Compyle's workspace
Runs
161
Name
4 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
batch_size
classification_loss
dataset
dataset_root_dir
description
epochs
freeze_pretrained
learning_rate
lemmatize
maxlen
mode
model
monitor_metric
num_classes
optimizer
regression_loss
remove_stopwords
save_best_only
balanced
drop_rate
over_under_sample
warmup_epochs
warmup_factor
specialized_num_classes
regression_task
epoch
train accuracy
train distress mse
train empathy mse
train loss
train macro f1
val accuracy
val distress mse
val empathy mse
val loss
val macro f1
train corr
val corr
Finished
-
compyle
53m 58s
-
8
categorical_crossentropy
oversampled_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
BERTBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
96.20141
-
-
1.20316
0.94463
60.37037
-
-
1.56484
0.49961
-
-
Failed
-
compyle
1m 49s
-
8
categorical_crossentropy
oversampled_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
BERTBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
41s
-
8
categorical_crossentropy
oversampled_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
BERTBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
final
40m 55s
-
8
categorical_crossentropy
undersampled_500_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
91.87643
-
-
1.24643
0.88163
67.40741
-
-
1.49071
0.58213
-
-
Finished
-
compyle
final
56m 13s
-
8
categorical_crossentropy
oversampled_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
93.86042
-
-
1.2264
0.90707
62.96296
-
-
1.53751
0.49948
-
-
Failed
-
compyle
30s
-
8
categorical_crossentropy
oversampled_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Crashed
-
compyle
10m 21s
-
8
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00005
false
100
train
RobertaBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
7
14.39929
-
-
1.94652
0.055768
11.48148
-
-
1.94737
0.029426
-
-
Failed
-
compyle
1m 58s
-
8
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00005
false
100
train
RobertaBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Crashed
-
compyle
57s
-
8
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
RobertaBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
37m 29s
-
8
categorical_crossentropy
undersampled_400_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.000005
false
100
train
XLNetBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
93.67857
-
-
1.22952
0.90736
60
-
-
1.55521
0.49582
-
-
Finished
-
compyle
39m 6s
-
8
categorical_crossentropy
undersampled_400_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
XLNetBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
92.03571
-
-
1.24515
0.87831
55.18519
-
-
1.59806
0.47203
-
-
Finished
-
compyle
29m 15s
-
8
categorical_crossentropy
undersampled_400_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
RobertaBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
86.46429
-
-
1.3
0.80616
62.96296
-
-
1.53113
0.53221
-
-
Crashed
-
compyle
58s
-
8
categorical_crossentropy
undersampled_400_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.000001
false
100
train
RobertaBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
1m 7s
-
8
categorical_crossentropy
undersampled_400_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.000001
false
100
train
RobertaBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
10m 2s
-
8
categorical_crossentropy
anger_disgust_specialized_balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.000001
false
100
train
AngerDisgustSpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
97.5
-
-
0.3427
0.96869
80.68182
-
-
0.51132
0.57488
-
-
Finished
-
compyle
10m 29s
-
8
categorical_crossentropy
anger_disgust_specialized_balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.000001
false
100
train
AngerDisgustSpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
97.5
-
-
0.3427
0.96869
80.68182
-
-
0.51132
0.57488
-
-
Failed
-
compyle
42s
-
8
categorical_crossentropy
anger_disgust_specialized_balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.000001
false
100
train
AngerDisgustSpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
1m 4s
-
8
categorical_crossentropy
anger_disgust_specialized_balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.000001
false
100
train
AngerDisgustSpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
24m 39s
-
8
categorical_crossentropy
anger_disgust_specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
AngerDisgustSpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
98.25
-
-
0.33085
0.98033
84.09091
-
-
0.47301
0.56681
-
-
Failed
-
compyle
13s
-
8
categorical_crossentropy
anger_disgust_specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
AngerDisgustSpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
13s
-
8
categorical_crossentropy
anger_disgust_specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
AngerDisgustSpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
final
1h 23m 7s
-
8
categorical_crossentropy
undersampled_400_synthetic_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
BERTBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
95.92857
-
-
1.20614
0.93495
57.03704
-
-
1.59173
0.4816
-
-
Failed
-
compyle
2m 21s
-
8
categorical_crossentropy
undersampled_400_synthetic_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
BERTBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
14s
-
8
categorical_crossentropy
undersampled_400_synthetic_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
BERTBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
1m 51s
-
8
categorical_crossentropy
undersampled_synthetic_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
BERTBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
1m 37s
-
8
categorical_crossentropy
undersampled_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
BERTBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
final
33m 2s
-
8
categorical_crossentropy
undersampled_400_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
91.89286
-
-
1.24729
0.87764
66.2963
-
-
1.4975
0.55497
-
-
Finished
-
compyle
22m 19s
-
64
categorical_crossentropy
undersampled_400_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
93.13227
-
-
1.23943
0.92653
61.48148
-
-
1.53852
0.51366
-
-
Finished
-
compyle
22m 36s
-
64
categorical_crossentropy
undersampled_400_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
87.42733
-
-
1.33373
0.86663
66.2963
-
-
1.52585
0.55345
-
-
Finished
-
compyle
22m 30s
-
64
categorical_crossentropy
undersampled_400_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
92.22384
-
-
1.24498
0.9156
66.2963
-
-
1.50109
0.57118
-
-
Finished
-
compyle
34m 10s
-
64
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
90.82589
-
-
1.25754
0.90286
62.59259
-
-
1.54298
0.54625
-
-
Finished
-
compyle
15m 45s
-
64
categorical_crossentropy
undersampled_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
40
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
39
94.02902
-
-
1.2265
0.93237
60.37037
-
-
1.55061
0.49084
-
-
Finished
-
compyle
9m 2s
-
64
categorical_crossentropy
undersampled_synthetic_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
19
90.95982
-
-
1.26802
0.90301
52.96296
-
-
1.63075
0.48065
-
-
Finished
-
compyle
2h 14s
-
64
categorical_crossentropy
oversampled_synthetic_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
50
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
49
95.71429
-
-
1.20853
0.95464
62.22222
-
-
1.53124
0.51515
-
-
Finished
-
compyle
46s
-
64
categorical_crossentropy
oversampled_synthetic_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
50
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
18s
-
64
categorical_crossentropy
oversampled_synthetic_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
30
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
49m 34s
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
19
89.82143
-
-
1.27039
0.89178
67.03704
-
-
1.49071
0.55821
-
-
Finished
-
compyle
13m 10s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBaseRegressor
corr
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
10
-
-
-
0.66149
-
-
-
-
11.56844
-
NaN
0.23163
Finished
-
compyle
48m 14s
-
64
categorical_crossentropy
oversampled_synthetic_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
19
93.59375
-
-
1.23287
0.93328
67.77778
-
-
1.49318
0.56518
-
-
Failed
-
compyle
19s
-
64
categorical_crossentropy
oversampled_synthetic_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
11m 9s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
ElectraBaseRegressor
corr
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
8
-
-
-
0.91965
-
-
-
-
13.37255
-
NaN
0.14978
Killed
-
compyle
27m 8s
-
64
categorical_crossentropy
oversampled_synthetic_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
9
90.11161
-
-
1.27235
0.89607
60
-
-
1.55915
0.47413
-
-
Finished
-
compyle
22m 1s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
ElectraBaseRegressor
corr
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
19
-
-
-
0.88632
-
-
-
-
13.36677
-
NaN
0.19781
Finished
-
compyle
7m 19s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
ElectraBaseRegressor
corr
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
5
-
-
-
0.92707
-
-
-
-
13.63581
-
0.19069
0.081096
Finished
-
compyle
12m 42s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBaseRegressor
corr
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
10
-
-
-
0.17149
-
-
-
-
13.80011
-
0.45895
0.16087
Finished
-
compyle
41s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00005
false
100
train
ElectraBase
corr
7
adam
mean_squared_error
false
false
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
1m 25s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBaseRegressor
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
1m 26s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBaseRegressor
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
22s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBaseRegressor
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
18s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBaseRegressor
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
2m 22s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00005
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
0
24.35345
-
-
1.91712
0.15716
40.74074
-
-
1.84177
0.23563
-
-
Failed
-
compyle
1m 42s
-
64
categorical_crossentropy
task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00005
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
empathy
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
34m 4s
-
64
categorical_crossentropy
synthetic_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00005
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
16
87.86932
-
-
1.28787
0.87442
62.59259
-
-
1.53473
0.49213
-
-
Finished
-
compyle
13m 30s
-
64
categorical_crossentropy
synthetic_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.0001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
5
61.90341
-
-
1.5468
0.60623
51.11111
-
-
1.65796
0.41736
-
-
Finished
-
compyle
3m 59s
-
64
categorical_crossentropy
synthetic_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.0001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
0
42.86932
-
-
1.73906
0.34694
42.59259
-
-
1.7298
0.25819
-
-
Finished
-
compyle
8m 40s
-
64
categorical_crossentropy
specialized_balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
SpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
19
95.57292
-
-
0.59737
0.95486
74.37186
-
-
0.81013
0.70787
-
-
Failed
-
compyle
1m 17s
-
64
categorical_crossentropy
specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
SpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
1m 43s
-
64
categorical_crossentropy
specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
SpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Killed
-
compyle
12m 12s
-
64
categorical_crossentropy
specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000005
false
100
train
SpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
9
89.6875
-
-
0.66737
0.89528
74.87437
-
-
0.79114
0.67564
-
-
Finished
-
compyle
17m 26s
-
64
categorical_crossentropy
specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
SpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
14
94.58333
-
-
0.60836
0.94585
76.38191
-
-
0.76713
0.71245
-
-
Finished
-
compyle
2m 15s
-
64
categorical_crossentropy
specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
SpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
0
37.96875
-
-
1.09414
0.33516
40.20101
-
-
1.09374
0.28019
-
-
Failed
-
compyle
1m 23s
-
64
categorical_crossentropy
specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
SpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
16s
-
64
categorical_crossentropy
specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
SpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
15s
-
64
categorical_crossentropy
specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
SpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
14s
-
64
categorical_crossentropy
specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
SpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
1m 37s
-
64
categorical_crossentropy
specialized_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
SpecializedElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
3
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
13m 41s
-
64
categorical_crossentropy
synthetic_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
5
16.64773
-
-
1.94497
0.059786
28.14815
-
-
1.90199
0.062758
-
-
Finished
-
compyle
20m 37s
-
64
categorical_crossentropy
synthetic_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
BERTBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
8
39.57386
-
-
1.84157
0.29107
34.81481
-
-
1.86305
0.17177
-
-
Finished
-
compyle
11m 33s
-
64
categorical_crossentropy
synthetic_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
BERTBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
4
21.875
-
-
1.9086
0.08541
37.40741
-
-
1.84588
0.13453
-
-
Finished
-
compyle
37m 31s
-
64
categorical_crossentropy
synthetic_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
BERTBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
16
94.23295
-
-
1.22774
0.93862
60.74074
-
-
1.54922
0.51246
-
-
Crashed
-
compyle
30m 25s
-
64
categorical_crossentropy
synthetic_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000005
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
14
88.57955
-
-
1.29464
0.8792
58.88889
-
-
1.5701
0.47306
-
-
Killed
-
compyle
16m 25s
-
64
categorical_crossentropy
synthetic_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
7
85.53977
-
-
1.32152
0.84706
55.18519
-
-
1.61385
0.44848
-
-
Finished
-
compyle
4m 27s
-
64
categorical_crossentropy
synthetic_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
0
16.76136
-
-
1.94507
0.12615
29.62963
-
-
1.92951
0.11566
-
-
Finished
-
compyle
1m 22s
-
64
categorical_crossentropy
synthetic_balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Crashed
-
compyle
47m 32s
-
16
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
ElectraLarge
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
15
71.75353
-
-
1.47339
0.64944
60.37037
-
-
1.56511
0.40979
-
-
Crashed
-
compyle
30m 57s
-
16
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.0001
false
100
train
ElectraLarge
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
9
14.17845
-
-
1.94655
0.052083
5.18519
-
-
1.96244
0.014085
-
-
Crashed
-
compyle
18m 30s
-
16
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.000001
false
100
train
ElectraLarge
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
5
36.55035
-
-
1.80174
0.23126
47.03704
-
-
1.70097
0.21392
-
-
Crashed
-
compyle
10m 1s
-
16
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.000005
false
100
train
ElectraLarge
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
2
14.5318
-
-
1.94739
0.04176
28.14815
-
-
1.9395
0.062758
-
-
Finished
-
compyle
55m 53s
-
16
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraLarge
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
19
26.92138
-
-
1.86836
0.1705
36.2963
-
-
1.79617
0.076087
-
-
Failed
-
compyle
26s
-
32
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/WASSA/input_data
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraLarge
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
3m 34s
-
16
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/WASSA/input_data
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraLarge
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
51m 18s
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adamw
mean_squared_error
false
true
true
-
-
5
0.1
-
-
19
88.39286
-
-
1.28551
0.87976
67.40741
-
-
1.50099
0.58228
-
-
Finished
-
compyle
3m 51s
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
0
21.74107
-
-
1.90925
0.12634
41.11111
-
-
1.751
0.13674
-
-
Finished
-
compyle
12m 15s
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
3
14.79911
-
-
1.94474
0.086122
28.51852
-
-
1.92211
0.076625
-
-
Finished
-
compyle
15m 13s
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
5
0.1
-
-
4
13.59375
-
-
1.94706
0.091685
16.2963
-
-
1.9441
0.097013
-
-
Finished
-
compyle
2m 20s
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000005
false
100
train
ElectraBase
f1
7
adamw
mean_squared_error
false
true
true
-
-
5
0.1
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
1m 37s
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.000005
false
100
train
ElectraBase
f1
7
adamw
mean_squared_error
false
true
true
-
-
5
0.1
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
2m 2s
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
BERTLarge
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
final
17m 37s
-
64
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
19
88.75
-
-
1.28051
0.88203
65.18519
-
-
1.51379
0.55095
-
-
Failed
-
compyle
2m 34s
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraLarge
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
2m 3s
-
64
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraLarge
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
18m 17s
-
64
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
EssayToEmotionBERT
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
19
91.67411
-
-
1.25221
0.91308
63.33333
-
-
1.525
0.54479
-
-
Finished
-
compyle
17m 7s
-
64
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.0001
false
100
train
EssayToEmotionBERT
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
19
60.08929
-
-
1.56298
0.5784
47.40741
-
-
1.68803
0.37321
-
-
Crashed
-
compyle
23m
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.00001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
7
77.45536
-
-
1.4046
0.76145
68.51852
-
-
1.49047
0.5592
-
-
Failed
-
compyle
29s
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.0001
false
100
train
EssayToEmotionBERT
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
17m 9s
-
64
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.0001
false
100
train
EssayToEmotionBERT
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
19
22.32143
-
-
1.91493
0.11233
36.2963
-
-
1.8027
0.076087
-
-
Finished
-
compyle
10s
-
64
categorical_crossentropy
balanced_task1and2
/content/drive/MyDrive/input_data/
BERT base training, only essay to all predictions
20
false
0.0001
false
100
train
EssayToEmotionBERT
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
compyle
17m 27s
-
64
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.0001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
19
19.64286
-
-
1.91837
0.1155
5.18519
-
-
2.02817
0.014085
-
-
Crashed
-
compyle
48s
-
64
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.0001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Failed
-
compyle
31s
-
64
categorical_crossentropy
balanced_task1and2
/kaggle/input/wassa-input-data/
BERT base training, only essay to all predictions
20
false
0.0001
false
100
train
ElectraBase
f1
7
adam
mean_squared_error
false
true
true
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
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