Resnet34 = highest acc

Created on April 20|Last edited on April 20
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Section 1﻿
Parameter importance with respect toiou
1-10
 of 15
Config parameter
Importance
Correlation
learning_rate
learning_rate
num_train
num_train
Runtime
Runtime
num_valid
num_valid
encoder.value_resnet34
encoder.value_resnet34
weight_decay
weight_decay
batch_size
batch_size
encoder.value_alexnet
encoder.value_alexnet
encoder.value_resnet18
encoder.value_resnet18
training_stages
training_stages
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<null>falsefalse,truefalse,true,false,truebn_weig...<null>alexnetresnet18resnet34resnet50model_typenull0.00100.00150.00200.00250.00300.00350.00400.00450.0050learnin...null2.02.12.22.32.42.52.62.72.82.93.0trainin...<null>alexnetresnet152resnet18resnet34resnet50encodernull0.740.750.760.770.780.790.800.810.820.83acc
Training loss over time
Training loss over time
0246810epoch0100000200000300000400000
Run set398
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Run set398
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