AIS-SNU / Smart-InfinityLinks
[HPCA'24] Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System
☆49Updated 3 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:
- ☆27Updated 11 months ago
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆33Updated last year
- A Cycle-level simulator for M2NDP☆32Updated 3 months ago
- ☆55Updated last year
- Artifact for paper "PIM is All You Need: A CXL-Enabled GPU-Free System for LLM Inference", ASPLOS 2025☆101Updated 6 months ago
- The Artifact of NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering☆59Updated last year
- [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
- UPMEM LLM Framework allows profiling PyTorch layers and functions and simulate those layers/functions with a given hardware profile.☆36Updated 3 months ago
- LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale☆148Updated 3 months ago
- ☆40Updated 2 years ago
- ☆39Updated 2 years ago
- ☆11Updated 6 months ago
- LLM Inference analyzer for different hardware platforms☆96Updated 4 months ago
- ☆156Updated 9 months ago
- NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing☆99Updated last year
- WaferLLM: Large Language Model Inference at Wafer Scale☆72Updated 2 weeks ago
- Github repository of HPCA 2025 paper "UniNDP: A Unified Compilation and Simulation Tool for Near DRAM Processing Architectures"☆15Updated 2 months ago
- ☆73Updated 5 months ago
- ☆67Updated 4 years ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆55Updated last year
- ☆105Updated last year
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆44Updated 10 months ago
- ☆24Updated 3 years ago
- ☆202Updated 3 weeks ago
- A Full-System Simulator for CXL-Based SSD Memory System☆32Updated 10 months ago
- LLM serving cluster simulator☆119Updated last year
- ☆19Updated 5 months ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆157Updated last year
- CXL-DMSim: A Full-System CXL Disaggregated Memory Simulator With Comprehensive Silicon Validation☆100Updated 3 weeks ago
- ☆40Updated 5 months ago