Panacea compresses frequent nonzero high-order bit slices in asymmetrically quantized activations, enabling exact bit-slice GEMM and improving energy efficiency and throughput over prior bit-slice accelerators.
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Panacea: Novel DNN Accelerator using Accuracy-Preserving Asymmetric Quantization and Energy-Saving Bit-Slice Sparsity
Panacea compresses frequent nonzero high-order bit slices in asymmetrically quantized activations, enabling exact bit-slice GEMM and improving energy efficiency and throughput over prior bit-slice accelerators.