DeepReduce
Sparse tensor comms
A framework for efficient communication of sparse tensors in distributed deep learning
A Sparse-tensor Communication Framework for Distributed Deep Learning
13 stars
1 watching
7 forks
Language: Python
last commit: about 3 years ago communicationcompressiondeep-learningdistributed-systemsmachine-learningsparse
Related projects:
| Repository | Description | Stars |
|---|---|---|
 tensorflow/mesh | A library that enables distributed deep learning by partitioning tensors across processors in a mesh topology. | 1,597 |
 uncomplicate/deep-diamond | A fast Clojure library for computing with tensors and neural networks on CPUs and GPUs. | 433 |
 stitchfix/ntflib | A library designed to factorize highly sparse tensors with guaranteed cost-function decrease | 48 |
 jeankossaifi/tensorly-notebooks | Tutorials and examples on tensor learning with Python implementations using various deep learning frameworks | 429 |
 hoff97/tensorjs | A JavaScript library for accelerated tensor computation in web browsers | 36 |
 lifanghe/neurips18_surf | A toolbox implementing a sparse and low-rank tensor regression algorithm with boosting | 12 |
 google/tensornetwork | A library for easy and efficient manipulation of tensor networks. | 1,826 |
 eaplatanios/tensorflow_scala | A Scala API for TensorFlow's deep learning functionality | 939 |
 google-research/tf-slim | A lightweight library for defining and training neural networks in TensorFlow. | 373 |
 vlang/vtl | A C library providing an n-dimensional tensor data structure and linear algebra routines | 148 |
 palle-k/dl4s | A Swift-based library for accelerated tensor operations and dynamic neural networks using reverse mode automatic differentiation. | 104 |
| tensorflow/haskell | Haskell bindings for a popular machine learning framework, allowing developers to build and deploy neural networks in the Haskell programming language. | 1,584 |
 leopiney/tensor-safe | A Haskell framework for defining and compiling valid deep learning models to external frameworks like TensorFlow JS or Keras. | 101 |
 tensorly/tensorly | A Python library providing tools and methods for working with tensors, including decomposition and learning techniques. | 1,576 |
| tensorflow/tensorflow | An end-to-end platform for building and deploying machine learning applications | 186,822 |