Mlearning.ai

JANUARY 28, 2023

Scikit-Learn: Scikit-Learn is a machine learning library that makes it easy to train and deploy machine learning models. It has a wide range of features, including data preprocessing, feature extraction, deep learning training, and model evaluation. How Do I Use These Libraries?

Data Science 52

Data Science Machine Learning ML Python 52

Marktechpost

JUNE 19, 2023

Due to its many benefits over server-based methods, such as lower latency, increased privacy, and greater scalability, on-device model inference acceleration has recently attracted much interest. FlashAttention, on the other hand, is a precise attention algorithm that considers hardware configurations to achieve better performance.

Inference Engine 88

Inference Engine AI Tools ML AI 88

Mlearning.ai

MAY 16, 2023

. * @return the predicted class */ std::string Inference(cv::Mat& src, AAssetManager* mgr); #endif //IMAGECLASSIFICATION_INFERENCE_H /** * inference.cpp */ #include <algorithm> #include <vector> #include <string> #include <opencv2/imgproc.hpp> #include "net.h" f, 0.4822f*255.f, 2] Android.

Neural Network 98

Neural Network Convolutional Neural Networks Inference Engine Deep Learning 98

Towards AI

JULY 19, 2023

Credits A critical component for these robots is to identify different objects and take actions accordingly and this is where Deep Learning and Machine Vision enters the space!!! On an Nvidia V-100 GPU, the detector runs at 15 fps on average.

Robotics 40

Robotics Computer Vision Deep Learning Inference Engine 40

AWS Machine Learning Blog

MAY 8, 2023

TensorRT is an SDK developed by NVIDIA that provides a high-performance deep learning inference library. It’s optimized for NVIDIA GPUs and provides a way to accelerate deep learning inference in production environments. Triton Inference Server supports ONNX as a model format.

ML 88

ML BERT Deep Learning Auto-complete 88

AWS Machine Learning Blog

APRIL 3, 2023

The accomplishments of deep learning are essentially just a type of curve fitting, whereas causality could be used to uncover interactions between the systems of the world under various constraints without testing hypotheses directly. The causal inference engine is deployed with Amazon SageMaker Asynchronous Inference.

Inference Engine 86

Inference Engine Machine Learning Algorithm Data Scientist 86

Google Research AI blog

JUNE 15, 2023

We address this challenge in our work titled “ Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations ” (to be presented at the CVPR 2023 workshop for Efficient Deep Learning for Computer Vision ) focusing on the optimized execution of a foundational LDM model on a mobile GPU.

Inference Engine 92

Inference Engine ML Software Engineer Algorithm 92