AIS-SNU / Smart-InfinityLinks
[HPCA'24] Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System
☆48Updated 4 months ago
Alternatives and similar repositories for Smart-Infinity
Users that are interested in Smart-Infinity are comparing it to the libraries listed below
Sorting:
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆33Updated last year
- ☆27Updated last year
- ☆57Updated last year
- Artifact for paper "PIM is All You Need: A CXL-Enabled GPU-Free System for LLM Inference", ASPLOS 2025☆111Updated 7 months ago
- A Cycle-level simulator for M2NDP☆32Updated 3 months ago
- [PACT'24] GraNNDis. A fast and unified distributed graph neural network (GNN) training framework for both full-batch (full-graph) and min…☆10Updated last year
- ☆40Updated 2 years ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆47Updated 11 months ago
- ☆31Updated last month
- UPMEM LLM Framework allows profiling PyTorch layers and functions and simulate those layers/functions with a given hardware profile.☆37Updated 3 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆55Updated last year
- The Artifact of NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering☆59Updated last year
- WaferLLM: Large Language Model Inference at Wafer Scale☆76Updated last month
- LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale☆160Updated 4 months ago
- ☆155Updated 10 months ago
- ☆11Updated 6 months ago
- NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing☆102Updated last year
- ☆40Updated 3 years ago
- LLM serving cluster simulator☆122Updated last year
- LLM Inference analyzer for different hardware platforms☆96Updated 4 months ago
- ☆209Updated last month
- A Full-System Simulator for CXL-Based SSD Memory System☆34Updated 11 months ago
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆23Updated last year
- ☆73Updated 6 months ago
- ☆24Updated 3 years ago
- ☆19Updated 6 months ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆163Updated last year
- Github repository of HPCA 2025 paper "UniNDP: A Unified Compilation and Simulation Tool for Near DRAM Processing Architectures"☆15Updated 3 months ago
- CXL-DMSim: A Full-System CXL Disaggregated Memory Simulator With Comprehensive Silicon Validation☆112Updated last month
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆73Updated last month