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aitemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation and deep learning.

batchai

Repo for publishing code Samples and CLI samples for BatchAI service

benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

ciencia-da-computacao

🎓 Um caminho para a educação autodidata em Ciência da Computação!

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dlfs

Deep Learning compiled (on a Docker image) From Scratch for easy debug

doh_servers

DNS over HTTPS server list

executorch

End-to-end solution for enabling on-device AI across mobile and edge devices for PyTorch models

float8_experimental

This repository contains the experimental PyTorch native float8 training UX

ggml

Tensor library for machine learning

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

homelab-utility-belt

A set of utilities to help managing a homelab

huggingface_optimum

🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

olive

Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation.

onnx

Open Neural Network Exchange

onnx-algorithms

ONNX graph transform algorithms with immutability in mind

onnx-simplifier

Simplify your onnx model

onnxruntime

ONNX Runtime: cross-platform, high performance scoring engine for ML models

onnxruntime-genai

Generative AI extensions for onnxruntime

ort_training_examples

ONNX Runtime Training examples

python-synology

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch_compiler_tutorial

Codebase associated with the PyTorch compiler tutorial

pytorch_tutorials

PyTorch tutorials.

safetensors

Simple, safe way to store and distribute tensors

sdpython-experimental

Experimenting with ONNX, Pytorch and friends

sigs

Repository for ONNX SIG artifacts