Here are 26 public repositories matching this topic "distributed-deep-learning"
Repository Created on August 29, 2016, 7:59 am
Fast, distributed, secure AI for Big Data
Last updated on December 1, 2022, 6:37 am
Repository Created on May 5, 2017, 2:27 am
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
Last updated on December 1, 2022, 5:47 am
Repository Created on May 30, 2021, 7:18 pm
Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines.
Last updated on October 13, 2022, 7:16 am
Repository Created on August 19, 2021, 5:45 pm
SHUKUN Technology Co.,Ltd Algorithm intern (2020/12-2021/5). Multi-GPU, Multi-node training for deep learning models. Horovod, NVIDIA clara train sdk, configuration tutorial,performance testing.
Last updated on March 5, 2022, 11:39 am
Repository Created on September 8, 2022, 8:43 am
This repository contains the implementation of a wide variety of Deep Learning Projects in different applications of computer vision, NLP, federated, and distributed learning. These projects include university projects and projects implemented due to interest in Deep Learning.
Last updated on September 21, 2022, 2:38 am
Repository Created on November 27, 2021, 8:02 pm
Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k communication volume which is asymptotically optimal) with the decentralized parallel Stochastic Gradient Descent (SGD) optimizer, and its convergence is proved theoretically and empirically.
Last updated on October 29, 2022, 2:45 pm
Repository Created on April 6, 2022, 9:11 am
🚨 Prediction of the Resource Consumption of Distributed Deep Learning Systems
Last updated on October 22, 2022, 2:30 am
Repository Created on September 4, 2020, 1:12 am
An implementation of a distributed ResNet model for classifying CIFAR-10 and MNIST datasets.
Last updated on September 28, 2022, 6:13 am
Repository Created on November 30, 2019, 8:53 pm
Eager-SGD is a decentralized asynchronous SGD. It utilizes novel partial collectives operations to accumulate the gradients across all the processes.
Last updated on February 23, 2022, 2:54 pm
Repository Created on July 4, 2021, 10:50 am
Yelp review classification using CNN model with horovod on HPC cluster
Last updated on July 4, 2021, 10:56 am
Repository Created on June 28, 2021, 11:06 am
WAGMA-SGD is a decentralized asynchronous SGD based on wait-avoiding group model averaging. The synchronization is relaxed by making the collectives externally-triggerable, namely, a collective can be initiated without requiring that all the processes enter it. It partially reduces the data within non-overlapping groups of process, improving the parallel scalability.
Last updated on June 18, 2022, 4:21 pm
Repository Created on April 1, 2021, 2:24 pm
A blockchain based neural architecture search project.
Last updated on August 17, 2022, 8:26 am
Repository Created on March 5, 2019, 1:11 am
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
Last updated on October 15, 2022, 2:50 pm
Repository Created on September 1, 2020, 9:09 am
Distributed deep learning framework based on pytorch/mxnet/numba and nccl.
Last updated on August 30, 2022, 10:57 am
Repository Created on June 26, 2018, 1:00 am
A Portable C Library for Distributed CNN Inference on IoT Edge Clusters
Last updated on November 29, 2022, 5:12 am
Repository Created on July 9, 2019, 6:43 pm
Distributed Keras Engine, Make Keras faster with only one line of code.
Last updated on July 5, 2022, 5:54 pm
Repository Created on January 5, 2019, 9:09 pm
Distributed Deep Reinforcement Learning for Large Scale Robotic Simulations πŸ‘¨β€πŸ’»πŸ€–πŸ•ΈπŸ•ΉπŸ•·β€οΈπŸ‘¨β€πŸ”¬
Last updated on August 11, 2019, 1:14 am
Repository Created on May 16, 2018, 9:00 am
PyTorch Examples for Beginners
Last updated on February 17, 2019, 9:37 am
Repository Created on June 11, 2018, 8:49 am
Collection of resources for automatic deployment of distributed deep learning jobs on a Kubernetes cluster
Last updated on April 12, 2020, 1:26 pm
Repository Created on March 7, 2018, 4:03 pm
TensorFlow (1.8+) Datasets, Feature Columns, Estimators and Distributed Training using Google Cloud Machine Learning Engine
Last updated on September 16, 2022, 9:19 am
Repository Created on August 18, 2017, 8:55 am
mnist, using caffe and openmpi
Last updated on September 6, 2017, 3:23 pm
Repository Created on January 13, 2017, 8:19 am
Java based Convolutional Neural Network package running on Apache Spark framework
Last updated on September 28, 2022, 12:23 pm