Neural Network Distiller

Product Information

Overview

Neural Network Distiller by Intel AI Lab is a Python package for neural network compression research. Distiller provides a PyTorch environment for prototyping and analyzing compression algorithms.

Benefits and features
  • Automated Model Compression
  • Element-wise pruning using magnitude thresholding, sensitivity thresholding, target sparsity level, and activation statistics
  • Structured pruning
  • Model control
  • Quantization
  • Knowledge distillation
  • Scheduling of pruning, regularization, and learning rate decay
  • Element-wise and filter-wise pruning sensitivity analysis
  • Regularization
  • Conditional computation
  • Jupyter notebooks
  • Visualization
Screenshots
Vendor details

Neural Network Distiller

github

Neural Network Distiller

www

Intel Labs

linkedin

Intel Labs

crunchbase

Email address

n/a

Headquarter city

n/a

Product Reviews

Not reviews found

Compare MLOPS Software Now

Search, compare, and choose the right software which help you and your team with your machine learning project.

Compare Neptune to other MLOPS tools

vs

Compare now