Deep Learning Hardware: CPU and GPU Hands-on Deep Learning v2 - Code World

Deep Learning Hardware: CPU and GPU Hands-on Deep Learning v2

Enterprise 2022-04-20 05:39:51 views: null

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Origin blog.csdn.net/zgpeace/article/details/124240633

Deep Learning Hardware: CPU and GPU Hands-on Deep Learning v2

Deep neural network hardware GPU single machine multi-card parallel hands-on deep learning v2

Deep Learning Hardware: TPU, DSP, FPGA, AI ASIC, Systolic Array Hands-on Deep Learning v2

1. [Hands-on Deep Learning v2] Introduction to Deep Learning

hands-on deep learning v2 p1 introduction supervised learning vs unsupervised learning

Hands-on deep learning [2] - softmax regression

CNN deep convolutional neural network AlexNet hands-on deep learning v2 pytorch

Hands-on Deep Learning - Deep Learning Basics

Hands-on deep learning V2 - Li Mu (problems encountered in learning)

02|Li Mu hands-on learning deep learning v2 (notes)

MXNet hands-on deep learning notes: GPU accelerated computing

Network with parallel connections GoogLeNet / Inception V3 hands-on deep learning v2 pytorch

hands-on deep learning v2 p2 linear neural network linear regression

Multi-layer perceptron + code implementation - hands-on deep learning v2 pytorch

Network in the network NiN hands-on deep learning v2 pytorch

Hands-on deep learning v2 pytorch using block network VGG

Dropout drop method hands-on deep learning v2 pytorch

Weight decay Weight Decade hands-on deep learning v2 pytorch

Softmax regression + loss function + image classification dataset hands-on deep learning v2 pytorch

04 Data manipulation + data preprocessing [hands-on deep learning v2]

Padding and stride stride in convolutional layers hands-on deep learning v2 pytorch

Batch Normalization Batch Normalization Hands-on Deep Learning v2

Classic convolutional neural network LeNet hands-on deep learning v2 pytorch

CNN convolutional neural network pooling layer Pooling hands-on deep learning v2 pytorch

Actual Kaggle Competition: Dog Breed Recognition (ImageNet Dogs) Hands-on Deep Learning v2 pytorch

Data Augmentation Data Augmentation Hands-on Deep Learning v2

Actual Kaggle Competition: Image Classification (CIFAR-10) Hands-on Deep Learning v2

Object detection object detection object recognition and coco dataset hands-on deep learning v2 pytorch

3. [Hands-on deep learning v2] installation environment

[Hands-on Deep Learning v2 Li Mu] Study Notes 08: Discarding Method

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