Alibaba Cloud Big Data AI Platform
Mar 25, 2024 · Artificial Intelligence
How TorchAcc Accelerates Large‑Model Training with TorchXLA
This article examines Alibaba Cloud's TorchAcc framework, a TorchXLA‑based distributed training solution that automates parallel strategies, optimizes memory, computation, and communication, and delivers up to three‑fold speedups for large models such as Llama 2‑7B.
AI OptimizationMemory ManagementTorchAcc
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