Is In-Domain Data Really Needed? A Pilot Study on Cross-Domain Calibration for Network Quantization

Haichao Yu, Linjie Yang, Humphrey Shi

Post-training quantization methods use a set of calibration data to compute quantization ranges for network parameters and activations. The calibration data usually comes from the…