Vishwa Karia's repositories
topology-inference
Infer EC2 cluster topology using RDMA reads
sagemaker-training-toolkit
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
gloo
Collective communications library with various primitives for multi-machine training.
c-concurrency-in-action
Exercises from the book C++ Concurrency in Action
sagemaker-pytorch-training-toolkit
Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.
herring-development
Playground for feature development
deep-learning-containers
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
DeepLearningExamples
Deep Learning Examples
SMDDP-Examples
Repository for Forked Deep Learning Examples Used in SageMaker Data Distributed Training
herring-onboarding
Ramping up to Deep Learning training space. Each exercise covers different technologies we use.
nlp-disaster-tweets
Working on the Kaggle contest: https://www.kaggle.com/c/nlp-getting-started
ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
code-summarization
Build a tool that can automatically produce a natural language summary of source code written in Python
Abstractive-Summarization-With-Transfer-Learning
Abstractive summarisation using Bert as encoder and Transformer Decoder