IoTSuite/ AIFS

Introduction

WISE-AIFS: One-stop AI Management Platform Accelerates AI Solution Expansion, Advantech

WISE-AIFS: One-stop AI Management Platform Accelerates AI Solution Expansion, Advantech

AI platform operation manager: Provide resource management services to pool massive computing resources; offer services for maximizing, managing, and monitoring computing resource utilization to improve the operating efficiency of AI platforms.

Features

• 01

  Workspace

  Online Code IDE: By using the Jupyter Notebook, you can quickly develop many kinds of analytic models based on Python 3. The Jupyter Notebook supports machine learning and deep learning frameworks, such as Scikit-Learn, Pytorch, Keras and TensorFlow.

  Upload Code: If you want to program offline, you can upload your code package and docker image during runtime.

• 02

  Task Management

  Training Tasks: Allows you to easily create a schedule for running training tasks automatically.

  Model Deployment Tasks: Allows you to easily create model deployment schedules and define deployment rules such as the best model and model per

  Hyperparameter Tuning: Allows you to find optimal hyperparameters for learning algorithms and for optimizing target variables.

• 03

  Catalog

  Provides many pre-build analytic modules for you to subscribe to and start training tasks.

• 04

  Model Board

  Visualizes each models’ learning outcomes, helping you assess them.

• 05

  Inference Engine

  Edge Inference: Allows you to quickly deploy models to edge devices without having to conduct on-site installation.

  Cloud Inference: Allows to you push the inference engine app via RestfulAPIs to your WISE-PaaS/EnSaaS cluster, workspace, or namespace.

• 06

  AIFS SDK

  Model SDK: Allows you to easily upload your training models to the AIFS model repository.

  Data Source SDK: Allows you to easily input, query, and update training data in the WISE-PaaS platform.

Demonstration

Product Update

Additional Information