May 2025
Intermediate to advanced
310 pages
3h 16m
Chinese
Overview
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这本简明易懂的参考书将最受欢迎的深度学习研发框架之一呈现在您面前。作者 Joe Papa 提供了语法、设计模式和代码示例的即时访问，可帮助您加快开发速度，减少搜索答案的时间。
科研人员、机器学习工程师和软件开发人员将找到清晰、结构化的 PyTorch 代码，涵盖神经网络开发的每个步骤——从加载数据到定制训练循环，再到模型优化和 GPU/TPU 加速。快速学习如何使用 AWS、Google Cloud 或 Azure 将代码部署到生产环境，并将机器学习模型部署到移动和边缘设备。
- 学习基本的 PyTorch 语法和设计模式
- 创建自定义模型和数据转换
- 使用GPU和TPU训练和部署模型
- 训练和测试深度学习分类器
- 使用优化和分布式训练加速训练
- 访问有用的 PyTorch 库和 PyTorch 生态系统
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