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Ongoing research training transformer language models at scale, including: BERT & GPT-2

NS3 simulator for RDMA over Converged Ethernet v2 (RoCEv2), including the implementation of DCQCN, TIMELY, PFC, ECN and shared buffer switch

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Repository for nvCOMP docs and examples. nvCOMP is a library for fast lossless compression/decompression on the GPU that can be downloaded from https://developer.nvidia.com/nvcomp.

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《互联网络原理与实践（中文翻译）》Principles and Practices of Interconnection Networks

Microsoft Collective Communication Library

Unofficial PyTorch implementation of "Keyword Transformer: A Self-Attention Model for Keyword Spotting", Berg et al. 2021.

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (p…

A curated list of awesome papers on dataset distillation and related applications.

Toward Convolutional Blind Denoising of Real Photograph

Official implementation of the Keyword Transformer: https://arxiv.org/abs/2104.00769

Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning and Hydra.

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

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程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).

An official implementation of "Network Quantization with Element-wise Gradient Scaling" (CVPR 2021) in PyTorch.

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

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Reference implementations of MLPerf® training benchmarks

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas lik…

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