aws-samples / parallelize-ml-inferenceLinks
Sample code for parallelizing across multiple CPU/GPUs on a single machine to speed up deep learning inference
☆33Updated 5 years ago
Alternatives and similar repositories for parallelize-ml-inference
Users that are interested in parallelize-ml-inference are comparing it to the libraries listed below
Sorting:
- Plugin for deploying MLflow models to TorchServe☆110Updated 2 years ago
- HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision☆198Updated 2 years ago
- Management Dashboard for Torchserve☆125Updated 3 years ago
- Article about deploying machine learning models using grpc, pytorch and asyncio☆30Updated 3 years ago
- This project presents a simple framework to retrieve images similar to a query image.☆29Updated 4 years ago
- Examples showing use of NGC containers and models withing Amazon SageMaker☆17Updated 3 years ago
- ☆32Updated 3 years ago
- This repository shows how to train an object detection algorithm with Detectron2 on Amazon SageMaker☆29Updated 4 years ago
- ☆57Updated 3 years ago
- Light Face Detection using PyTorch Lightning☆83Updated 2 years ago
- Open Source Annotation Tools for Computer Vision and NLP tasks☆57Updated 4 years ago
- ☆17Updated 3 years ago
- Aloception is a set of package for computer vision: aloscene, alodataset, alonet.☆93Updated 8 months ago
- Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products☆97Updated 2 years ago
- Deploy DL/ ML inference pipelines with minimal extra code.☆102Updated last year
- TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.☆88Updated 4 years ago
- ☆14Updated 3 years ago
- Application for searching images from natural language queries☆46Updated 4 years ago
- Simple and easy stable diffusion inference with LightningModule on GPU, CPU and MPS (Possibly all devices supported by Lightning).☆17Updated 2 years ago
- Comparing PyTorch, JIT and ONNX for inference with Transformers☆20Updated 4 years ago
- Examples using 🤗 Hub to share and reload machine learning models☆32Updated 3 years ago
- Metaflow tutorials for ODSC West 2021☆65Updated 4 years ago
- Computer vision container that includes Jupyter notebooks with built-in code hinting, Anaconda, CUDA 11.8, TensorRT inference accelerator…☆157Updated 2 years ago
- ☆44Updated 2 years ago
- ☆28Updated 2 years ago
- uses Lightly and Label Studio to performa a complete AL workflow from dataset scraping to usage☆38Updated 3 months ago
- High Performance Tensorflow Data Pipeline with State of Art Augmentations and low level optimizations.☆85Updated 3 years ago
- Python lib for remo - the app for annotations and images management in Computer Vision☆187Updated 5 years ago
- This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.☆173Updated 3 years ago
- This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.☆30Updated 3 years ago