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Transfer exisiting simple DNN Python code (Tensorflow) to the OneFlow framework

Hello!

I am doing some personal researches in artificial intelligence for fun and for learning. To do so I create (more or less) simple deep learning networks to find solutions for self-made problems. Often with computer generated data as input. I am using Tensorflow/Keras as my framework.

What I want is to transform my simple DL model of my current project code (flatten layers, categorical_crossentropy, relu, softmax) to use the OneFlow framework for improving the training speed for my project drastically.

Also it is very obvious that in my project the data processing is a bottleneck. The GPU has an utilization of just 30% while the CPU is not the limiting factor. My graphic card is a Geforce 2070. Letting the training process run on a Geforce 3090 the GPU utilization has just 17%. I think that here are also optimization options in preparing the input data, reducing overhead, how to optimal use the VRAM of a Geforce card and especially how to improve the processes between CPU and GPU regarding all options of CUDA and cudnn. May be that OneFlow automatical manage some of that steps by itsself. I don't know.

I want to use the [login to view URL] service for training so a multi GPU support is also required.

If you have any questions, don't hesitate to ask me!

Marc

Compétences : CUDA, Deep Learning, Tensorflow, Pytorch

Concernant le client :
( 184 commentaires ) London, United Kingdom

Nº du projet : #33799381

Décerné à:

lettolucher

Hi, Sir. I have read your project proposal carefully. I can do your project perfectly as I am an expert in Python Deep Learning Computer Vision using Pytorch, TensorFlow, OpenCV, Scikit and so on. You can check some of Plus

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0.6

10 freelances font une offre moyenne de 168 € pour ce travail

saubhagyamweb

* * * * * * * * * * * * * * * * * * * * * * Hello Marc, I’m a Professional and Expert Python Developer. I am interested in doing this job for you. I do have the necessary skill set & resources to complete this project Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% EUR en 7 jours
(2 Commentaires)
3.2
heavenfruits

Hi Marc, I read your project details. 30% GPU utilization is truely low. I guess there are problems in your data pipeline. Can you share the code? So I can help you to analysis and rewrite the codes using OneFlow fr Plus

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2.4
sodiqa32

hello I devour your demand that you’re viewing Transfer exisiting simple DNN Python code (Tensorflow) to the OneFlow framework I provide creative, proactive and high-tech solutions to your development needs. I have s Plus

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1.0
ayesha0124

Hello there, I have great experience with Deep Learning, Pytorch, Tensorflow and CUDA. I am sure i can help u as i have experience with doing similar jobs. You can have a look at my profile here: [login to view URL] Plus

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umairkaramat24

Hello, I read your project details and really interested in your mentioned job. I have 5+ years’ experience doing similar jobs related to these skills Tensorflow, Deep Learning, Pytorch and CUDA. I think its doable job Plus

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VirtualBrainInc

Hello, I have briefly read the description on; CUDA Tensorflow Pytorch Deep Learning project, and I can deliver as per the requirements however I need us to discuss for more clarity on the details, deadline and budget Plus

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AMRELITECH

Hi Marc, I'll surely transform the simple DL model to use the OneFlow framework. Is it possible to examine the code for the developed DL model project? You can see our past work here in my portfolio section: https:// Plus

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Devrits

Hi! I am professional Deep Learning programmer with skills including Deep Learning, CUDA, Pytorch and Tensorflow. I am Data Scientist, Deep Learning, Machine Learning, Flask, Docker expert In my practice I developed Plus

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gpapadok

Hi, I would love to assist you with your project. I am very experienced training DL models such as GANs and CNNs for classification and data generation. I also use [login to view URL] often. Your work sounds very interesting and Plus

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