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cnn inference

2 papers

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winograd convolution (2) arm processor (1) 8-bit quantization (1) numerical instability (1) parallelization strategy (1) inference acceleration (1) edge computing (1) kernel optimization (1) computational efficiency (1) model quantization (1)

Papers

AirWino: Optimized Winograd Convolution for Accelerating CNN Inference on ARMv8 Processors AAAI 2026 Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge WACV 2024