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).
☆23Updated 4 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☆55Updated 3 years ago
- STONNE Simulator integrated into SST Simulator☆19Updated last year
- A PIM instrumentation, compilation, execution, simulation, and evaluation repository for BLIMP-style architectures.☆18Updated 3 years ago
- GNNear: Accelerating Full-Batch Training of Graph NeuralNetworks with Near-Memory Processing☆13Updated 2 years ago
- ☆11Updated 3 years ago
- The simulator for SPADA, an SpGEMM accelerator with adaptive dataflow☆37Updated 2 years ago
- A Cycle-level simulator for M2NDP☆27Updated last month
- Heterogenous ML accelerator☆18Updated 3 weeks ago
- ☆25Updated 3 years ago
- PyGim is the first runtime framework to efficiently execute Graph Neural Networks (GNNs) on real Processing-in-Memory systems. It provide…☆24Updated last month
- ☆25Updated last year
- Public repostory for the DAC 2021 paper "Scaling up HBM Efficiency of Top-K SpMV forApproximate Embedding Similarity on FPGAs"☆14Updated 3 years ago
- ordspecsim: The Swarm architecture simulator☆24Updated 2 years ago
- agile hardware-software co-design☆47Updated 3 years ago
- Examples of DPU programs using the UPMEM DPU SDK☆44Updated 4 months ago
- dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators☆45Updated 3 years ago
- ☆16Updated 2 years ago
- Artifact for paper "PIM is All You Need: A CXL-Enabled GPU-Free System for LLM Inference", ASPLOS 2025☆63Updated last month
- ☆66Updated 4 years ago
- Domain-Specific Architecture Generator 2☆21Updated 2 years ago
- NeuraChip Accelerator Simulator☆12Updated last year
- ☆31Updated 3 years ago
- Processing-in Memory Architecture for Multiply-Accumulate Operations with Hybrid Memory Cube☆12Updated 8 years ago
- A reference implementation of the Mind Mappings Framework.☆29Updated 3 years ago
- [ASPLOS 2019] PUMA-simulator provides a detailed simulation model of a dataflow architecture built with NVM (non-volatile memory), and ru…☆64Updated 2 years ago
- ArchExplorer: Microarchitecture Exploration Via Bottleneck Analysis☆31Updated last year
- SimplePIM is the first high-level programming framework for real-world processing-in-memory (PIM) architectures. Described in the PACT 20…☆26Updated last year
- A simulator for SK hynix AiM PIM architecture based on Ramulator 2.0☆17Updated 4 months ago
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆31Updated last year
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆79Updated last year