intel / intel-extension-for-pytorchLinks
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
☆1,921Updated last week
Alternatives and similar repositories for intel-extension-for-pytorch
Users that are interested in intel-extension-for-pytorch are comparing it to the libraries listed below
Sorting:
- SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX R…☆2,465Updated this week
- 🤗 Optimum Intel: Accelerate inference with Intel optimization tools☆481Updated this week
- Intel® NPU Acceleration Library☆682Updated 3 months ago
- Intel® Extension for TensorFlow*☆342Updated 4 months ago
- Intel® AI Reference Models: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors and Inte…☆717Updated this week
- ⚠️DirectML is in maintenance mode ⚠️ DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. Direct…☆2,499Updated this week
- Run Generative AI models with simple C++/Python API and using OpenVINO Runtime☆316Updated this week
- Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.☆2,036Updated this week
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,170Updated 10 months ago
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆969Updated last week
- Reference implementations of MLPerf™ inference benchmarks☆1,432Updated this week
- Neural Network Compression Framework for enhanced OpenVINO™ inference☆1,070Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Bla…☆2,602Updated this week
- DLPrimitives/OpenCL out of tree backend for pytorch☆362Updated 11 months ago
- cudnn_frontend provides a c++ wrapper for the cudnn backend API and samples on how to use it☆598Updated 3 weeks ago
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,824Updated this week
- Generative AI extensions for onnxruntime☆783Updated this week
- ONNX Optimizer☆737Updated last week
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,603Updated this week
- A scalable inference server for models optimized with OpenVINO™☆746Updated this week
- Tools for easier OpenVINO development/debugging☆9Updated 3 weeks ago
- Benchmark Suite for Deep Learning☆272Updated 5 months ago
- PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.☆814Updated last week
- AMD Ryzen™ AI Software includes the tools and runtime libraries for optimizing and deploying AI inference on AMD Ryzen™ AI powered PCs.☆583Updated 2 weeks ago
- A unified library of state-of-the-art model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. …☆1,093Updated this week
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆845Updated this week
- ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.☆369Updated this week
- Examples for using ONNX Runtime for model training.☆339Updated 9 months ago
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,056Updated last year
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,577Updated last year