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Num_valid has highest effect on accuracy
Lukas Biewald
Created on October 12
|
Last edited on October 12
Comment
Section 1
Parameter importance with respect to
acc
Parameters
1-10
of 13
Config parameter
Importance
Correlation
num_valid
num_valid
num_train
num_train
epochs
epochs
bn_weight_decay
bn_weight_decay
weight_decay
weight_decay
learning_rate
learning_rate
encoder.value_resnet34
encoder.value_resnet34
encoder.value_resnet18
encoder.value_resnet18
training_stages
training_stages
pretrained
pretrained
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iou
iou
Showing first 10 runs
0
20
40
60
80
100
Step
0.1
0.2
0.3
0.4
0.5
0.6
human_acc, iou, car_acc
human_acc, iou, car_acc
50
100
150
Time (seconds)
0
0.2
0.4
0.6
0.8
road_acc, car_acc
road_acc, car_acc
0
20
40
60
80
100
Step
0
0.2
0.4
0.6
0.8
Run set
12
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