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 7 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:
- STONNE Simulator integrated into SST Simulator☆20Updated last year
- A PIM instrumentation, compilation, execution, simulation, and evaluation repository for BLIMP-style architectures.☆18Updated 3 years ago
- MultiPIM: A Detailed and Configurable Multi-Stack Processing-In-Memory Simulator☆56Updated 4 years ago
- GNNear: Accelerating Full-Batch Training of Graph NeuralNetworks with Near-Memory Processing☆13Updated 2 years ago
- ☆65Updated 4 years ago
- The simulator for SPADA, an SpGEMM accelerator with adaptive dataflow☆38Updated 2 years ago
- ☆29Updated 3 years ago
- SimplePIM is the first high-level programming framework for real-world processing-in-memory (PIM) architectures. Described in the PACT 20…☆27Updated last year
- ☆28Updated 2 years ago
- Heterogenous ML accelerator☆19Updated 3 months ago
- A Cycle-level simulator for M2NDP☆30Updated 2 weeks ago
- dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators☆47Updated 3 years ago
- ☆25Updated last year
- CasHMC: A Cycle-accurate Simulator for Hybrid Memory Cube☆22Updated 7 years ago
- ☆11Updated 3 years ago
- Domain-Specific Architecture Generator 2☆21Updated 2 years ago
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆83Updated 2 years ago
- A Full-System Framework for Simulating NDP devices from Caches to DRAM☆17Updated last year
- PIMeval simulator and PIMbench suite☆33Updated 3 weeks ago
- HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs☆36Updated 8 months ago
- agile hardware-software co-design☆50Updated 3 years ago
- ☆25Updated last year
- A reference implementation of the Mind Mappings Framework.☆30Updated 3 years ago
- EQueue Dialect☆40Updated 3 years ago
- A graph linear algebra overlay☆51Updated 2 years ago
- ☆13Updated last year
- Artifact for paper "PIM is All You Need: A CXL-Enabled GPU-Free System for LLM Inference", ASPLOS 2025☆85Updated 3 months ago
- A simulation framework for modeling efficiency of Graph Neural Network Dataflows☆22Updated 6 months ago
- ☆31Updated 9 months ago
- SparseP is the first open-source Sparse Matrix Vector Multiplication (SpMV) software package for real-world Processing-In-Memory (PIM) ar…☆76Updated 3 years ago