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 10 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:
- 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
- STONNE Simulator integrated into SST Simulator☆21Updated last year
- A Cycle-level simulator for M2NDP☆32Updated 3 months ago
- ☆67Updated 4 years ago
- The simulator for SPADA, an SpGEMM accelerator with adaptive dataflow☆42Updated 2 years ago
- Heterogenous ML accelerator☆19Updated 6 months ago
- A reference implementation of the Mind Mappings Framework.☆30Updated 3 years ago
- ☆28Updated 2 years ago
- ☆11Updated last year
- ☆25Updated last year
- ☆26Updated 2 years ago
- GNNear: Accelerating Full-Batch Training of Graph NeuralNetworks with Near-Memory Processing☆13Updated 3 years ago
- ☆11Updated 3 years ago
- ☆29Updated 4 years ago
- dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators☆47Updated 3 years ago
- SimplePIM is the first high-level programming framework for real-world processing-in-memory (PIM) architectures. Described in the PACT 20…☆31Updated 2 years ago
- agile hardware-software co-design☆52Updated 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…☆58Updated 6 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
- 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
- ☆14Updated last year
- HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs☆37Updated 11 months ago
- ☆17Updated 3 years ago
- CasHMC: A Cycle-accurate Simulator for Hybrid Memory Cube☆23Updated 7 years ago
- Artifact for paper "PIM is All You Need: A CXL-Enabled GPU-Free System for LLM Inference", ASPLOS 2025☆102Updated 6 months ago
- Artifact material for [HPCA 2025] #2108 "UniNDP: A Unified Compilation and Simulation Tool for Near DRAM Processing Architectures"☆47Updated 2 months ago
- Artifact evaluation of PLDI'24 paper "Allo: A Programming Model for Composable Accelerator Design"☆30Updated last year
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆33Updated last year
- FRAME: Fast Roofline Analytical Modeling and Estimation☆39Updated 2 years ago