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Godson-T is a research many-core processor designed for parallel scientific computing. It delivers efficient performance and flexible programmability simultaneously. On the one hand, Godson-T has many features to achieve high efficiency for on-chip resource utilization, such as region-based cache coherence protocol, Data Transfer Agents (DTA), and hardware-supported synchronization mechanisms. On the other hand, Godson-T also features highly efficient runtime system, Pthreads-like programming model, and versatile parallel libraries, which make this many-core design flexibly programmable.