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复现 Googlenet #40

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复现 Googlenet#40
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@xxr3376
xxr3376
opened on Jul 3, 2020

任务描述

  • 复现 Googlenet ，训练正常收敛，验收指标符合预期，并将代码提交到 offical/vision/classification/models 下

目标

  • 数据集ImageNet
  • 准确率和论文一致或更高
  • 脚本可以完整完成训练步骤
  • 提供训练后的权重文件
  • 提交至 https://github.com/MegEngine/Hub

Activity

  1. xxr3376
    added
    help-wanted
    on Jul 3, 2020

  2. lijiansong commented on Apr 24, 2021

    @lijiansong
    lijiansong
    on Apr 24, 2021
    Contributor

    @xxr3376最近在试用meg-engine推出的大模型训练的dtr功能，发现model zoo里都没有vgg这种经典的模型:-)
    感觉类似这种https://www.tensorflow.org/api_docs/python/tf/keras/applications模型官方repo都应该有啊

  3. xxr3376 commented on Apr 25, 2021

    @xxr3376
    xxr3376
    on Apr 25, 2021
    MemberAuthor

    @lijiansong VGG 这些模型实在有些古老，所以在复现的时候就没有首先选这些。欢迎大家给我们的 ModelHub 提交模型呀~

  4. 0xMashiro commented on May 7, 2021

    @0xMashiro
    0xMashiro
    on May 7, 2021

    @xxr3376 还有个问题，目前的算子列表里没有topk这种算子，所以如果想实现基本的机器学习算法，如kNN、决策树、kmeans等这些算法，暂时做不了？

    你指的是 megengine.functional.topk 吗？

  5. lijiansong commented on May 7, 2021

    @lijiansong
    lijiansong
    on May 7, 2021
    Contributor

    @MegChai 是的，看了一下列表，还是挺完备的

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