Table 1 Experimental settings.

From: Traditional clothing pattern extraction considering attention mechanism and image data enhancement processing

Configuration category

Key parameter

Set the value

Hardware environment

Processor

Intel Xeon Gold 6248R @ 3.0 GHz (2)

Memory capacity

256GB DDR4 ECC

Display card configuration

NVIDIA RTX A6000 (48GB video memory)x4

Inventory system

2 TB NVMe SSD + 16 TB HDD

Software environment

Operating system

Ubuntu 20.04 LTS

Deep learning framework

PyTorch 1.12.1 + CUDA 11.6

Python edition

3.8.12

Model parameter

Input dimensions

512 × 512

Batch size

16

Optimizer

Adam

Learning rate strategy

Cosine damping

Number of training rounds

200

Loss function

Dice + CE

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