CMU-SAFARI / pim-mlLinks
PIM-ML is a benchmark for training machine learning algorithms on the UPMEM architecture, which is the first publicly-available real-world processing-in-memory (PIM) architecture. Described in the ISPASS 2023 paper by Gomez-Luna et al. (https://arxiv.org/pdf/2207.07886.pdf).
☆24Updated 9 months ago
Alternatives and similar repositories for pim-ml
Users that are interested in pim-ml are comparing it to the libraries listed below
Sorting:
- MultiPIM: A Detailed and Configurable Multi-Stack Processing-In-Memory Simulator☆56Updated 4 years ago
- STONNE Simulator integrated into SST Simulator☆21Updated last year
- A PIM instrumentation, compilation, execution, simulation, and evaluation repository for BLIMP-style architectures.☆18Updated 3 years ago
- The simulator for SPADA, an SpGEMM accelerator with adaptive dataflow☆38Updated 2 years ago
- ☆25Updated 2 years ago
- ☆29Updated 3 years ago
- GNNear: Accelerating Full-Batch Training of Graph NeuralNetworks with Near-Memory Processing☆13Updated 3 years ago
- ☆65Updated 4 years ago
- Heterogenous ML accelerator☆19Updated 5 months ago
- A Cycle-level simulator for M2NDP☆30Updated last month
- ☆11Updated 3 years ago
- The source code for GPGPUSim+Ramulator simulator. In this version, GPGPUSim uses Ramulator to simulate the DRAM. This simulator is used t…☆57Updated 6 years ago
- Domain-Specific Architecture Generator 2☆21Updated 3 years ago
- SimplePIM is the first high-level programming framework for real-world processing-in-memory (PIM) architectures. Described in the PACT 20…☆28Updated last year
- A Full-System Framework for Simulating NDP devices from Caches to DRAM☆19Updated last year
- SparseP is the first open-source Sparse Matrix Vector Multiplication (SpMV) software package for real-world Processing-In-Memory (PIM) ar…☆77Updated 3 years ago
- Artifact for paper "PIM is All You Need: A CXL-Enabled GPU-Free System for LLM Inference", ASPLOS 2025☆92Updated 5 months ago
- A simulation framework for modeling efficiency of Graph Neural Network Dataflows☆23Updated 7 months ago
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆83Updated 2 years ago
- PUMA Compiler☆29Updated 5 years ago
- Fibertree emulator☆14Updated 11 months ago
- ☆28Updated 2 years ago
- HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs☆36Updated 10 months ago
- ☆10Updated last year
- ☆25Updated last year
- dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators☆47Updated 3 years ago
- ordspecsim: The Swarm architecture simulator☆24Updated 2 years ago
- agile hardware-software co-design☆51Updated 3 years ago
- Processing in Memory Emulation☆22Updated 2 years ago
- A reference implementation of the Mind Mappings Framework.☆30Updated 3 years ago