Table 6 Comparison of computational efficiency and memory usage of the IPOIAR-DPRNN method.

From: Enhancing indoor activity recognition for disabled persons using multi head self attention recurrent neural network with improved pelican algorithm

Method

FLOPs

GPU

Baseline

2.02

1060

Network Slimming

2.97

1295

HFP

5.44

984

MobileNetv2

2.90

1223

ShuffleNetv2

5.51

1284

GhostNetv2

3.99

454

IPOIAR-DPRNN

0.91

124

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