fix: NVML memory query fallback for DGX Spark#2203

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dbuos wants to merge 2 commits intoNVIDIA-NeMo:mainfrom

dbuos:fix/nvml-dgx-spark-fallback

Commits on Apr 3, 2026

fix: fallback to torch.cuda.mem_get_info when NVML memory query is unsupported
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Merge branch 'main' into fix/nvml-dgx-spark-fallback
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