According to IT Home, Huawei completed day-one adaptation of Ant Group’s Ling-3.0-flash model for Ascend A2 and A3 products, with standardized deployment projects and official images. The adaptation also introduces CANN PyPTO for the first time. Built around the PTO virtual instruction set and a tile-based programming model, PyPTO uses tensor-level APIs while automating tiling, data movement, and code generation. Huawei also describes CANNBot PyPTO Agent, a multi-agent workflow that divides operator development into seven stages covering generation, validation, tuning, and final delivery.
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