upmem / upmem_llm_frameworkLinks
UPMEM LLM Framework allows profiling PyTorch layers and functions and simulate those layers/functions with a given hardware profile.
☆34Updated last month
Alternatives and similar repositories for upmem_llm_framework
Users that are interested in upmem_llm_framework are comparing it to the libraries listed below
Sorting:
- NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing☆94Updated last year
- ☆92Updated last year
- Artifact for paper "PIM is All You Need: A CXL-Enabled GPU-Free System for LLM Inference", ASPLOS 2025☆91Updated 5 months ago
- ☆151Updated 8 months ago
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆33Updated last year
- ☆189Updated last year
- A Cycle-level simulator for M2NDP☆30Updated last month
- A simulator for SK hynix AiM PIM architecture based on Ramulator 2.0☆37Updated 2 months ago
- H2-LLM: Hardware-Dataflow Co-Exploration for Heterogeneous Hybrid-Bonding-based Low-Batch LLM Inference☆65Updated 5 months ago
- Processing-In-Memory (PIM) Simulator☆194Updated 9 months ago
- ☆26Updated 10 months ago
- Open-source Framework for HPCA2024 paper: Gemini: Mapping and Architecture Co-exploration for Large-scale DNN Chiplet Accelerators☆93Updated 5 months ago
- MultiPIM: A Detailed and Configurable Multi-Stack Processing-In-Memory Simulator☆56Updated 4 years ago
- [ASPLOS 2024] CIM-MLC: A Multi-level Compilation Stack for Computing-In-Memory Accelerators☆47Updated last year
- Artifact material for [HPCA 2025] #2108 "UniNDP: A Unified Compilation and Simulation Tool for Near DRAM Processing Architectures"☆41Updated last month
- ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference☆149Updated 7 months ago
- PIMeval simulator and PIMbench suite☆33Updated 2 months ago
- HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs☆36Updated 9 months ago
- ☆18Updated 2 years ago
- ☆65Updated 4 years ago
- Serpens is an HBM FPGA accelerator for SpMV☆21Updated last year
- mNPUsim: A Cycle-accurate Multi-core NPU Simulator (IISWC 2023)☆64Updated 9 months ago
- ☆29Updated 3 years ago
- [HPCA'24] Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System☆49Updated 2 months ago
- ☆48Updated 4 years ago
- ☆45Updated last month
- The simulator for SPADA, an SpGEMM accelerator with adaptive dataflow☆38Updated 2 years ago
- MICRO22 artifact evaluation for Sparseloop☆44Updated 3 years ago
- An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation…☆86Updated last year
- ☆51Updated 2 months ago