intel / intel-extension-for-pytorchLinks
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
☆1,866Updated this 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:
- 🤗 Optimum Intel: Accelerate inference with Intel optimization tools☆467Updated this week
- Intel® Extension for TensorFlow*☆337Updated 2 months ago
- SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX R…☆2,419Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Bla…☆2,450Updated this week
- Run Generative AI models with simple C++/Python API and using OpenVINO Runtime☆282Updated 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 7 months ago
- Intel® AI Reference Models: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors and Inte…☆717Updated this week
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,552Updated this week
- Intel® NPU Acceleration Library☆677Updated last month
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,207Updated this week
- Transformer related optimization, including BERT, GPT☆6,179Updated last year
- Neural Network Compression Framework for enhanced OpenVINO™ inference☆1,035Updated this week
- oneAPI Deep Neural Network Library (oneDNN)☆3,800Updated this week
- cudnn_frontend provides a c++ wrapper for the cudnn backend API and samples on how to use it☆568Updated last week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆868Updated this week
- A scalable inference server for models optimized with OpenVINO™☆735Updated this week
- Generative AI extensions for onnxruntime☆728Updated this week
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,768Updated this week
- Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.☆1,944Updated this week
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆2,929Updated last week
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆945Updated this week
- common in-memory tensor structure☆1,002Updated 3 weeks ago
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,046Updated last year
- DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for comm…☆2,464Updated last month
- OpenAI Triton backend for Intel® GPUs☆187Updated this week
- FlashInfer: Kernel Library for LLM Serving☆3,088Updated this week
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,645Updated 2 months ago
- nvidia-modelopt is a unified library of state-of-the-art model optimization techniques like quantization, pruning, distillation, speculat…☆956Updated 2 weeks ago
- ☆427Updated this week
- ☆525Updated 2 weeks ago