Alternatives and similar repositories for hw1:

Users that are interested in hw1 are comparing it to the libraries listed below

• dlsyscourse / hw0
  ☆27Updated 9 months ago
• S-Lab-System-Group / Hydro
  Surrogate-based Hyperparameter Tuning System
  ☆28Updated last year
• S-Lab-System-Group / Awesome-ML-for-System
  SOTA Learning-augmented Systems
  ☆34Updated 2 years ago
• LeiWang1999 / AutoGPTQ.tvm
  GPTQ inference TVM kernel
  ☆38Updated 9 months ago
• awslabs / optimizing-multitask-training-through-dynamic-pipelines
  Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines
  ☆17Updated last year
• hao-ai-lab / vllm-ltr
  [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank
  ☆39Updated 3 months ago
• thu-pacman / FasterMoE
  ☆76Updated 2 years ago
• msr-fiddle / dnn-partitioning
  ☆39Updated 4 years ago
• dlsyscourse / lecture5
  ☆19Updated 5 months ago
• jiazhihao / attention_superoptimizer
  An Attention Superoptimizer
  ☆21Updated last month
• zhuohan123 / terapipe
  ☆72Updated 3 years ago
• LiuXiaoxuanPKU / Cost-Model-papers
  ☆12Updated last year
• hao-ai-lab / MuxServe
  ☆50Updated 8 months ago
• bytedance / QSync
  Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".
  ☆19Updated 11 months ago
• JF-D / Parcae
  ☆14Updated 10 months ago
• kanonjz / paper
  Machine Learning System
  ☆14Updated 4 years ago
• jasperzhong / swift
  ☆14Updated 2 years ago
• Bruce-Lee-LY / decoding_attention
  Decoding Attention is specially optimized for multi head attention (MHA) using CUDA core for the decoding stage of LLM inference.
  ☆29Updated 3 months ago
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆93Updated last week
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆88Updated 10 months ago
• l1nkr / DL-Compiler-Navigation
  Machine Learning Compiler Road Map
  ☆43Updated last year
• microsoft / TileFusion
  TileFusion is a highly efficient kernel template library designed to elevate the level of abstraction in CUDA C for processing tiles.
  ☆56Updated this week
• JF-D / Proteus
  ☆18Updated 7 months ago
• feifeibear / ChituAttention
  Quantized Attention on GPU
  ☆34Updated 3 months ago
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆81Updated last year
• YJHMITWEB / ExFlow
  Explore Inter-layer Expert Affinity in MoE Model Inference
  ☆7Updated 9 months ago
• AlibabaPAI / FLASHNN
  ☆81Updated 5 months ago
• SJTU-IPADS / disb
  DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.
  ☆53Updated 6 months ago
• luliyucoordinate / cute-flash-attention
  Implement Flash Attention using Cute.
  ☆69Updated 2 months ago
• ParCIS / Chimera
  Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines.
  ☆57Updated last year