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NNI 使用 NNI GitHub 仓库 进行维护。 我们在 GitHub 上收集反馈,以及新需求和想法。 你可以: 新建一个 GitHub issue 反馈一个 bug 或者需求。
Training service aims to make the tuning process easily scalable in a distributed platforms. It provides a unified user experience for diverse computation resources (e.g., local ma
This command will not reinstall NNI itself, even if it was installed in development mode. Alternatively, you may install all extra dependencies at once:
概述 NNI (Neural Network Intelligence) 是一个工具包,可有效的帮助用户设计并调优机器学习模型的神经网络架构,复杂系统的参数(如超参)
We list out the three perspectives where NAS can be particularly challegning without NNI. NNI provides solutions to relieve users' engineering effort when they want to try NAS tech
In NNI, tuner will sample hyperparameters according to the search space. To define a search space, users should define the name of the variable, the type of sampling strategy and i
为初学者讲解如何使用 NNI 在 MNIST 数据集上搜索一个网络结构。
MNIST 上的 "Hello World" NNI 是一个能进行自动机器学习实验的工具包。 它可以自动进行获取超参、运行 Trial,测试结果,调优超参的循环。
In NNI, the space of features is called choice; the space of lr is called loguniform; and the space of momentum is called uniform. You may have noticed, these names are derived fro
Hello, NAS! This is the 101 tutorial of Neural Architecture Search (NAS) on NNI. In this tutorial, we will search for a neural architecture on MNIST dataset with the help of NAS fr