Rokaske199's workspace
Runs
15
Name
9 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
architecture
batch_size
dataset
epochs
loss_function
window_length
accuracy
best_epoch
best_val_loss
epoch
loss
val_accuracy
val_loss
Finished
-
rokaske199
1m 38s
-
CNN
1024
default_predictions/default_predictions.csv
50
categorical_crossentropy
13
-
-
-
-
-
-
-
Finished
-
rokaske199
13m 24s
-
CNN
1024
default_predictions/default_predictions.csv
50
categorical_crossentropy
13
0.42929
42
1.83532
49
1.82639
0.42562
1.83702
Finished
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rokaske199
15m 56s
-
CNN
1024
default_predictions/default_predictions.csv
50
categorical_crossentropy
13
0.42218
15
1.87567
49
1.90343
0.41609
1.89599
Finished
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rokaske199
13m 8s
-
CNN
1024
default_predictions/default_predictions.csv
50
categorical_crossentropy
9
0.42751
42
1.83222
49
1.83067
0.42629
1.83388
Finished
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rokaske199
16m 16s
-
CNN
1024
default_predictions/default_predictions.csv
50
categorical_crossentropy
9
0.41445
13
1.87037
49
1.92294
0.42144
1.88011
Finished
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rokaske199
14m 29s
-
CNN
1024
default_predictions/default_predictions.csv
50
categorical_crossentropy
15
0.42635
48
1.83903
49
1.84445
0.42579
1.84001
Finished
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rokaske199
13m 41s
-
CNN
1024
default_predictions/default_predictions.csv
50
categorical_crossentropy
15
0.43004
44
1.83653
49
1.82384
0.42614
1.8372
Finished
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rokaske199
15m 26s
-
CNN
1024
default_predictions/default_predictions.csv
50
categorical_crossentropy
15
0.42622
13
1.87698
49
1.8938
0.4126
1.90826
Finished
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rokaske199
15m 51s
-
CNN
1024
default_predictions/default_predictions.csv
25
categorical_crossentropy
11
0.42832
45
1.83325
51
1.82782
0.42774
1.83414
Finished
Same as 11-double-dense-1024 but with an additional spatial dropout layer.
rokaske199
15m 57s
-
CNN
1024
default_predictions/default_predictions.csv
25
categorical_crossentropy
11
0.42518
48
1.83735
49
1.84834
0.42733
1.83778
Finished
-
rokaske199
18m 11s
-
CNN
1024
default_predictions/default_predictions.csv
25
categorical_crossentropy
11
0.42792
35
1.84159
49
1.8347
0.42605
1.8421
Finished
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rokaske199
6m 41s
-
CNN
1024
default_predictions/default_predictions.csv
25
categorical_crossentropy
11
0.41164
15
1.87297
24
1.93334
0.42356
1.87709
Finished
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rokaske199
25m 32s
-
CNN
256
default_predictions/default_predictions.csv
25
categorical_crossentropy
11
0.41151
13
1.86843
24
1.93389
0.42353
1.87677
Finished
No resampling, validation set undersampled. Sequence length = 11. Overfits after 20 epochs.
rokaske199
28m 7s
-
CNN
512
default_predictions/default_predictions.csv
40
categorical_crossentropy
11
0.41645
10
1.87306
39
1.91919
0.42054
1.88727
Finished
Resampling, validation set not undersampled.
rokaske199
2h 7m 57s
-
CNN
512
default_predictions/default_predictions.csv
40
categorical_crossentropy
11
0.41324
15
1.95056
16
1.92627
0.39286
1.95791
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