AIS-SNU / Smart-InfinityLinks
[HPCA'24] Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System
☆51Updated 6 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☆35Updated last year
- ☆28Updated last year
- ☆58Updated last year
- Artifact for paper "PIM is All You Need: A CXL-Enabled GPU-Free System for LLM Inference", ASPLOS 2025☆122Updated 9 months ago
- A Cycle-level simulator for M2NDP☆32Updated 5 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
- A standalone CXL-enabled system simulator.☆18Updated 3 weeks ago
- LLM Inference analyzer for different hardware platforms☆99Updated last month
- ☆37Updated 3 months ago
- UPMEM LLM Framework allows profiling PyTorch layers and functions and simulate those layers/functions with a given hardware profile.☆37Updated 5 months ago
- WaferLLM: Large Language Model Inference at Wafer Scale☆84Updated 3 weeks ago
- ☆165Updated last year
- ☆11Updated 8 months ago
- NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing☆109Updated last year
- The Artifact of NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering☆63Updated last year
- LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale☆177Updated 6 months ago
- ☆41Updated 2 years ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆56Updated last year
- The wafer-native AI accelerator simulation platform and inference engine.☆49Updated last month
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆52Updated last year
- Github repository of HPCA 2025 paper "UniNDP: A Unified Compilation and Simulation Tool for Near DRAM Processing Architectures"☆19Updated 2 weeks ago
- ☆223Updated 3 months ago
- ☆19Updated 8 months ago
- ☆81Updated 8 months ago
- ☆25Updated 3 years ago
- ☆40Updated 3 years ago
- A Full-System Simulator for CXL-Based SSD Memory System☆39Updated last year
- ☆65Updated 7 months ago
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆24Updated last year
- RPCNIC: A High-Performance and Reconfigurable PCIe-attached RPC Accelerator [HPCA2025]☆13Updated last year