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integer-only quantization

3 papers

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Co-occurring keywords · papers mentioning both

model compression (3) model quantization (2) integer quantization (1) neural processing unit (1) activation quantization (1) on-device deployment (1) integer-only inference (1) hardware-aware quantization (1) integer arithmetic (1) latency optimization (1)

Papers

MobileQuant: Mobile-friendly Quantization for On-device Language Models EMNLP 2024 I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference ICCV 2023 HAWQ-V3: Dyadic Neural Network Quantization ICML 2021