Bernie6401's workspace
Runs
50
Name
2 visualized
State
Notes
Tags
Created
Runtime
batch_size
checkpoint
epochs
learning_rate
momentum
optimizer
val_batch_size
weight_d
channel_num
gamma
step
lr
train_acc
train_loss
val_acc
val_loss
Crashed
-
4-Level-New
Data-Aug.
ES+Nor.+S.
1h 14m 54s
256
./model/1028_2_4LevelNew/epoch115_acc0.6318.pth
600
0.001
0.9
adam
128
0.1
64
0.4
80
0.00016
0.42147
1.44896
0.44234
1.38163
Finished
-
4-Level-New
Data-Aug.
ES+Nor.+S.
2h 27m 9s
256
./model/1028_2_4LevelNew/epoch115_acc0.6318.pth
600
0.0001
0.9
adam
128
0.01
64
0.4
80
0.00000256
0.69258
0.85065
0.6243
1.05541
Finished
-
4-Level-New
Data-Aug.
ES+Nor.+S.
Overfitting
16m 25s
256
./model/1028_2_4LevelNew/epoch115_acc0.6318.pth
600
0.0005
0.9
adam
128
0.01
64
0.4
80
0.0005
0.60829
1.04441
0.58007
1.13492
Finished
ACC=0.64133
4-Level-New
Data-Aug.
ES+Nor.+S.
4h 6m 52s
256
./model/1028_1_4LevelNew/epoch490_acc0.6243.pth
600
0.001
0.9
adam
128
0.01
64
0.2
40
1.6384e-13
0.6653
0.90906
0.62894
1.0255
Finished
ACC=0.63066
4-Level-New
Data-Aug.
ES+Nor.+S.
4h 3m 53s
256
-
600
0.001
0.9
adam
128
0.01
64
0.8
40
0.00004398
0.68935
0.85182
0.61619
1.06395
Finished
-
4-Level-New
Data-Aug.
ES+Nor.+S.
Overfitting
1h 2m 12s
256
-
600
0.001
0.9
adam
128
0.01
64
0.5
50
0.00025
0.61693
1.0159
0.6044
1.08607
Finished
-
4-Level-New
Data-Aug.
ES+Nor.+S.
1h 1m 10s
256
./model/1027_9_4LevelNew/epoch138_acc0.6249.pth
150
0.001
0.9
adam
128
0.01
64
0.5
50
0.00025
0.66596
0.91006
0.59223
1.11261
Finished
-
4-Level-New
Data-Aug.
ES+Nor.+S.
1h 44s
512
-
150
0.001
0.9
adam
128
0.01
64
0.5
50
0.00025
0.65683
0.93177
0.58586
1.14425
Finished
-
4-Level-New
Data-Aug.
ES+Nor.+S.
46m 17s
512
-
150
0.001
0.9
adam
128
0.01
64
0.5
50
0.00025
0.68204
0.87481
0.60923
1.07707
Finished
-
4-Level-New
ES+Nor.+S.
36m 4s
512
-
150
0.001
0.9
adam
128
0.01
64
0.5
50
0.00025
0.99838
0.019963
0.54124
1.40478
Finished
-
4-Level-New
ES+Nor.+S.
22m 59s
512
-
100
0.001
0.9
adam
128
0.01
64
0.5
30
0.000125
0.99802
0.02306
0.54877
1.26957
Finished
-
ES+Nor.+S.
Overfitting
ResNet18
7m 12s
512
./model/1027_7_Res18/res18_epoch67_acc0.651.pth
100
0.001
0.9
adam
128
0.01
64
0.5
30
0.0005
0.99725
0.034372
0.61252
1.72856
Finished
-
Data-Aug.
ES+Nor.+S.
ResNet18
25m 47s
512
./model/1027_5_Res18/res18_epoch96_acc0.641.pth
100
0.001
0.9
adam
128
0.01
64
0.1
30
0.000001
0.70576
0.83298
0.65035
1.02184
Finished
-
Data-Aug.
ES+Nor.+S.
Nor.
ResNet18
25m 59s
256
./model/1027_5_Res18/res18_epoch96_acc0.641.pth
100
0.0001
0.9
adam
128
0.01
64
0.1
30
1.0000e-7
0.73736
0.76282
0.63104
1.10185
Finished
Didn't resize/ACC=0.61466
Data-Aug.
ES+Nor.+S.
Nor.
ResNet18
26m 23s
256
./model/1027_4_Res18/res18_epoch75_acc0.6265.pth
100
0.0005
0.9
adam
128
0.01
64
0.5
30
0.0000625
0.7097
0.82298
0.62428
1.06809
Finished
Didn't resize/
Early-Stopping
Nor.
Overfitting
ResNet18
scheduler
5m 11s
256
./model/1027_4_Res18/res18_epoch75_acc0.6265.pth
100
0.0005
0.9
adam
128
0.01
64
0.5
30
0.0005
0.92393
0.24235
0.53509
1.9467
Finished
-
Data-Aug.
Early-Stopping
Nor.
ResNet18
scheduler
32m 39s
256
./model/1027_2_Res18/res18_epoch93_acc0.6162.pth
100
0.0005
0.9
adam
128
0.01
64
0.5
30
0.0000625
0.67172
0.91262
0.61623
1.10343
Finished
-
Data-Aug.
Early-Stopping
Nor.
ResNet18
scheduler
31m 26s
256
./model/1027_2_Res18/res18_epoch93_acc0.6162.pth
100
0.001
0.9
adam
128
0.01
64
0.5
45
0.00025
0.60386
1.07135
0.61075
1.08084
Finished
Didn't resize/ACC=0.59333
Data-Aug.
Early-Stopping
Nor.
ResNet18
scheduler
33m 38s
256
-
100
0.001
0.9
adam
128
0.01
64
0.5
45
0.00025
0.59574
1.0948
0.59948
1.09612
Finished
Resize to 224*224
Nor.
Overfitting
ResNet18
scheduler
1h 23m 52s
256
-
100
0.001
0.9
adam
128
0.01
64
0.5
45
0.00025
0.99767
0.042536
0.21185
2.57857
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