MasterJH5574/modern-gpu-programming-for-mlsys
A tutorial on modern GPU programming for machine learning systems
Fourth-year PhD student at CMU / Building MLC / ML Systems / Deep Learning Compilers / @apache TVM PMC
Repositories
MasterJH5574/agentic-gpu-programming-for-mlsys
MasterJH5574/kcoral
MasterJH5574/TIRx-harness
MasterJH5574/TIRx-kernels
High-performance GPU kernels written in TIRx.
MasterJH5574/tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
MasterJH5574/Pith-Train
MasterJH5574/RISC-V_CPU
🖥️A CPU in Verilog that implements the RISC-V 32b integer base user-level real-mode ISA.
MasterJH5574/tvm-ffi
TVM FFI
MasterJH5574/DeepGEMM
DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling
MasterJH5574/sglang
SGLang is a fast serving framework for large language models and vision language models.
MasterJH5574/PintOS
Project of MS110 - Computer System (2) - Spring 2020 - SJTU
MasterJH5574/mlc-llm
Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
MasterJH5574/CS158-DS-Project
Project for SJTU CS158 Data Structure(Honor) Spring 2020
MasterJH5574/cutlass_fpA_intB_gemm
A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
MasterJH5574/flashinfer-ai.github.io
Project website of FlashInfer project
MasterJH5574/tensorrt-demo
TensorRT LLM Benchmark Configuration
MasterJH5574/xgrammar
MasterJH5574/csd-blog
CSD Blog
MasterJH5574/Analytical_Engine_Emulator
🕹️A simple analytical engine emulator used for course "Great Ideas in Computer Science"
MasterJH5574/triton
Development repository for the Triton language and compiler
MasterJH5574/Mx-Compiler
🔪Mx-Star Compiler Project
MasterJH5574/flashinfer
FlashInfer: Kernel Library for LLM Serving
MasterJH5574/SimpleDB
Course Project of CS392, Database Management System, SJTU, 2021 Spring
MasterJH5574/web-llm
Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support.
MasterJH5574/web-stable-diffusion
Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.
MasterJH5574/BASIC-2018
Minimal BASIC Interpreter
MasterJH5574/RISCV-Simulator
A simple RISC-V simulator
MasterJH5574/tlc-relax
Temp repo for prototyping relax(relay next), the effort will be upstreamed. We use the wiki pages on this repo to host design docs.