PyTorch learning --- 1 Data sorting

PyTorch installation To learn PyTorch, you need to install it first. The installation of PyTorch is relatively simple. If you won't, you can go directly to its official website, I'm the way to the official website , click and pull down to see the following picture: Most people will install the following version according to the type of machin ...

Posted by Ulujain on Sat, 16 Apr 2022 00:17:10 +0300

On single pass algorithm

On single pass algorithm Official account: ChallengeHub Single pass algorithm, also known as single channel method or single pass method, is a classical method of streaming data clustering. For the data streams arriving in turn, the method processes one data at a time according to the input order. According to the matching degree between the ...

Posted by river001 on Thu, 14 Apr 2022 16:28:04 +0300

Implementation of tensorrt API in softmax layer

I only recorded it after solving the problem. I'm in a better mood now, but before, yesterday, it was really unreasonable and I didn't have a temper at all. It is originally a softmax. It is very simple. It is to add and sum according to the index of formula e. there is an official api implementation, such as the example I'm looking for, // Ad ...

Posted by 10legit10quit on Mon, 11 Apr 2022 04:49:49 +0300

Baidu PaddlePaddle deep learning daily attendance card 7 day 2 Summary

Baidu PaddlePaddle deep learning daily attendance card 7 day 2 Summary Course link https://aistudio.baidu.com/aistudio/course/introduce/7073 Flying oar official website https://www.paddlepaddle.org.cn/ Course case collection https://aistudio.baidu.com/aistudio/projectdetail/1505799?channelType=0&channel=0 catalogue Course introductiona ...

Posted by ayzee01 on Mon, 11 Apr 2022 03:14:54 +0300

yolov5 train your own dataset

1, Statement This article is only used as a record of the learning process and personal notes. All the contents in the article are excerpts and reference links are attached (2 messages) yolov5 training its own data set (detailed full version)_ diyu Diyu's blog - CSDN blog_ Yolov5 train your own dataset The boss clearly introduced the trainin ...

Posted by mchaggis on Fri, 08 Apr 2022 14:39:25 +0300

Scheduling curves of 12 learning rate schedulers +OneCycleLR built in paddlepaddle 23 paddle

At present, based on this base class, 12 strategies have been implemented in the pad, namely: cosineanealingdelay, exponentialdelay, inversetimedecay, lambdadecay, linearwarmup, multistepdelay, naturalexpecay, noamdecay, piecewisedelay, polynomialdecay, reduceonplateau, stepdelay. In addition, bloggers sorted out OneCycleLR according to the onl ...

Posted by rjlowe on Fri, 08 Apr 2022 14:36:20 +0300

Use your own data set to train the use of C3D and tensorboard

Modify C3D As soon as I ran, I was excited to send a document. I can only run. The recognition accuracy has not been studied. It's basically modification mypath.py dataset.py train.py inference.py ucf_labels.txt these files ucf_labels.txt First of all, I modified it based on ucf101, so I modified ucf_labels.txt the label in this file has bee ...

Posted by phpnewbie1979 on Fri, 08 Apr 2022 12:14:51 +0300

Study notes of AlexNet, VGG and GoogleNet

1. Foundation work for deep learning: AlexNet AlexNet won the ILSVRC 2012 (ImageNet Large Scale Visual Recognition Challenge) competition in 2012, with top1 error: 36.7% and top5 error:15.4% SIFT+FVS, the second traditional machine learning method at that time, top 5 error: 26.2%, and traditional machine learning has been difficult to conti ...

Posted by daedalus__ on Fri, 08 Apr 2022 10:34:26 +0300

Cluster deep learning training practice notes -- high performance distributed multi task data reading

Cluster deep learning training practice notes -- high performance distributed multi task data reading FesianXu 20220406 at Baidu Search Team preface In [1,2], the author previously introduced some data reading experience in distributed training in large-scale clusters. This paper will continue the previous content and continue to s ...

Posted by PHPeter on Thu, 07 Apr 2022 16:26:28 +0300

WSL2-Ubuntu20.04 configure deep learning environment (CUDA, CUDNN, pytoch)

WSL2-Ubuntu20.04 configure deep learning environment (CUDA, CUDNN, pytoch) 1, Foreword Now there are different opinions on the online tutorials, which are not particularly complete. This post aims to record the pits encountered in installing wsl2. 2, Install WSL2 WSL2 is essentially different from WSL1. Due to the replacement of the whole a ...

Posted by billy2shoe on Wed, 06 Apr 2022 08:44:10 +0300