | Mar 100 Bench | Mar 100 Bicycle | Mar 100 Bird | Mar 100 Boat | Mar 100 Book | Mar 100 Bottle | Mar 100 Bowl | Mar 100 Broccoli | Mar 100 Bus | Mar 100 Cake | Mar 100 Car | Mar 100 Carrot | Mar 100 Cat | Mar 100 Cell phone | Mar 100 Chair | Mar 100 Clock | Mar 100 Couch | Mar 100 Cow | Mar 100 Cup | Mar 100 Dining table | Mar 100 Dog | Mar 100 Donut | Mar 100 Elephant | Mar 100 Fire hydrant | Mar 100 Fork | Mar 100 Frisbee | Mar 100 Giraffe | Mar 100 Handbag | Mar 100 Horse | Mar 100 Hot dog | Mar 100 Keyboard | Mar 100 Kite | Mar 100 Knife | Mar 100 Laptop | Mar 100 Microwave | Mar 100 Motorcycle | Mar 100 Mouse | Mar 100 Orange | Mar 100 Oven | Mar 100 Parking meter | Mar 100 Person | Mar 100 Pizza | Mar 100 Potted plant | Mar 100 Refrigerator | Mar 100 Remote | Mar 100 Sandwich | Mar 100 Scissors | Mar 100 Sheep | Mar 100 Sink | Mar 100 Skateboard | Mar 100 Skis | Mar 100 Snowboard | Mar 100 Spoon | Mar 100 Sports ball | Mar 100 Stop sign | Mar 100 Suitcase | Mar 100 Surfboard | Mar 100 Teddy bear | Mar 100 Tennis racket | Mar 100 Tie | Mar 100 Toaster | Mar 100 Toilet | Mar 100 Toothbrush | Mar 100 Traffic light | Mar 100 Train | Mar 100 Truck | Mar 100 Tv | Mar 100 Umbrella | Mar 100 Vase | Mar 100 Wine glass | Mar 100 Zebra | Mar Large | Mar Medium | Mar Small |
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+ | 76.1385 | 1.0 | 740 | 3.0118 | 0.0299 | 0.0372 | 0.0329 | 0.0221 | 0.0 | 0.0021 | 0.0063 | 0.0 | 0.1984 | 0.0 | 0.0 | 0.0009 | 0.0 | 0.0016 | 0.0123 | 0.0002 | 0.046 | 0.0588 | 0.0007 | 0.3589 | 0.0142 | 0.1625 | 0.0 | 0.0047 | 0.08 | 0.0741 | 0.001 | 0.0125 | 0.1326 | 0.0592 | 0.0596 | 0.0 | -1.0 | 0.0034 | -1.0 | 0.0027 | 0.0008 | 0.0976 | 0.0022 | 0.0022 | 0.0 | 0.0 | 0.008 | 0.001 | 0.0009 | 0.0435 | 0.0369 | 0.0 | 0.0006 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1633 | 0.0451 | 0.0026 | 0.0013 | 0.0053 | 0.0 | 0.0 | 0.0 | 0.0001 | 0.0 | 0.0049 | 0.0085 | 0.0 | 0.0 | 0.0 | 0.006 | 0.0009 | 0.0027 | 0.0 | 0.1978 | 0.0 | -1.0 | 0.0101 | 0.0 | 0.0388 | 0.0096 | 0.108 | 0.2457 | 0.0001 | 0.0002 | 0.0 | 0.0015 | 0.1037 | 0.1704 | 0.1887 | 0.6857 | 0.0 | 0.0333 | 0.0545 | 0.0 | 0.3438 | 0.0 | 0.0 | 0.275 | 0.0 | 0.5 | 0.2408 | 0.0344 | 0.3444 | 0.224 | 0.1143 | 0.7917 | 0.25 | 0.3451 | 0.0 | 0.3692 | 0.1474 | 0.2458 | 0.1412 | 0.3455 | 0.4625 | 0.2686 | 0.45 | 0.0 | -1.0 | 0.5111 | -1.0 | 0.0643 | 0.6333 | 0.9556 | 0.136 | 0.6 | 0.0 | 0.0 | 0.1611 | 0.0333 | 0.1222 | 0.0 | 0.1437 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4451 | 0.16 | 0.205 | 0.1286 | 0.0905 | 0.0 | 0.0 | 0.0 | 0.05 | 0.0 | 0.0875 | 0.0 | 0.0 | 0.0 | 0.225 | 0.225 | 0.3818 | 0.0 | 0.5 | 0.0 | -1.0 | 0.2529 | 0.0 | 0.1083 | 0.1111 | 0.569 | 0.5615 | 0.0353 | 0.0833 | 0.0 | 0.0909 | 0.2753 | 0.1135 | 0.0232 |
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  ### Framework versions
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