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Neural Network Intelligence
nnictl Commands
Neural Network Intelligence
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Overview
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Install NNI
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User Guide
Hyperparameter Optimization
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Quickstart
PyTorch
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HPO Quickstart with PyTorch
Port PyTorch Quickstart to NNI
HPO Quickstart with TensorFlow
Port TensorFlow Quickstart to NNI
Search Space
Tuners
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Command Line Tool Example
Implement Custom Tuners and Assessors
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Hello NAS!
Search in DARTS
Construct Model Space
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Hardware-aware NAS
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Overview
Examples
Compression
Overview
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Pruning
Overview
Quickstart
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Pruning Transformer
Quantization
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Quickstart
Quantizer
SpeedUp
Quantize Transformer
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GradientFeatureSelector
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Overview
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Customize a Training Service
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Visualize with TensorBoard
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References
Python API
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Experiment Config Reference
nnictl Commands
nnictl Commands
Misc
Examples
Use Cases and Solutions
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
Research and Publications
Build from Source
Contribution Guide
Change Log
nnictl Commands
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