Help Center> ModelArts> Tool Guide> PyCharm ToolKit

PyCharm ToolKit

AI developers use the PyCharm tool to develop algorithms or models. ModelArts provides the PyCharm ToolKit plug-in to help AI developers quickly submit locally developed code to a training environment on the public cloud. With PyCharm ToolKit, developers can quickly upload code, submit training jobs, and obtain training logs for local display so that they can better focus on local code development.

ModelArts supports PyCharm of the Windows, Linux, or Mac version.

Constraints

  • Currently, only PyCharm 2019.2 or later is supported.

Available Functions

Table 1 ToolKit functions

Function

Description

Reference

Model training

Code developed locally can be quickly submitted to ModelArts on the public cloud and a training job is automatically created. During the running of the training job, training logs can be obtained and displayed on a local host.

Molde deployment

A trained model can be quickly deployed as a real-time service.

Molde Deployment

OBS-based upload and download

Upload local files or folders to OBS or download files or folders from OBS to a local directory.

OBS-based Upload and Download