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multi-gpu-training

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jia-zhuang /pytorch-multi-gpu-training

整理 pytorch 单机多 GPU 训练方法与原理

pytorch multi-gpu-training

UpdatedNov 23, 2021
Python

kamalkraj /ALBERT-TF2.0

ALBERT model Pretraining and Fine Tuning using TF2.0

classifier glue tf2 mlm albert squad machine-comprehension cola tensoflow fine-tuning xla multi-gpu-training tf-hub albert-tf2 weights-conversion

UpdatedMar 24, 2023
Python

tensordiffeq /TensorDiffEq

Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing

distributed-systems tensorflow gpu neural-networks gpu-acceleration differential-equations gpu-computing multi-gpu collocation tensorflow2 multi-gpu-training scientific-machine-learning neural-pde pinns physics-informed-learning physics-informed-neural-networks

UpdatedMar 1, 2022
Python

HongxinXiang /pytorch-multi-GPU-training-tutorial

tutorial computer-vision deep-learning pytorch distributed-training multi-gpu-training

UpdatedSep 27, 2022
Python

BY571 /DistRL-LLM

Distributed Reinforcement Learning for LLM Fine-Tuning with multi-GPU utilization

reinforcement-learning pg r1 multi-gpu-training multi-gpu-inference llm llm-training llm-finetuning llm-fine-tuning grpo reinforcement-learning-fine-tuning

UpdatedMar 12, 2025
Python

phineas-pta /fine-tune-whisper-vi

jupyter notebooks to fine tune whisper models on Vietnamese using Colab and/or Kaggle and/or AWS EC2

docker aws vietnamese speech-recognition speech-to-text lora whisper fine-tuning multi-gpu-training

UpdatedAug 15, 2025
Jupyter Notebook

sseung0703 /TF2-jit-compile-on-multi-gpu

Tensorflow2 training code with jit compiling on multi-GPU.

xla tensorflow2 multi-gpu-training jit-compilation

UpdatedJan 28, 2021
Python

dooyounggo /MyConvNet

Deep learning using TensorFlow low-level APIs

python deep-learning tensorflow cnn gan isp image-classification image-segmentation quantization multi-gpu-training

UpdatedJul 13, 2020
Python

Justin900429 /deep-learning-template

A lightweight Python template for deep learning project or research with PyTorch.

python lightweight template deep-learning configs pytorch multi-gpu-training

UpdatedJan 5, 2025
Python

mx-ethan-rao /pytorch-template-for-AI-research

A pytorch project template for intensive AI research. Separate datamodule and models and thus support for multiple data-loaders and multiple models in same project

yaml deep-learning pytorch hydra tensorboard ddp multi-gpu-training wandb omegaconf

UpdatedOct 31, 2022
Python

snsharma1311 /NSM-Distributed-Training

In depth tutorial for conducting distributed training at NSM Clusters for custom workloads

ai pytorch multi-gpu-training model-training-and-tuning

UpdatedSep 25, 2025
Jupyter Notebook

Ali-Shariati-Najafabadi /Generate-Context-Aware-Captions-from-Photos

Context-Aware Image Captioning with BLIP-2

training photos deep-neural-networks ai new context neural-networks deeplearning context-aware captioning-images new-york-times captioning caption-generation caption-generator goodnews multi-gpu-training generative-ai blip2

UpdatedOct 8, 2025
Python

huyz1117 /GoogLeNet

使用TensorFlow训练自己的图片，基于多GPU

inception-v1 googlenet-tensorflow multi-gpu-training

UpdatedJul 7, 2019
Python

JayDS22 /Multi-GPU-Distributed-Training-Framework

Production-ready multi-GPU distributed training framework with DDP/FSDP, gradient compression, and 89% scaling efficiency at 16 GPUs. Includes TensorBoard monitoring, auto-checkpointing, and Kubernetes deployment.

gpu-computing gpu-monitoring ddpg-algorithm multi-gpu-training

UpdatedSep 21, 2025
Python

chorus12 /SASRec.pytorch

PyTorch/Lightning implementation ofhttps://github.com/kang205/SASRec

transformers pytorch recsys multi-gpu-training pytorch-lightning ml-1m

UpdatedFeb 3, 2022
Jupyter Notebook

explcre /SHUKUN-Technology-AlgorithmIntern-MultiNodeTraining-for-DLmodels-Horovod-ConfigurationTutorial-Perf

SHUKUN Technology Co.,Ltd Algorithm intern (2020/12-2021/5). Multi-GPU, Multi-node training for deep learning models. Horovod, NVIDIA clara train sdk, configuration tutorial,performance testing.

docker ssh deep-learning nfs nvidia distributed-deep-learning horovod multi-gpu-training clara-train multi-node-training

UpdatedSep 18, 2022
HTML

vibeswithkk /VLLM-With-Supercluster-DEMO

"This repository is a proof-of-concept demonstrating how to deploy and manage VLLM for fast LLM inference across a supercluster. It showcases distributed system architecture for high-performance computing (HPC)."

distributed-systems tutorial hpc cuda inference starter-kit gpu-computing kernels model-serving multi-gpu-training vllm pagedattention superclusters throughput-optimization

UpdatedDec 6, 2025
C++

Romeo-5 /Temporal-Style-Net

Production-scale video style transfer (AdaIN + RAFT Optical Flow) achieving 6.45 FPS and trained via DDP on 118K images.

computer-vision deep-learning pytorch video-processing style-transfer neural-networks multi-gpu-training temporal-consistency

UpdatedNov 22, 2025
Python

lordzuko /probabilistic-deep-learning

Code for various probabilistic deep learning models

hpc pytorch slurm-cluster probabilistic-models jax deep-multi-gpu-training pytorch-lightning

UpdatedJun 28, 2023
Jupyter Notebook

SEG-EEND /SEG_EEND

End-to-End Neural Diarization with python

deep-learning end-to-end speaker-diarization multi-gpu-training eend

UpdatedNov 24, 2025
Python

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