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AssigneeAlipay (Hangzhou) Information Technology Co., Ltd.
InventorsJian Liu, Shuwei GU, Xiaojun ZHAN, Ruoyi RUAN
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This specification provides methods, systems, and computer-readable media for training an artificial intelligence model and storing a checkpoint file. An example system includes a computing node and a first cache node. The computing node is configured to: read a dataset for training from the first cache node to execute a training task of an artificial intelligence model; and in a process of executing the training task, generate a checkpoint file and send it to the first cache node. The first cache node is configured to: identify a type of obtained to-be-stored data; if the type of the to-be-stored data is a dataset, first write the to-be-stored data into a local buffer, and then store the to-be-stored data in a local hard disk from the local buffer; or if the type of the to-be-stored data is a checkpoint file, directly store the to-be-stored data in the local hard disk.
A system for training an artificial intelligence model, comprising a computing node and a first cache node, wherein:
A method for checkpoint file storage in a computing scenario, wherein the method comprises:
A non-transitory, computer-readable medium storing one or more instructions executable by a computer system to perform operations comprising:
Dependencies are inferred from the claim text.