Unite.AI

JULY 18, 2024

Graphic Processing Units (GPUs): Originally designed for graphics rendering, GPUs have become essential for AI computations due to their parallel processing capabilities. While GPUs are optimized for throughput and can process large amounts of data in parallel, they may only be energy-efficient for some AI workloads.

Neural Network 162

Neural Network AI Modeling AI AI 162

Unite.AI

JUNE 21, 2024

One such library is cuDNN (CUDA Deep Neural Network library), which provides highly tuned implementations of standard routines used in deep neural networks. The model is first parsed and optimized by TensorRT, which generates a highly optimized inference engine tailored for the specific model and hardware.

Deep Learning 130

Deep Learning Neural Network Convolutional Neural Networks Large Language Models 130

Marktechpost

OCTOBER 15, 2024

XAI, or Explainable AI, brings about a paradigm shift in neural networks that emphasizes the need to explain the decision-making processes of neural networks, which are well-known black boxes. Today, we talk about TDA, which aims to relate a model’s inference from a specific sample to its training data.

Explainable AI 57

Explainable AI Explainability Python Neural Network 57

Mlearning.ai

JULY 9, 2023

LLM from a CPU-Optimized (GGML) format: LLaMA.cpp is a C++ library that provides a high-performance inference engine for large language models (LLMs). It is based on the GGML (Graph Neural Network Machine Learning) library, which provides a fast and efficient way to represent and process graphs.

Large Language Models 52

Large Language Models LLM Python Auto-complete 52

Mlearning.ai

JUNE 2, 2023

NNAPI   — The Android Neural Networks API (NNAPI) is an Android C API designed for running computationally intensive operations for machine learning on mobile devices and enables hardware-accelerated inference operations on Android devices. In order to tackle this, the team at Modular developed a modular inference engine.

Inference Engine 52

Inference Engine Python Machine Learning Neural Network 52