FurongHuang / TTP-NeuralNets-CompressionLinks
We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-order matrices, for which we introduce new tensor decomposition methods.
☆11Updated 7 years ago
Alternatives and similar repositories for TTP-NeuralNets-Compression
Users that are interested in TTP-NeuralNets-Compression are comparing it to the libraries listed below
Sorting:
- Tensor Train decomposition on TensorFlow☆226Updated 4 years ago
- Tensor decomposition implemented in TensorFlow☆63Updated 6 years ago
- Metamodeling, sensitivity analysis and visualization using the tensor train format☆21Updated 2 years ago
- ☆102Updated 7 years ago
- Distributed NMF/NTF Library☆47Updated 8 months ago
- Code for the paper "Tensor Regression Networks with various Low-Rank Tensor Approximations"☆35Updated 7 years ago
- implement distributed machine learning with Pytorch + OpenMPI☆51Updated 6 years ago
- Apply CP, Tucker, TT/TR, HT to compress neural networks. Train from scratch.☆15Updated 4 years ago
- ☆19Updated 7 years ago
- Python implementation of the TT-Toolbox☆249Updated 4 months ago
- The git repository for the TT-Toolbox☆200Updated 5 months ago
- HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent☆33Updated 8 years ago
- The Surprisingly ParalleL spArse Tensor Toolkit.☆71Updated 3 years ago
- Supporting code for "Parallel Streaming Wasserstein Barycenters"☆10Updated 7 years ago
- CUDA Matrix Factorization Library with Stochastic Gradient Descent (SGD)☆72Updated 7 years ago
- ☆25Updated 6 years ago
- Efficient LDA solution on GPUs.☆24Updated 6 years ago
- Wasserstein / earth mover's distance visualizations☆66Updated 8 years ago
- Randomized Tensor Decompositions☆30Updated 8 years ago
- The latest version of Net-Trim which solves the actual constrained problem☆24Updated 5 years ago
- LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms☆12Updated 3 years ago
- ☆14Updated 6 years ago
- Distributed learning with mpi4py☆48Updated 6 years ago
- ☆74Updated 6 years ago
- ☆75Updated 6 years ago
- RBM in Pytorch☆58Updated 8 years ago
- Tensorflow implementation of preconditioned stochastic gradient descent☆34Updated last year
- Deep learning with a multiplication budget☆47Updated 7 years ago
- Efficient Unitary Neural Network(EUNN) implementation in Tensorflow☆73Updated 6 years ago
- Contains matrix sketching algorithms in python☆16Updated 3 years ago