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SMAI Assignment 3 - Q2 MLP MultiLabel Classifier
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Runs
43
Name
42 visualized
sgd-relu-0.001
sgd-relu-0.001
batch-sigmoid-1e-05
batch-sigmoid-1e-05
sgd-relu-0.0001
sgd-relu-0.0001
sgd-tanh-0.001
sgd-tanh-0.001
sgd-sigmoid-1e-05
sgd-sigmoid-1e-05
sgd-sigmoid-0.0005
sgd-sigmoid-0.0005
batch-relu-0.0005
batch-relu-0.0005
minibatch-relu-0.0005
minibatch-relu-0.0005
sgd-tanh-0.0005
sgd-tanh-0.0005
sgd-sigmoid-0.001
sgd-sigmoid-0.001
batch-relu-0.0005
batch-relu-0.0005
batch-tanh-1e-05
batch-tanh-1e-05
minibatch-tanh-0.0001
minibatch-tanh-0.0001
batch-relu-0.001
batch-relu-0.001
sgd-tanh-0.0001
sgd-tanh-0.0001
sgd-relu-0.0001
sgd-relu-0.0001
sgd-sigmoid-1e-05
sgd-sigmoid-1e-05
minibatch-sigmoid-0.0005
minibatch-sigmoid-0.0005
minibatch-tanh-0.0005
minibatch-tanh-0.0005
minibatch-relu-0.001
minibatch-relu-0.001
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Charts
6
1-6 of 6
Loss
Loss
Showing first 10 runs
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400
Step
5
10
15
20
25
30
batch-sigmoid-1e-05
sgd-relu-0.0001
sgd-tanh-0.001
sgd-sigmoid-1e-05
sgd-sigmoid-0.0005
batch-relu-0.0005
minibatch-relu-0.0005
sgd-tanh-0.0005
sgd-sigmoid-0.001
batch-relu-0.0005
Val Loss
Val Loss
Showing first 10 runs
0
100
200
300
400
Step
10
15
20
25
batch-sigmoid-1e-05
sgd-relu-0.0001
sgd-tanh-0.001
sgd-sigmoid-1e-05
sgd-sigmoid-0.0005
batch-relu-0.0005
minibatch-relu-0.0005
sgd-tanh-0.0005
sgd-sigmoid-0.001
batch-relu-0.0005
Val Hamming Score
Val Hamming Score
Showing first 10 runs
0
100
200
300
400
Step
0.5
0.55
0.6
0.65
batch-sigmoid-1e-05
sgd-relu-0.0001
sgd-tanh-0.001
sgd-sigmoid-1e-05
sgd-sigmoid-0.0005
batch-relu-0.0005
minibatch-relu-0.0005
sgd-tanh-0.0005
sgd-sigmoid-0.001
batch-relu-0.0005
Hamming Score
Hamming Score
Showing first 10 runs
0
100
200
300
400
Step
0.5
0.55
0.6
0.65
0.7
0.75
batch-sigmoid-1e-05
sgd-relu-0.0001
sgd-tanh-0.001
sgd-sigmoid-1e-05
sgd-sigmoid-0.0005
batch-relu-0.0005
minibatch-relu-0.0005
sgd-tanh-0.0005
sgd-sigmoid-0.001
batch-relu-0.0005
Val Accuracy
Val Accuracy
Showing first 10 runs
0
100
200
300
400
Step
0
0.005
0.01
0.015
0.02
0.025
0.03
batch-sigmoid-1e-05
sgd-relu-0.0001
sgd-tanh-0.001
sgd-sigmoid-1e-05
sgd-sigmoid-0.0005
batch-relu-0.0005
minibatch-relu-0.0005
sgd-tanh-0.0005
sgd-sigmoid-0.001
batch-relu-0.0005
Accuracy
Accuracy
Showing first 10 runs
0
100
200
300
400
Step
0
0.05
0.1
0.15
0.2
batch-sigmoid-1e-05
sgd-relu-0.0001
sgd-tanh-0.001
sgd-sigmoid-1e-05
sgd-sigmoid-0.0005
batch-relu-0.0005
minibatch-relu-0.0005
sgd-tanh-0.0005
sgd-sigmoid-0.001
batch-relu-0.0005
System
18
1-6 of 18
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