A W4A8 GEMM kernel using shift-based overflow-safe dequantization and a hardware-scheduled pipeline reports up to 2.9x speedup over prior W4A8 kernels.
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LiquidGEMM: Hardware-Efficient W4A8 GEMM Kernel for High-Performance LLM Serving
A W4A8 GEMM kernel using shift-based overflow-safe dequantization and a hardware-scheduled pipeline reports up to 2.9x speedup over prior W4A8 kernels.