Reference implementations of MLPerf® inference benchmarks
☆1,567May 14, 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☆1,759May 12, 2026Updated 2 weeks ago
- Issues related to MLPerf® Inference policies, including rules and suggested changes☆64Mar 27, 2026Updated last month
- Open Machine Learning Compiler Framework☆13,387Updated this week
- MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.☆159Nov 26, 2025Updated 6 months ago
- Benchmarking Deep Learning operations on different hardware☆1,105Apr 25, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Development repository for the Triton language and compiler☆19,246Updated this week
- NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source compone…☆13,000Apr 13, 2026Updated last month
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,001Sep 19, 2024Updated last year
- This repository contains the results and code for the MLPerf™ Inference v1.0 benchmark.☆32Jul 24, 2025Updated 10 months ago
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,772Updated this week
- Transformer related optimization, including BERT, GPT☆6,414Mar 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)☆3,990May 19, 2026Updated last week
- Compiler for Neural Network hardware accelerators☆3,329May 11, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • 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…☆3,350Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,687Updated this week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆1,022Updated 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
- Optimized primitives for collective multi-GPU communication☆4,729May 19, 2026Updated last week
- FlashInfer: Kernel Library for LLM Serving☆5,666Updated this week
- NCCL Tests☆1,529Updated this week
- This repository contains the results and code for the MLPerf™ Inference v0.5 benchmark.☆55Jul 24, 2025Updated 10 months ago
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,763May 19, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,624Updated this week
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,815May 18, 2026Updated last week
- SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, …☆2,643Updated this week
- Ongoing research training transformer models at scale☆16,427Updated this week
- MLPerf® Storage Benchmark Suite☆180May 13, 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…☆13,730Updated this week
- Open Neural Network Compiler☆531Aug 22, 2023Updated 2 years ago
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆1,036Updated this week
- MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers☆461May 12, 2026Updated 2 weeks ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enter…☆14,813Aug 12, 2024Updated last year
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,752Oct 19, 2024Updated last year
- MLPerf™ logging library☆42Updated this week
- 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
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,566Updated this week
- Issues related to MLPerf™ training policies, including rules and suggested changes☆95May 14, 2026Updated last week
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,077Apr 17, 2024Updated 2 years ago