AWS Machine Learning Blog

MAY 10, 2023

SageMaker provides multiple inference options so you can pick the option that best suits your workload. New generations of CPUs offer a significant performance improvement in ML inference due to specialized built-in instructions. At the same time, the latency of inference is also reduced. 4xlarge c6g.4xlarge 4xlarge c6i.4xlarge

Machine Learning 77

Machine Learning Software Development ML Deep Learning 77

PyImageSearch

FEBRUARY 20, 2023

We’ll keep the language simple and avoid using jargon, but if you need help understanding anything, please let us know , and we’ll do our best to help. Table of Contents Learning JAX in 2023: Part 1 — The Ultimate Guide to Accelerating Numerical Computation and Machine Learning ?? What Is JAX? autograd XLA ? ⬇️ Import JAX ?

Machine Learning 114

Machine Learning Deep Learning Computer Vision Neural Network 114

PyImageSearch

APRIL 24, 2023

Additionally, TorchDynamo is designed to mix Python execution with compiled backends to get the best of both worlds: usability and performance. introduces the following new technologies: TorchDynamo TorchInductor AOT Autograd PrimTorch These technologies make the PyTorch 2.0 code run faster (with less memory) by JIT-compiling the PyTorch 2.0

Neural Network 103

Neural Network Computer Vision Deep Learning Python 103

AWS Machine Learning Blog

JUNE 9, 2023

ONNX Runtime ONNX Runtime is a runtime engine for ML inference designed to optimize the performance of models across multiple hardware platforms, including CPUs and GPUs. Based on the configuration, the ONNX runtime is invoked and the request is processed on CPU or GPU as predefined in the model configuration provided by the user.

ML 88

ML Computer Vision NLP Deep Learning 88

Mlearning.ai

JUNE 5, 2023

Whatever your goal is, there is a tool for you. In this blog, I will introduce you to some of the most popular and powerful computer vision tools that you can use to unleash your creativity and have fun. Let’s get started! Note : This blog is more biased towards python as it is the language most developers use to get started in computer vision.

Computer Vision 52

Computer Vision Deep Learning Python Neural Network 52

AWS Machine Learning Blog

FEBRUARY 8, 2023

Amazon SageMaker makes it easy to deploy ML models for inference at the best price-performance for any use case. Our customers are employing ML in every aspect of their business, including the products and services they build, and for drawing insights about their customers.

Machine Learning 76

Machine Learning Auto-complete ML Natural Language Processing 76

The MLOps Blog

MARCH 23, 2023

NLP models in commercial applications such as text generation systems have experienced great interest among the user. These models have achieved various groundbreaking results in many NLP tasks like question-answering, summarization, language translation, classification, paraphrasing, et cetera. So is there a way to keep these expenses in check?

NLP 115

NLP LLM Large Language Models Natural Language Processing 115