Marktechpost

OCTOBER 19, 2024

Inaccurate predictions in these cases can have real-world consequences, such as in engineering designs or scientific simulations where precision is critical. HNNs are particularly effective for systems where energy conservation holds but struggle with systems that violate this principle. If you like our work, you will love our newsletter.

Deep Learning 103

Deep Learning Neural Network Robotics Inference Engine 103

Unite.AI

JUNE 21, 2024

The Rise of CUDA-Accelerated AI Frameworks GPU-accelerated deep learning has been fueled by the development of popular AI frameworks that leverage CUDA for efficient computation. NVIDIA TensorRT , a high-performance deep learning inference optimizer and runtime, plays a vital role in accelerating LLM inference on CUDA-enabled GPUs.

Deep Learning 130

Deep Learning Neural Network Convolutional Neural Networks Large Language Models 130

Marktechpost

AUGUST 2, 2024

AI processes large datasets to identify patterns and build adaptive models, particularly in deep learning for medical image analysis, such as X-rays and MRIs. ML algorithms learn from data to improve over time, while DL uses neural networks to handle large, complex datasets.

Artificial Intelligence 120

Artificial Intelligence Artificial Intelligence Robotics Deep Learning 120

Marktechpost

OCTOBER 17, 2024

In particular, the release targets bottlenecks experienced in transformer models and LLMs (Large Language Models), the ongoing need for GPU optimizations, and the efficiency of training and inference for both research and production settings. The new PyTorch release brings exciting new features to its widely adopted deep learning framework.

Machine Learning 120

Machine Learning Neural Network Data Scientist Inference Engine 120

Marktechpost

OCTOBER 14, 2024

raising widespread concerns about privacy threats of Deep Neural Networks (DNNs). raising widespread concerns about privacy threats of Deep Neural Networks (DNNs). If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Categorization 103

Categorization Neural Network Inference Engine Deep Learning 103

Mlearning.ai

MAY 16, 2023

Deployment of deep neural network on mobile phone. (a) Introduction As more and more deep neural networks, like CNNs, Transformers, and Large Language Models (LLMs), generative models, etc., to boost the usages of the deep neural networks in our lives. Hope these series of posts help.

Neural Network 98

Neural Network Convolutional Neural Networks Deep Learning Inference Engine 98

Marktechpost

OCTOBER 16, 2024

Deep learning-based prediction is critical for optimizing output, anticipating weather fluctuations, and improving solar system efficiency, allowing for more intelligent energy network management. More sophisticated machine learning approaches, such as artificial neural networks (ANNs), may detect complex relationships in data.

Machine Learning 64

Machine Learning Neural Network Deep Learning Inference Engine 64