Zihan Meng

Allowing Oscillation Quantization: Overcoming Solution Space Limitation in Low Bit-Width Quantization

Quantization-aware Training (QAT) enables deep models to adapt to precision loss by simulating quantization. However, existing methods often converge to sub-optimal solutions due to inadequate exploration of quantization solution space. To address this, we propose a novel QAT method, Allowing Oscill…