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aluminum

Aluminum GPU-aware Communication Library

alveo_card_pwr_gather

analytics-zoo

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

arm-kernels

Simple Arm assembly kernels for testing the performance and functionality of Arm CPUs.

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

aws-fpga-app-notes

Application notes for the F1 EC2 Instance

bagua

Bagua is a performant and flexible distributed training framework for PyTorch, providing a faster alternative to PyTorch DDP and Horovod, with support for advanced distributed training algorithms such as quantization and decentralization.

bagua-core

Core communication lib for Bagua.

bagua-net

High performance NCCL plugin for Bagua.

bagua-sphinx-theme

bigdl

BigDL: Distributed Deep Learning Framework for Apache Spark

byteir

ByteIR

bytemlperf

AI Accelerator Benchmark focuses on evaluating AI Accelerators from a practical production perspective, including the ease of use and versatility of software and hardware.

caelus

Set of Kubernetes solutions for reusing idle resources of nodes by running extra batch jobs

chat2db

🔥 🔥 🔥 An intelligent and versatile general-purpose SQL client and reporting tool for databases which integrates ChatGPT capabilities.(智能的通用数据库SQL客户端和报表工具)

clip

Contrastive Language-Image Pretraining

colossalai

Making large AI models cheaper, faster and more accessible

colossalai-examples

Examples of training models with hybrid parallelism using ColossalAI

composable_kernel

Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators

convnext

Code release for ConvNeXt model

cuopt-resources

A collection of NVIDIA cuOpt samples and other resources

dace

DaCe - Data Centric Parallel Programming

data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

dcgm

NVIDIA Data Center GPU Manager (DCGM) is a project for gathering telemetry and measuring the health of NVIDIA GPUs

deep-painterly-harmonization-in-pytorch

EECS 442 Final Project @ UMich

deeplearningexamples

Deep Learning Examples

deit

Official DeiT repository

dfdc_deepfake_challenge

A prize winning solution for DFDC challenge

dlrm

An implementation of a deep learning recommendation model (DLRM)