Pytorch Cannot allocate memory

No, I meant, the dataset we used is relatively small, around 10 GiB in total, and we have 1.8 TiB memory installed, more that 100 times of the size of dataset.
(num_woker * memory_size_of_one_batch) takes less than 0.001% of usable memory.