Reference implementations of MLPerf® inference benchmarks
☆1,551Apr 6, 2026Updated last week
Alternatives and similar repositories for inference
Users that are interested in inference are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reference implementations of MLPerf® training benchmarks☆1,755Updated this week
- Issues related to MLPerf® Inference policies, including rules and suggested changes☆64Mar 27, 2026Updated 2 weeks ago
- Open Machine Learning Compiler Framework☆13,268Updated this week
- MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.☆159Nov 26, 2025Updated 4 months ago
- Benchmarking Deep Learning operations on different hardware☆1,103Apr 25, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Development repository for the Triton language and compiler☆18,902Updated this week
- NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source compone…☆12,877Mar 25, 2026Updated 2 weeks ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆999Sep 19, 2024Updated last year
- This repository contains the results and code for the MLPerf™ Inference v1.0 benchmark.☆33Jul 24, 2025Updated 8 months ago
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,564Updated this week
- Transformer related optimization, including BERT, GPT☆6,412Mar 27, 2024Updated 2 years ago
- To make it easy to benchmark AI accelerators☆193Dec 27, 2022Updated 3 years ago
- oneAPI Deep Neural Network Library (oneDNN)☆3,980Updated this week
- Compiler for Neural Network hardware accelerators☆3,328May 11, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,269Updated this week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆999Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,533Updated this week
- This repository is outdated! Join the open MLPerf workgroup to participate in the development of the next generation of automation workfl…☆32Sep 23, 2022Updated 3 years ago
- FlashInfer: Kernel Library for LLM Serving☆5,372Updated this week
- NCCL Tests☆1,485Mar 11, 2026Updated last month
- Optimized primitives for collective multi-GPU communication☆4,600Updated this week
- This repository contains the results and code for the MLPerf™ Inference v0.5 benchmark.☆55Jul 24, 2025Updated 8 months ago
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,592Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,781Apr 7, 2026Updated last week
- SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, …☆2,612Updated this week
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,694Apr 8, 2026Updated last week
- Ongoing research training transformer models at scale☆15,985Updated this week
- MLPerf® Storage Benchmark Suite☆176Apr 7, 2026Updated last week
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆13,354Updated this week
- Open Neural Network Compiler☆528Aug 22, 2023Updated 2 years ago
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆1,024Updated this week
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆453Apr 6, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,734Oct 19, 2024Updated last year
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enter…☆14,779Aug 12, 2024Updated last year
- MLPerf™ logging library☆41Apr 6, 2026Updated last week
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,552Updated this week
- Issues related to MLPerf™ training policies, including rules and suggested changes☆96Mar 31, 2026Updated 2 weeks ago
- Legacy CM repository with a collection of portable, reusable and cross-platform CM automations for MLOps and MLPerf to simplify the proce…☆19Mar 13, 2025Updated last year
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,078Apr 17, 2024Updated last year