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What is torch.nn really?
torch.nn 到底是什么？ MNIST数据安装 神经网络从零开始(不使用torch.nn） torch.nn.functional的使用 使用nn.Module进行重构 使用nn.Linear进行重构 使用optim进行重构 使用Dataset进行重构 使用DataLoader进行重构 增加验证集 编写fit()和get_data()... -
Blog Posts
Blog Posts The Kubeflow blog Orchestrating ML pipelines at scale with Kubeflow Pipelines Using Kubeflow to train and serve a PyTorch model in Google Cloud Platform Getting start... -
Reference Overview
Reference Overview TFJob PyTorchJob Metadata Reference Overview Reference documentation for Kubeflow APIs and services. TFJob TFJob is a Kubernetes custom resourc... -
Windows 常见问题
Windows FAQ 从源码中构建 包含可选组件 为Windows构建加速CUDA 脚本一键安装 扩展 CFEI扩展 C++扩展 安装 在Win32 找不到安装包 导入错误 使用(并行处理） 无if语句保护的多进程处理错误 多进程处理错误“坏道” 多进程处理错误“驱动程序关闭” CUDA IPC操作 Windows F... -
Reference
Reference TFJob PyTorchJob Reference Overview PyTorchJob Reference TFJob Reference Dockerfile Locations Metadata API Reference Reference Reference documentation for Kube... -
Windows FAQ
Windows FAQ 从源码中构建 包含可选组件 为Windows构建加速CUDA 脚本一键安装 扩展 CFEI扩展 C++扩展 安装 在Win32 找不到安装包 导入错误 使用(并行处理） 无if语句保护的多进程处理错误 多进程处理错误“坏道” 多进程处理错误“驱动程序关闭” CUDA IPC操作 Windows F... -
Troubleshooting
Troubleshooting Initial Installation Correctly configured NVIDIA drivers libcuda.so.1: cannot open shared object file Do not mix conda-forge packages Can’t install the latest fa... -
Building a Neural Net Layer from Scratch
Building a Neural Net Layer from Scratch Modeling a Neuron Matrix Multiplication from Scratch Elementwise Arithmetic Broadcasting Broadcasting with a scalar Broadcasting a vect... -
17 A Neural Net from the Foundations
A Neural Net from the Foundations In [ ]: #hide ! pip install - Uqq fastbook import fastbook fastbook . setup_book () [[chapter_foundations]] A Neural Net from th... -
Computing Metrics Using Broadcasting
Computing Metrics Using Broadcasting Computing Metrics Using Broadcasting Recall that a metric is a number that is calculated based on the predictions of our model, and the cor...