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Weights decay correlates with car accuracy
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Weights decay correlates with car accuracy
Lukas Biewald
Created on October 6
|
Last edited on October 6
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Section 1
Parameter importance with respect to
car_acc
Parameters
1-10
of 13
Config parameter
Importance
Correlation
weight_decay
weight_decay
num_valid
num_valid
learning_rate
learning_rate
num_train
num_train
batch_size
batch_size
training_stages
training_stages
epochs
epochs
bn_weight_decay
bn_weight_decay
encoder.value_resnet34
encoder.value_resnet34
encoder.value_resnet18
encoder.value_resnet18
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iou
iou
Showing first 10 runs
0
5
10
15
Step
0.5
0.6
0.7
0.8
human_acc, iou, car_acc
human_acc, iou, car_acc
50
100
150
Time (minutes)
0
0.2
0.4
0.6
0.8
road_acc, car_acc
road_acc, car_acc
0
10
20
30
Step
0.7
0.75
0.8
0.85
0.9
0.95
Run set
77
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