Essays about: "vectorization"

Showing result 1 - 5 of 16 essays containing the word vectorization.

  1. 1. High-definition map creation and update for autonomous driving

    University essay from KTH/Geoinformatik

    Author : Wanru Xia; [2021]
    Keywords : HD map; mobile LiDAR; point cloud; road edge; road surface; road marking;

    Abstract : Autonomous driving technology is now evolving at an unprecedented speed. HD maps, which are embedded with highly precise and detailed road spatial and object information, play an important role in supporting autonomous vehicles. READ MORE

  2. 2. Sentiment analysis of movie reviews in Chinese

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Jun Zhang; [2020]
    Keywords : sentiment analysis; classification strategies; feature selection; machine learning; embedding; deep learning;

    Abstract : Sentiment analysis aims at figuring out the opinions of the users towards a certain service or product. In this research, the aim is at classifying the sentiments of users based on the comments they have posed on Douban movie website. READ MORE

  3. 3. Performance optimization ofthe online data processing softwareof a high-energy physics experiment : Performance optimization ofthe online data processing softwareof a high-energy physics experiment

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Péter Kardos; [2020]
    Keywords : ;

    Abstract : The LHCb experiment probes the differences between matter and anti-matter by examining particle collisions. Like any modern high energy physics experiment, LHCbrelies on a complex hardware and software infrastructure to collect and analyze the data generated from particle collisions. READ MORE

  4. 4. Idiom-driven innermost loop vectorization in the presence of cross-iteration data dependencies in the HotSpot C2 compiler

    University essay from Linköpings universitet/Programvara och system

    Author : William Sjöblom; [2020]
    Keywords : compiler; vectorization; SIMD; Java; HotSpot; code optimization; reductions; prefix sums; parallel programming; data-level parallelism;

    Abstract : This thesis presents a technique for automatic vectorization of innermost single statement loops with a cross-iteration data dependence by analyzing data-flow to recognize frequently recurring program idioms. Recognition is carried out by matching the circular SSA data-flow found around the loop body’s φ-function against several primitive patterns, forming a tree representation of the relevant data-flow that is then pruned down to a single parameterized node, providing a high-level specification of the data-flow idiom at hand used to guide algorithmic replacement applied to the intermediate representation. READ MORE

  5. 5. Employing a Transformer Language Model for Information Retrieval and Document Classification : Using OpenAI's generative pre-trained transformer, GPT-2

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Anton Bjöörn; [2020]
    Keywords : Deep Learning; Transformer Models; Information Retrieval; Ranking; Generative Pre-training; Document Classification; djupinlärning; transformermodeller; informationssökning; ranking; generativ förträning; dokumentklassificering;

    Abstract : As the information flow on the Internet keeps growing it becomes increasingly easy to miss important news which does not have a mass appeal. Combating this problem calls for increasingly sophisticated information retrieval methods. READ MORE