Comment
Section 1
Run set
6
Name
10 visualized
Hostname
State
train_acc
val_acc
model
dataset_percentage
epoch
lr
Runtime
-
Failed
-
-
R3D
1
-
0.001
2h 10m 21s
-
Failed
0.9599
0.36512
R3D
1
100
0.001
1d 11h 4m 38s
-
Crashed
0.8291
0.35967
R3D
1
122
0.01
2d 1h 6m 49s
-
Failed
0.66029
0.25341
R3D
1
22
0.001
8h 41m 43s
-
Crashed
0.97062
0.27339
R3D
1
89
0.001
1d 22h 18m 18s
-
Killed
0.9105
0.18182
R3D
0.2
179
0.005
13h 47m 2s
-
Failed
0.92632
0.47139
R3D
1
45
0.001
6h 54m 56s
-
Failed
0.96013
0.40599
R3D
1
130
0.001
1d 8h 2m 4s
-
Crashed
0.86158
0.23737
R2Plus1D_BERT
0.2
375
0.001
21h 39m 15s
-
Finished
-
-
C3D
1
-
0.001
2h 6m 22s
-
Finished
0.94311
0.48683
R2Plus1D
1
87
0.001
16h 3m 26s
-
Finished
0.96246
0.45958
R3D
1
59
0.001
16h 52m 20s
-
Crashed
0.6568
0.41508
R2Plus1D
1
41
0.001
7h 36m 28s
-
Crashed
0.7827
0.44596
R3D
1
27
0.001
8h 53m 49s
-
Failed
0.89499
0.17677
R3D
0.2
91
0.01
2h 24m 22s
-
Finished
0.97971
0.27273
R3D
0.2
95
0.001
5h 21m 55s
-
Finished
0.92959
0.21717
R2Plus1D
0.2
99
0.001
3h 26m 16s
-
Crashed
0.16348
0.035354
C3D
0.2
55
0.001
3h 12m 12s
-
Crashed
0.42752
0.073171
C3D
0.1
110
0.001
4h 35m 39s
-
Finished
0.68616
0.09596
C3D
0.2
165
0.001
3h 2m 53s
-
Finished
0.43243
0.085366
C3D
0.1
175
0.001
3h 52m 34s
-
Finished
0.54296
0.090909
C3D
0.2
133
0.001
2h 30m 36s
GitHub
Notes
GPU Type
GPU Count
User
Tags
batch_size
c3d_dropout_rate
c3d_in_channel
dropout_rate
epochs
num_workers
is_toy
streams
train_toy_size
val_toy_size
clip_len
freeze_pretrained
freeze_stream_models
skip_frames
use_pretrained
train_loss
val_loss
-
-
hongbo-miao
20
0.2
3
-
10000
0
false
rgb,flow
100
10
-
-
-
-
-
-
-
-
-
hongbo-miao
20
0.2
5
-
10000
0
false
rgb,flow
100
10
-
-
-
-
-
0.14379
5.16448
NVIDIA Tesla K80
1
hongbo-miao
20
0.2
3
-
10000
0
false
rgb,flow
100
10
-
-
-
-
-
0.5699
13204674103523424000
-
-
hongbo-miao
20
0.2
5
-
10000
0
false
rgb,flow
100
10
-
-
-
-
-
1.18669
3.66735
Tesla K80
1
hongbo-miao
20
0.2
7
-
10000
0
false
rgb,flow
100
10
-
-
-
-
-
0.097882
6.46869
NVIDIA Tesla K80
1
hongbo-miao
20
0.2
3
-
10000
0
false
rgb,flow
100
10
-
-
-
-
-
0.30114
7.582
Tesla K80
1
hongbo-miao
20
0.2
3
-
10000
0
false
rgb,flow
100
10
-
-
-
-
-
0.23841
3.76923
Tesla K80
1
hongbo-miao
20
0.2
3
-
1000
0
false
rgb,flow
100
10
-
-
-
-
-
0.12323
5.08992
Tesla K80
1
hongbo-miao
20
0.2
15
-
1000
6
-
-
-
-
-
-
-
-
-
0.55662
8.26964
-
-
hongbo-miao
20
-
-
0.2
100
0
-
-
-
-
-
-
-
-
-
-
-
Tesla T4
1
hongbo-miao
15
-
-
-
10000
6
-
-
-
-
-
-
-
-
-
0.18291
3.86596
Tesla K80
1
hongbo-miao
15
-
-
-
10000
6
-
-
-
-
-
-
-
-
-
0.12129
5.08622
Tesla T4
1
hongbo-miao
15
-
-
-
10000
6
-
-
-
-
-
-
-
-
-
1.17145
2.41615
Tesla K80
1
hongbo-miao
15
-
-
-
10000
6
-
-
-
-
-
-
-
-
-
0.70438
2.76997
Tesla T4
1
hongbo-miao
15
-
-
0.2
300
6
-
-
-
-
-
-
-
-
-
0.34122
7.68722
Tesla K80
1
hongbo-miao
15
-
-
0.2
100
6
-
-
-
-
-
-
-
-
-
0.049347
6.86842
Tesla T4
1
hongbo-miao
15
-
-
0.2
100
6
-
-
-
-
-
-
-
-
-
0.22754
6.16438
Tesla T4
1
hongbo-miao
20
-
-
0.12413
141
6
-
-
-
-
-
-
-
-
-
3.02158
4.08107
Tesla K80
1
hongbo-miao
20
-
-
0.076705
143
6
-
-
-
-
-
-
-
-
-
1.92911
3.90744
Tesla T4
1
hongbo-miao
20
-
-
0.056844
166
6
-
-
-
-
-
-
-
-
-
1.08819
5.09379
Tesla K80
1
hongbo-miao
20
-
-
0.095863
176
6
-
-
-
-
-
-
-
-
-
2.04862
5.3035
Tesla T4
1
hongbo-miao
20
-
-
0.18589
134
6
-
-
-
-
-
-
-
-
-
1.51622
4.92685
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https://wandb.ai/stanford-action-recognition/ar/reports/Snapshot-May-30-2021-9-15am--Vmlldzo3Mzc3NzM