CKC & Partners Co., LLC
Training task optimization system, training task optimization method and non-transitory computer readable medium for operating the same
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.
HTC Corporation
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Cheng-Lung Ting-Wei Shang-Xuan Chun-Yen Kuan-Chieh Chun-Nan Chia-Chin Edward Jui-Lin
Sung Lin Zou Chen Tung Chou Tsao Chang Wu