Abstract: To tackle the severe underutilization of systolic arrays in FlashAttention, we propose FlowFlash, a dataflow strategy employing Inter-Block Overlap and Unroll techniques. By fusing three ...
ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference. Its features include the following: ONNXim requires ONNX graph files (.onnx) to simulate DNN models. We provide ...
Abstract: Deep neural network (DNN) accelerators are widely used in cloud-edge-end and other application scenarios. Researchers recently focused on extracting secret information from DNN through ...
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