MooreThreads / SimuMaxLinks
a static analytical model for LLM distributed training
☆114Updated 3 weeks ago
Alternatives and similar repositories for SimuMax
Users that are interested in SimuMax are comparing it to the libraries listed below
Sorting:
- LLM Inference analyzer for different hardware platforms☆99Updated last month
- ☆223Updated 3 months ago
- ☆93Updated 9 months ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆121Updated 3 years ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆91Updated 3 years ago
- TileFlow is a performance analysis tool based on Timeloop for fusion dataflows☆66Updated last year
- DeepSeek-V3/R1 inference performance simulator☆177Updated 10 months ago
- ☆64Updated 7 months ago
- TACOS: [T]opology-[A]ware [Co]llective Algorithm [S]ynthesizer for Distributed Machine Learning☆31Updated 7 months ago
- Dissecting NVIDIA GPU Architecture☆116Updated 3 years ago
- ☆166Updated last year
- LLM serving cluster simulator☆134Updated last year
- ☆111Updated last year
- GVProf: A Value Profiler for GPU-based Clusters☆52Updated last year
- ☆143Updated last month
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆56Updated last year
- A lightweight design for computation-communication overlap.☆213Updated last week
- ☆164Updated last year
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆56Updated 2 years ago
- libsmctrl论文的复现，添加了python端接口，可以在python端灵活调用接口来分配计算资源☆12Updated last year
- HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs☆39Updated last year
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆35Updated last year
- Performance Prediction Toolkit for GPUs☆39Updated 3 years ago
- The wafer-native AI accelerator simulation platform and inference engine.☆49Updated last month
- LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale☆177Updated 6 months ago
- WaferLLM: Large Language Model Inference at Wafer Scale☆84Updated 3 weeks ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆40Updated 10 months ago
- Repo for SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting (ISCA25)☆70Updated 9 months ago
- OSDI 2023 Welder, deeplearning compiler☆31Updated 2 years ago
- NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing☆109Updated last year