microsoft / DirectMLLinks
DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm.
☆2,460Updated last month
Alternatives and similar repositories for DirectML
Users that are interested in DirectML are comparing it to the libraries listed below
Sorting:
- Fork of TensorFlow accelerated by DirectML☆467Updated 8 months ago
- A Python package for extending the official PyTorch that can easily obtain performance on Intel platform☆1,857Updated this week
- DirectML PluggableDevice plugin for TensorFlow 2☆192Updated 3 months ago
- Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.☆1,939Updated last week
- AMD ROCm™ Software - GitHub Home☆5,301Updated this week
- 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
- Generative AI extensions for onnxruntime☆722Updated this week
- ONNXMLTools enables conversion of models to ONNX☆1,086Updated this week
- Intel® NPU Acceleration Library☆677Updated last month
- Transformer related optimization, including BERT, GPT☆6,173Updated last year
- OpenVINO™ is an open source toolkit for optimizing and deploying AI inference☆8,348Updated this week
- Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX☆2,426Updated 3 months ago
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,197Updated this week
- An Open Source Machine Learning Framework for Everyone☆1,143Updated 8 months ago
- General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). …☆2,220Updated this week
- Examples for using ONNX Runtime for model training.☆338Updated 7 months ago
- 🤗 Optimum Intel: Accelerate inference with Intel optimization tools☆466Updated this week
- Intel® Extension for TensorFlow*☆337Updated 2 months ago
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆2,916Updated this week
- AMD's Machine Intelligence Library☆1,148Updated this week
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,762Updated this week
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,640Updated 2 months ago
- Run Generative AI models with simple C++/Python API and using OpenVINO Runtime☆277Updated this week
- ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator☆16,742Updated this week
- ☆523Updated last week
- Ongoing research training transformer models at scale☆12,428Updated last week
- OpenCL SDK☆653Updated 3 weeks ago
- Build and run containers leveraging NVIDIA GPUs☆3,265Updated this week
- ONNX.js: run ONNX models using JavaScript☆1,796Updated 3 years ago
- oneAPI Deep Neural Network Library (oneDNN)☆3,796Updated this week