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Resolved! Adding export VK_ICD_FILENAMES=/usr/share/vulkan/icd.d/nvidia_icd.json environment variable lead to a more informative error message. Turns out it was Nvidia drivers not being up to date to support Vulkan on certain nodes (unrelated to specific GPU hardware)

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Answer selected by leonmkim
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