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Demo 3 MLP Pre-trained Embeddings

Demo 3 MLP Pre-trained Embeddings

Keerthana Aravindhan
Created on April 20|Last edited on April 20

50100150200Step0.10.20.30.40.5
exp6exp5exp4exp3exp2exp10.00.20.40.60.8
Run set
6
Name
6 visualized
User
Runtime
val_epoch_metric
keethuvignesh07
10m 2s
0.8934
keethuvignesh07
3m 17s
0.8904
keethuvignesh07
1m 30s
0.855
keethuvignesh07
4m 38s
0.864
keethuvignesh07
15m 32s
0.8648
keethuvignesh07
4m 43s
0.8628
BATCH_SIZE
DPROB_LIST
EARLY_STOP_PATIENCE
EMBED_DIM
EPOCHS
HIDDEN_SIZES_LIST
INITIALIZATION
LEARNING_RATE
NON_LINEARITY
OPTIMIZER
Best_valid_Acc
Best_test_Acc
Best_train_Acc
256
[0]
5
300
10
[200]
kaiming
0.001
ReLU()
AdamW
0.8934
0.87144
0.9683
256
[0]
5
300
10
[200]
kaiming
0.001
ReLU()
AdamW
0.8928
0.87068
0.9671
256
[0]
5
300
50
[200]
kaiming
0.01
ReLU()
AdamW
0.8822
0.85916
0.9581
128
[0]
5
300
50
[200]
kaiming
0.01
ReLU()
AdamW
0.8674
0.8322
0.93855
128
[0.5]
5
300
50
[200]
kaiming
0.01
ReLU()
AdamW
0.878
0.856
0.95575
128
[0]
5
300
50
[200]
kaiming
0.01
ReLU()
AdamW
0.8856
0.85728
0.9602
1-6
of 6


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https://wandb.ai/scolar_team/Regularization_imdb_v3/reports/Demo-3-MLP-Pre-trained-Embeddings--Vmlldzo0MTI5MTc0
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