Platform For AI:SDK reference for PAI modules

DLC SDK references

• Submit jobs by using the SDK for Python

  This topic describes how to use the SDK for Python to submit deep learning jobs.

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

  This topic describes three interfaces supported by PAIIO, TableRecordDataset, TableReader, and TableWriter, and how to use these interfaces to read data from and write data to MaxCompute tables.

DSW SDK references

• Create and manage DSW instances

  This topic describes how to create and manage DSW instances.

• Read data from and write data to OSS

  This topic describes how to use Object Storage Service (OSS) SDK for Python to read data from and write data to OSS.

• Use WebIDE to debug code online

  This topic describes how to use WebIDE of DSW to debug the Python code in the sample notebook.

• Use EasyVision to detect objects

  This topic describes how to use EasyVision in DSW to detect objects.

EAS SDK references

• Develop custom processors by using C or C++

  This topic describes how to develop custom processors by using C or C++.

• Develop custom processors by using Java

  This topic describes how to develop custom processors by using Java.

• Develop custom processors by using Python

  This topic describes how to develop custom processors by using Python.

• Warm up model services (advanced)

  This topic describes how to generate a model warm-up file by using SDK.

• The following topics provide sample code for calling services by using SDKs.

  • SDK for Java

  • SDK for Python

  • SDK for Go

SDK references for scenario-based solutions

Usage notes on multimedia analysis SDK for Python

This topic describes the details of multimedia analysis SDK for Python, and how to use this SDK to call different model services. This topic also provides sample requests and responses.

SDK references for AI acceleration

The following topics describe how to use PAI-Blade SDKs to deploy PyTorch and TensorFlow models and perform model inference.

• Use an SDK to deploy a TensorFlow model for inference

• Use an SDK to deploy a PyTorch model for inference