distributed-training · GitHub Topics

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT)...

翻译 - PyTorch图像模型，脚本，预训练权重-（SE）ResNet / ResNeXT，DPN，EfficientNet，MixNet，MobileNet-V3 / V2，MNASNet，单路径NAS，FBNet等

pytorch resnet dual-path-networks pretrained-models pretrained-weights distributed-training mobile-deep-learning mobilenet-v2 mobilenetv3 efficientnet

Python32.33 k

6 小时前

Paddle

@PaddlePaddle • 百度

#计算机科学# PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

paddlepaddle deep-learning scalability machine-learning neural-network python efficiency distributed-training

C++22.28 k

17 小时前

FedML

@FedML-AI

#区块链# FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on a...

federated-learning deep-learning distributed-training blockchain edge-ai machine-learning on-device-training inference-engine marketplace mlops

Python4.19 k

12 天前

Fengshenbang-LM

@IDEA-CCNL

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

chinese-nlp pretrained-models pytorch distributed-training transformers aigc multimodal

Python4.02 k

3 个月前🇨🇳

alpa

@alpa-projects

#大语言模型# Training and serving large-scale neural networks with auto parallelization.

deep-learning machine-learning compiler distributed-training high-performance-computing alpa jax distributed-computing llm auto-parallelization

Python3.07 k

1 年前

determined

@determined-ai

#计算机科学# Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

翻译 - 确定：深度学习培训平台

deep-learning machine-learning ml-platform ml-infrastructure hyperparameter-optimization hyperparameter-search distributed-training pytorch tensorflow hyperparameter-tuning

Go3.04 k

20 小时前