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. Author manuscript; available in PMC: 2025 Apr 10.
Published in final edited form as: Head Neck Tumor Segm MR Guid Appl (2024). 2025 Mar 3;15273:65–74. doi: 10.1007/978-3-031-83274-1_4

Table 2.

Development environments and requirements.

System Ubuntu 22.04
CPU Intel(R) Xeon(R) CPU E5–2680 v4
RAM 128G
GPU (number and type) P40
CUDA version 12.1
Programming language Python 3.10.10
Deep learning framework torch 2.1.2, torchvision 0.16.2