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Table 2 Experimental environment

From: Classification of multi-differentiated liver cancer pathological images based on deep learning attention mechanism

Category

Name

Version

CPU

IntelCore I5 9600KF

–

RAM

32G 2666 MHz

–

GPU

NVIDIA GTX 1070

–

Development language

Python

V3.7.0

Image processing library

Sci-kit image

V0.16.2

Data processing library

Numpy

V1.17.2

Deep learning framework 1

Sci-kit learn

V0.22

Machine learning library

TensorFlow

V2.1.0

Deep learning framework 2

Keras

V2.3.1