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Platform For AI:DLC use cases

Last Updated:Nov 20, 2024

This topic lists relevant topics of Deep Learning Containers (DLC) use cases.

Case

Description

Submit a standalone training job that uses PyTorch

This topic describes how to use DLC to train transfer learning models based on the PyTorch framework.

Use NAS to submit standalone PyTorch migration learning jobs

This topic describes how to use DLC and File Storage NAS (NAS) to perform PyTorch-based offline migration training.

Use PAIIO to read data from and write data to MaxCompute tables

This topic describes how to use the PAIIO module to read data from and write data to MaxCompute tables.

Submit an MPIJob training job

This topic describes how to use mpirun and Deepspeed to submit distributed training jobs of the MPIJob type in DLC.