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将 PyTorch 官方教程移植到NNI
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Port TensorFlow Quickstart to NNI
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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
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