Alibaba Group Holding Limited

Yingmin Li

Guoyang Chen

Hongzhong Zheng

Dimin Niu

Fei Sun

Shuangchen Li

Weifeng Zhang

Xipeng Shen

Shuai Che

Jingjun Chu

Embodiments of the disclosure provide systems and methods for allocating memory space in a memory device. The system can include: a memory device for providing the memory space; and a compiler component configured for: receiving a request for allocating a data array having a plurality of data elements in the memory device, wherein each of the plurality of data elements has a logical address; generating an instruction for allocating memory space for the data array in the memory device based on the request; generating device addresses for the plurality of data elements in the memory device based on logical addresses of the plurality of data elements; and allocating the memory space for the data array in the memory device based on the device addresses and the instruction.

System and method for allocating memory space

The present disclosure relates to computer-implemented systems and methods for scheduling a neural network for execution. In one implementation, a system for scheduling a neural network for execution may include at least one memory storing instructions and at least one processor configured to execute the instructions to determine a profile for one or more applications co-scheduled with at least one neural network; determine a batch size for the at least one neural network based on the determined profile for the one or more applications; and scheduling the one or more applications and the at least one neural network based on the batch size.

Systems and methods for scheduling neural networks by varying batch sizes

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San Mateo, CA, United States of America

Yingmin Li