Daniel-NJ

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awesome-machine-learning-in-compilers

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

RDMA-Tutorial

A tutorial on RDMA based programming using code examples

text-generation-inference

Large Language Model Text Generation Inference

mlc-llm

Universal LLM Deployment Engine with ML Compilation

rocHPL

High Performance Linpack for Next-Generation AMD HPC Accelerators

server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

whisper.cpp

Port of OpenAI's Whisper model in C/C++

llama.cpp

LLM inference in C/C++

hyperqueue

Scheduler for sub-node tasks for HPC systems with batch scheduling

Graph500

Repository contains scripts to run Graph500 benchmark on Salomon cluster

dalai

The simplest way to run LLaMA on your local machine

paper-qa

LLM Chain for answering questions from documents with citations

zstd

Zstandard - Fast real-time compression algorithm

gpt4all

GPT4All: Chat with Local LLMs on Any Device

gpgpu-sim_distribution

GPGPU-Sim provides a detailed simulation model of contemporary NVIDIA GPUs running CUDA and/or OpenCL workloads. It includes support for features such as TensorCores and CUDA Dynamic Parallelism as well as a performance visualization tool, AerialVisoin, and an integrated energy model, GPUWattch.

perf-ninja

This is an online course where you can learn and master the skill of low-level performance analysis and tuning.

perf-book

The book "Performance Analysis and Tuning on Modern CPU"

uarch-bench

A benchmark for low-level CPU micro-architectural features

langchain

🦜🔗 Build context-aware reasoning applications

simulating_mpi_applications_at_scale

simgrid

MIRROR of the SimGrid framework, for the simulation of distributed applications (Clouds, HPC, Grids, IoT and others). Most of the dev occurs on FramaGit.

Faithful-and-Efficient-Simulation-of-High-Performance-Linpack

Artifacts for the eponymous paper

sst-dumpi

SST DUMPI Trace Library

sst-macro

SST Macro Element Library

vimllearn

A book for VimL Script language

callpath

Library for representing callpaths consistently in distributed-memory performance tools.

codon

A high-performance, zero-overhead, extensible Python compiler using LLVM

HPCInfo

Information about many aspects of high-performance computing. Wiki content moved to ~/docs.

compilerbook

compilerbook