xiezhq-hermann/ANC_signal-system_project
ANC-Active Noise Cancellation project software part, including reports and some materials.
PhD Student @ Stanford CS
ANC-Active Noise Cancellation project software part, including reports and some materials.
Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into efficient execution plans.
My own solutions for Stanford CS231n (2017) assignments
A fast and accurate approximation of arctan by look-up mothod with three variants inside, implemented in C++
Homework solutions to 2018 spring Parallel Computing Courses in ShanghaiTech
Homework solutions to 2017 Fall Algorithm Courses in ShanghaiTech
Fast and memory-efficient exact attention
SGLang is a structured generation language designed for large language models (LLMs). It makes your interaction with LLMs faster and more controllable.
Making Long-Context LLM Inference 10x Faster and 10x Cheaper
Classroom Object Oriented Language ( COOL ) Compiler
FlashInfer: Kernel Library for LLM Serving
Generative Agents: Interactive Simulacra of Human Behavior
Graph-based and Transition-based dependency parsers based on BiLSTMs
Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps.
Pintos Operating System Modified
Running large language models like OPT-175B/GPT-3 on a single GPU. Focusing on high-throughput large-batch generation.
NCCL Tests
NCCL Fast Socket is a transport layer plugin to improve NCCL collective communication performance on Google Cloud.
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
Blog commenting system built with AWS Lambda
A microbenchmark support library
An unofficial LaTeX thesis template for ShanghaiTech University.
The OpenTelemetry C++ Client
Disseminated, Distributed OS for Hardware Resource Disaggregation. USENIX OSDI 2018 Best Paper.