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Most deep learning frameworks are built for flexibility. They handle dynamic graphs, varying batch sizes, and a multitude of layer types. Talos takes the opposite approach. It strips away the runtime, the scheduler, and the operating system overhead to expose the raw compute capability of the FPGA. By implementing the entire inference pipeline in SystemVerilog, we achieve deterministic, cycle-accurate control over every calculation.
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首先是硫磺。从表层看，本轮事件已经推高了硫磺港口报价，国内价格短期内冲高至4250元/吨一线，折合CFR约531美元/吨，较2月底的4045–4055元/吨已有明显抬升，从深层逻辑看，当下实质上是地缘政治恐慌与现货供需的博弈，第二阶段冲击已经箭在弦上。
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