Htc Corporation

Shang-Xuan Zou

Edward Chang

Chun-Yen Chen

Chun-Nan Chou

Ting-Wei Lin

Jui-Lin Wu

Cheng-Lung Sung

Kuan-Chieh Tung

Chia-Chin Tsao

A training task optimization system includes a processor. The processor is configured to receive training environment information of a training task. The training environment information at least carries information corresponding to training samples in the training task. The processor is configured to calculate a memory distribution for the training task based on memory factors, the training samples and a neural network, and select a mini-batch size that is fit to the memory distribution. In response to the training environment information, the processor is configured to output the mini-batch size for execution of the training task.

Training task optimization system, training task optimization method and non-transitory computer readable medium for operating the same

Growing community of inventors

Taoyuan, Taiwan

Shang-Xuan Zou