PrincetonUniversity / LLMCompassLinks
☆154Updated 11 months ago
Alternatives and similar repositories for LLMCompass
Users that are interested in LLMCompass are comparing it to the libraries listed below
Sorting:
- NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing☆83Updated last year
- ☆101Updated last year
- ☆73Updated last year
- LLM Inference analyzer for different hardware platforms☆73Updated 3 weeks ago
- Artifact for paper "PIM is All You Need: A CXL-Enabled GPU-Free System for LLM Inference", ASPLOS 2025☆71Updated last month
- ☆110Updated 2 weeks ago
- Open-source Framework for HPCA2024 paper: Gemini: Mapping and Architecture Co-exploration for Large-scale DNN Chiplet Accelerators☆81Updated last month
- TileFlow is a performance analysis tool based on Timeloop for fusion dataflows☆61Updated last year
- ☆43Updated 6 months ago
- [ASPLOS 2024] CIM-MLC: A Multi-level Compilation Stack for Computing-In-Memory Accelerators☆38Updated last year
- ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference☆126Updated 4 months ago
- The framework for the paper "Inter-layer Scheduling Space Definition and Exploration for Tiled Accelerators" in ISCA 2023.☆68Updated 3 months ago
- HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs☆34Updated 6 months ago
- An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation…☆85Updated last year
- UPMEM LLM Framework allows profiling PyTorch layers and functions and simulate those layers/functions with a given hardware profile.☆30Updated 3 weeks ago
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆81Updated last year
- A co-design architecture on sparse attention☆52Updated 3 years ago
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆31Updated last year
- PALM: A Efficient Performance Simulator for Tiled Accelerators with Large-scale Model Training☆16Updated last year
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆16Updated 11 months ago
- ☆17Updated last month
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆52Updated last year
- Artifact material for [HPCA 2025] #2108 "UniNDP: A Unified Compilation and Simulation Tool for Near DRAM Processing Architectures"☆28Updated 6 months ago
- STONNE: A Simulation Tool for Neural Networks Engines☆132Updated last week
- An Optimizing Framework on MLIR for Efficient FPGA-based Accelerator Generation☆44Updated last year
- mNPUsim: A Cycle-accurate Multi-core NPU Simulator (IISWC 2023)☆56Updated 6 months ago
- ☆10Updated 5 months ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆112Updated 2 years ago
- An open-source parameterizable NPU generator with full-stack multi-target compilation stack for intelligent workloads.☆57Updated 3 months ago
- ☆18Updated last year