IoTSuite/ AIFS

IoTSuite/ AIFS
IoTSuite/ AIFS

Introduction

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

  • WISE-AIFS_Origin

    WISE-AIFS_Origin

  • WISE-AIFS_User Pain Point

    WISE-AIFS_User Pain Point

  • WISE-AIFS_Certificate

    WISE-AIFS_Certificate

  • WISE-AIFS_Dashboard Snapshot

    WISE-AIFS_Dashboard Snapshot

Product Update

Version
3.7.5
Release Date
2021/11/01
What's new in this release?
--
Approximate Size
--
Language Supported
English (US)

Additional Information

Published by
Advantech
Category
Copyright
Advantech

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