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Nikita Shulga's Projects

add-github-ssh-key icon add-github-ssh-key

Add your ssh keys to github actions runners, works best for self hosted runners on EC2, made for https://github.com/pytorch/pytorch

bloaty icon bloaty

Bloaty McBloatface: a size profiler for binaries

builder icon builder

Continuous builder and binary build scripts for pytorch

colossalai icon colossalai

Making big AI models cheaper, easier, and more scalable

csprng icon csprng

Cryptographically secure pseudorandom number generators for PyTorch

cudnn-frontend icon cudnn-frontend

cudnn_frontend provides a c++ wrapper for the cudnn backend API and samples on how to use it

cutlass icon cutlass

CUDA Templates for Linear Algebra Subroutines

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

doctr icon doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

fairscale icon fairscale

PyTorch extensions for high performance and large scale training.

fbgemm icon fbgemm

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

gloo icon gloo

Collective communications library with various primitives for multi-machine training.

gpt-fast icon gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

isort icon isort

A Python utility / library to sort imports.

kineto icon kineto

A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.

llama2.so icon llama2.so

Inference Llama 2 with a model compiled to native code by TorchInductor

nnpack icon nnpack

Acceleration package for neural networks on multi-core CPUs

once-for-all icon once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

onednn icon onednn

oneAPI Deep Neural Network Library (oneDNN)

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