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veScale: Consistent and Efficient Tensor Programming with Eager-Mode SPMD, 2025

Youjie Li, Cheng Wan, Zhiqi Lin, Hongyu Zhu, Jiacheng Yang, Ziang Song, Xinyi Di, Jiawei Wu, Huiyao Shu, Wenlei Bao, Yanghua Peng, Haibin Lin, Li-Wen Chang · 2025 · arXiv 2509.07003

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veScale-FSDP: Flexible and High-Performance FSDP at Scale

cs.DC · 2026-02-25 · unverdicted · novelty 6.0

veScale-FSDP uses RaggedShard and structure-aware planning to support block-wise quantization and non-element-wise optimizers while delivering 5-66% higher throughput and 16-30% lower memory than prior FSDP systems at massive scale.

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  • veScale-FSDP: Flexible and High-Performance FSDP at Scale cs.DC · 2026-02-25 · unverdicted · none · ref 13

    veScale-FSDP uses RaggedShard and structure-aware planning to support block-wise quantization and non-element-wise optimizers while delivering 5-66% higher throughput and 16-30% lower memory than prior FSDP systems at massive scale.