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超参调优
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Neural Network Intelligence
超参调优
Neural Network Intelligence
GitHub
概述
开始使用
安装
快速入门
用户指南
超参调优
超参调优
概述
教程
PyTorch
TensorFlow
HPO 教程（PyTorch 版本）
将 PyTorch 官方教程移植到NNI
HPO Quickstart with TensorFlow
Port TensorFlow Quickstart to NNI
搜索空间
Tuners
Assessors
高级用法
Command Line Tool Example
Implement Custom Tuners and Assessors
Install Custom or 3rd-party Tuners and Assessors
Tuner Benchmark
Tuner Benchmark Example Statistics
架构搜索
Overview
Tutorials
Hello NAS!
Search in DARTS
Construct Model Space
Model Space Hub
Exploration Strategy
Model Evaluator
Advanced Usage
Execution Engine and Model Format
Hardware-aware NAS
Construct Space with Mutator (legacy)
Serialization
NAS Benchmark
Overview
Examples
模型压缩
Overview
Config Specification
Pruning
Overview
Quickstart
Pruner
Speedup
Best Practices
Pruning Transformer
Quantization
Overview
Quickstart
Quantizer
SpeedUp
Quantize Transformer
Evaluator
Advanced Usage
Customize Setting
Fusion Compression
Module Fusion
Enhancement
特征工程
Overview
GradientFeatureSelector
GBDTSelector
实验管理
Overview
Training Service
Overview
Local
Remote
OpenPAI
Kubeflow
AdaptDL
FrameworkController
AML
PAI-DLC
Hybrid
Customize a Training Service
Shared Storage
Web Portal
Experiment Web Portal
Visualize with TensorBoard
Experiment Management
参考
Python API
Hyperparameter Optimization
Neural Architecture Search
Model Compression
Pruner
Pruning Speedup
Distiller
Evaluator
Compression Utilities
Quantizer
Experiment
Mutable
Others
实验配置
nnictl 命令
杂项
示例
社区分享
Overview
Automatic Model Tuning (HPO/NAS)
Tuning SVD automatically
EfficientNet on NNI
Automatic Model Architecture Search for Reading Comprehension
Parallelizing Optimization for TPE
Automatic System Tuning (AutoSys)
Tuning SPTAG (Space Partition Tree And Graph) automatically
Tuning the performance of RocksDB
Tuning Tensor Operators automatically
Feature Engineering
NNI review article from Zhihu: - By Garvin Li
Performance measurement, comparison and analysis
Neural Architecture Search Comparison
Hyper-parameter Tuning Algorithm Comparsion
Use NNI on Google Colab
nnSpider Emoticons
研究发布
源码安装
贡献指南
版本说明
超参调优
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