yncxcw
Phd in system, focus on distributed systems, Linux kernel and system architectures. Currently focusing on AI infra.
Nvidia
Pinned Repositories
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
webdataset
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
big-c
FlexMap
Smar Block size and placement for yarn and HDFS
GangliaAPI4J
Ganglia API for Java
pufferfish
Elastic Memory Management on Apache Yarn
sdchecker
A tool to check the scheduling delay for Apache YARN
torch-cpp-trainer
wal
Golang implementation of write-ahead log
yncxcw's Repositories
yncxcw/alexnetbenchmark
alexnet benchmark test on GPU
yncxcw/ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
yncxcw/torch-cpp-trainer
yncxcw/wal
Golang implementation of write-ahead log
yncxcw/anna
A low-latency, cloud-native KVS
yncxcw/apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
yncxcw/charon
on-demand cluster scheduler for opportunistic memory
yncxcw/cMigrator
yncxcw/examples
Go Micro examples. Contributions welcome!
yncxcw/examples-torch
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
yncxcw/gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
yncxcw/hardware-effects
Demonstration of various hardware effects.
yncxcw/kvikdataset
High-performance pytorch dataset implementation using GPUDirect
yncxcw/kvikio
yncxcw/linux-4.12.8
linux kerner for performance profiling
yncxcw/llama.cpp
Port of Facebook's LLaMA model in C/C++
yncxcw/memcached
memcached development tree
yncxcw/neural-networks-quantization-notes
yncxcw/practice-it-go-rest-api-server-3087771
This repo is for the Linkedin Learning course: Practice It: Go Rest API Server
yncxcw/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
yncxcw/pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
yncxcw/pytorch_pruning
yncxcw/rules_python
Experimental Bazel Python Rules
yncxcw/StreamPETR
[ICCV 2023] StreamPETR: Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection
yncxcw/STResNet
A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081
yncxcw/template
Some C++ template codes that I feel interested about.
yncxcw/tensorflow
yncxcw/tensorflow-1
An Open Source Machine Learning Framework for Everyone
yncxcw/tensorlib
yncxcw/webdataset
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.