HUAWEI Cloud Pangu Drug Molecule Model is a pretrained AI model to accelerate drug discovery. The whole process of drug discovery is visible and perceptible. With cloud computing power and AI models, the speed of massive drug molecules screening and drug molecules optimization has been greatly accelerated. Pangu drug molecule model greatly shortens the trail-and-error process of traditional pharmaceutical industry. Released new broad-spectrum antibacterial drugs jointly developed by the First Affiliated Hospital of Xi'an Jiaotong University, the R&D cycle was shortened from years to one month.