sneaxiy

PaddleCUDAGraph

AAdiffTools

OpAccStableFramework

The accuracy and stability test framework.

Paddle

PArallel Distributed Deep LEarning

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

CINN

Compiler Infrastructure for Neural Networks

couler

Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.

cub

Cooperative primitives for CUDA C++.

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

cutlass

CUDA Templates for Linear Algebra Subroutines

DeepLearningExamples

Deep Learning Examples

docs

flash-attention

Fast and memory-efficient exact attention

logging

MLPerf™ logging library

models

Model configurations

models-2

Premade models for SQLFlow

nccl

Optimized primitives for collective multi-GPU communication

NVBug

NVIDIA Bug

NVIDIA-MxNet

NVIDIA optimized MxNet framework for MLPerf

PaddleFleetX

Paddle Distributed Training Examples. 飞桨分布式训练示例 Resnet Bert GPT MOE DataParallel ModelParallel PipelineParallel HybridParallel AutoParallel Zero Sharding Recompute GradientMerge Offload AMP DGC LocalSGD Wide&Deep

PaddleMIX

Paddle Multimodal Integration and eXploration, supporting mainstream multi-modal tasks, including end-to-end large-scale multi-modal pretrain models and diffusion model toolbox. Equipped with high performance and flexibility.

PaddleNLP

Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.

PaddleScience

PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.

PaddleSpeech

Easy-to-use Speech Toolkit including SOTA/Streaming ASR with punctuation, influential TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

sqlflow

Brings SQL and AI together.

tools

training_results_v1.0

training_results_v2.0

MLPerf™ Training v2.0 results

training_results_v2.1

triton

Development repository for the Triton language and compiler