Skip to content

实现 PyTorch 到 MindSpore 的模型迁移#7

Draft
Copilot wants to merge 2 commits intomainfrom
copilot/fix-6
Draft

实现 PyTorch 到 MindSpore 的模型迁移#7
Copilot wants to merge 2 commits intomainfrom
copilot/fix-6

Conversation

Copy link
Copy Markdown
Contributor

Copilot AI commented May 26, 2025

该 PR 实现了一个新的子项目,用于展示如何将基于 PyTorch 的神经网络模型迁移到基于 MindSpore 的实现。

主要变更

  • 创建了新的子项目目录 research/model_migration
  • 用 PyTorch 实现了一个简单的多层感知机 (MLP) 模型
  • 将相同的模型架构迁移到 MindSpore 框架
  • 添加了详细的 README 文档,包括:
    • 模型架构说明
    • 应用场景介绍
    • 两个框架之间的迁移细节
    • 使用说明和示例代码
  • 更新主 README 以包含新的子项目

技术细节

该项目中实现的 MLP 模型具有两个隐藏层(128 和 64 个神经元)和 ReLU 激活函数,适用于基础分类任务如 MNIST 手写数字识别。项目特别关注 PyTorch 和 MindSpore 在以下方面的差异:

  • 模型定义(nn.Module vs nn.Cell
  • 模型层命名(Linear vs Dense
  • 前向传播方法(forward vs construct
  • 执行模式和训练流程

迁移后的两个模型保持了完全相同的架构和功能,确保了性能的可比性。

Fixes #6.

Warning

Firewall rules blocked me from connecting to one or more addresses

I tried to connect to the following addresses, but was blocked by firewall rules:

  • cdn.fwupd.org
    • Triggering command: /usr/bin/fwupdmgr refresh (dns block)

If you need me to access, download, or install something from one of these locations, you can either:


💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.

Co-authored-by: princeofpotato <22792158+princeofpotato@users.noreply.github.com>
Copilot AI changed the title [WIP] 迁移简单模型 实现 PyTorch 到 MindSpore 的模型迁移 May 26, 2025
Copilot AI requested a review from princeofpotato May 26, 2025 07:26
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

迁移简单模型

2 participants