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  • Postgraduate student at Sun Yat-sen university

  • LLM Inference, HPC, Simulaters, GPU, architecture

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PRs for Project

  • vLLM [Benchmark] Refactor sample_requests in benchmark_throughput link
  • vLLM [Bugfix] fix automatic prefix args and add log info link
  • vLLM [Minor Fix] Fix comments in benchmark_serving link
  • vLLM [Minor Fix] Remove unused code in benchmark_prefix_caching.py link
  • TVM [Doc] Fix minor error in "Expressions in Relay" link
  • TVM [Doc] Fix minor error in doc (Add an operator to Relay) link

TianYu GUO's Projects

convnn icon convnn

A simple CNN training framework support on CPU and GPU(CUDNN)

gemm_mma icon gemm_mma

Optimize GEMM with tensorcore step by step

gpgpu-sim_distribution icon gpgpu-sim_distribution

GPGPU-Sim provides a detailed simulation model of a contemporary GPU running CUDA and/or OpenCL workloads and now includes an integrated (and validated) energy model, GPUWattch.

mlc-llm icon mlc-llm

Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.

ptx-emu icon ptx-emu

PTX-EMU is a simple emulator for CUDA program.

resume icon resume

An elegant \LaTeX\ résumé template. 大陆镜像 https://gods.coding.net/p/resume/git

tvm icon tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

vllm-pub icon vllm-pub

A high-throughput and memory-efficient inference and serving engine for LLMs

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