Essays about: "Heterogeneous Processing Device"

Found 2 essays containing the words Heterogeneous Processing Device.

1. 1. Efficiency of CNN on Heterogeneous Processing Devices

   University essay from Linköpings universitet/Programvara och system

   Author : Josefin Ringenson; [2019]
   Keywords : CNN; Accelerator; Convolution; Heterogeneous Processing Device; AI Engine; FPGA; Hardware Architecture; Automotive Security; Computer Vision; Layer Fusion;

   Abstract : In the development of advanced driver assistance systems, computer vision problemsneed to be optimized to run efficiently on embedded platforms. Convolutional neural network(CNN) accelerators have proven to be very efficient for embedded camera platforms,such as the ones used for automotive vision systems. READ MORE

3. 2. An Evaluation of TensorFlow as a Programming Framework for HPC Applications

   University essay from KTH/Beräkningsvetenskap och beräkningsteknik (CST); KTH/Parallelldatorcentrum, PDC

   Author : Wei Der Chien; [2018]
   Keywords : HPC; GPU; TensorFlow;

   Abstract : In recent years, deep-learning, a branch of machine learning gained increasing popularity due to their extensive applications and performance. At the core of these application is dense matrix-matrix multiplication. Graphics Processing Units (GPUs) are commonly used in the training process due to their massively parallel computation capabilities. READ MORE