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Table 4 Experiment setting for inter-group priority scheduling

From: A combined priority scheduling method for distributed machine learning

 

Framework

Number of pods

Number of VM nodes

Pod configuration

Group 1

TensorFlow

2ps6worker

6

2CPU2GB

Group 2

TensorFlow

2ps6worker

10

2CPU2GB

Group 3

MindSpore

2ps6worker

10

2CPU2GB

Group 4

TensorFlow

2ps10worker

10

2CPU2GB

Group 5

TensorFlow

2ps6worker

10

1CPU1GB

Group 6

TensorFlow

2ps6worker

10

4CPU4GB