Table 3 Run time analysis in TCGA dataset

From: Deep learning to assess microsatellite instability directly from histopathological whole slide images in endometrial cancer

Method

Inference-time (s/slide)

CPU

GPU

Batch size

ClassicMIL

109.48

Intel Core i9-7900X

Nvidia GTX 1080 Ti

512

CLAM

68.97

Intel Core i9-7900X

Nvidia GTX 1080 Ti

512

TOAD

66.48

Intel Core i9-7900X

Nvidia GTX 1080 Ti

512

KAT

52.05

Intel Core i9-7900X

Nvidia GTX 1080 Ti

16

Proposed method

1.03

Intel Core i9-7900X

Nvidia GTX 1080 Ti

6

Proposed method

0.81

Intel Core i9-7900X

Nvidia GTX 2080 Ti

6

  1. The top 1 method is highlighted in the bold case.
Back to article page