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.NET tensorflow problem - LSTM example

$15-25 USD / hour

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$15-25 USD / hour

I am somewhat new to using Tensorflow and learn to use it from a C# application. I am trying to convert a simple LSTM Python example ([login to view URL]) that works very well on my machine in Python using the GPU. In my C# implementation, I have hard coded the input data to simplify the process. The data is identical in both the Python example and my code. However, when I try to build it in .NET (Visual Studio 2022), it crashes when the fit() method is encountered. First, the input_shape argument is not available in the LSTM constructor within .NET. So, the obvious thing to do would be to add an InputLayer instead. I have done this in the Python example code and it works fine. However, when I try to use the InputLayer in .NET, I get a completely different error than I am getting below. It seems like something rather screwy is going on that is not easily found in the documentation. I am absolutely baffled and have spent more time on this that virtually any other program error in my past. For the .NET application, I have the following 3 Nuget libraries currently added to the project... [login to view URL] (0.4.0) scisharp.tensorflow.redist-windows-gpu (2.7.0) [login to view URL] (0.70.1) I am including files containing the slightly changed python code (that runs fine) from the online example as well as my C# program code for debugging. Again, here is the link to the online example ([login to view URL]). Here is the error I get when the fit() method is encountered but I cannot get the InputLayer to work either. 2022-10-02 13:14:20.485908: I tensorflow/core/platform/[login to view URL]] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. 2022-10-02 13:14:20.892331: I tensorflow/core/common_runtime/gpu/[login to view URL]] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 9432 MB memory: -> device: 0, name: NVIDIA GeForce RTX 3080 Ti, pci bus id: 0000:0a:00.0, compute capability: 8.6 Unhandled exception. [login to view URL]: Sequence contains no elements at [login to view URL]() at Tensorflow.Keras.Engine.Sequential.track_nodes_created_by_last_call(ILayer layer, List`1 created_nodes) at Tensorflow.Keras.Engine.Sequential._build_graph_network_for_inferred_shape(Shape input_shape, TF_DataType input_dtype) at [login to view URL](Tensors inputs, Tensor state, Nullable`1 training) at [login to view URL](Tensors inputs, Tensor state, Boolean training) at Tensorflow.Keras.Engine.Model.train_step(Tensor x, Tensor y) at Tensorflow.Keras.Engine.Model.train_step_function(OwnedIterator iterator) at [login to view URL](Int32 epochs, Int32 verbose) at [login to view URL](NDArray x, NDArray y, Int32 batch_size, Int32 epochs, Int32 verbose, Single validation_split, Boolean shuffle, Int32 initial_epoch, Int32 max_queue_size, Int32 workers, Boolean use_multiprocessing) at [login to view URL](String[] args) in C:\Users\num1\source\repos\LSTM_Test\LSTM_Test\[login to view URL]:line 24
Prosjekt-ID: 34823080

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22 freelancers are bidding on average $23 USD/time for this job
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Hello Prog123457,   We have 20 years of strong experience in Python, .NET, C# Programming, Machine Learning (ML), Tensorflow, as a result, we can successfully complete this project.   Please, review our profile here: https://www.freelancer.com/u/tangramua Here detailed information about our company, our portfolio, and the client's recent reviews.   Also, we wanted to personally discuss questions about your project, which helps us to give you the right estimation.   Best regards, Tangram Canada Inc.  
$35 USD om 5 dager
5,0 (28 omtaler)
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$20 USD om 40 dager
4,7 (15 omtaler)
6,9
6,9
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5,7
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4,8 (11 omtaler)
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5,7
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2,0
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$50 USD om 32 dager
0,0 (0 omtaler)
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Hi Mate , Good afternoon! I’ve carefully checked your requirements and really interested in this job. I’m full stack node.js developer working at large-scale apps as a lead developer with U.S. and European teams. I’m offering best quality and highest performance at lowest price. I can complete your project on time and your will experience great satisfaction with me. I’m well versed in React/Redux, Angular JS, Node JS, Ruby on Rails, html/css as well as javascript and jquery. I have rich experienced in C# Programming, Tensorflow, Python, .NET and Machine Learning (ML). I am checking your attachment, I'll update you shortly... I’m ready to discuss your project and start immediately. Looking forward to hearing you back and discussing all details.. With regards
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Hi. I am a C++/Python/C#/ML developer for 12+ years. My main skill is debugging, Error correction, Optimizing, In particular, I have a wealth of knowledge about TensorFlow/Caffe and CNN/RNN/LSTM/OpenAI. I have a wealth of experiences in porting python ML Engine to C/C++/C#. I am looking forward to meeting you. Please contact me. Kind Regards.
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0,0 (0 omtaler)
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Hi sir I am machine learning engineer with more than 5 years of experience. I'm qualified in master of computer science MSCS specialized in natural language processing, time series and computer vision. I will build robust models like CNN and it variants like VGG, ResNet, RNN, CRNN, Autoencoders, GPT, BERT, BART, RoBERTa and many other advance models using tensor flow, keras and pytorch platforms, and evaluate their performance, accuracy. I have already worked on multiple research oriented ML tasks. My Upwork job success score is 100%. I have also submitted my two papers in journal for publication. I will give you following services 1) Quick Response 2) Desired Model 3) Evaluation 4) Visualization 5) Any change when needed 6) I will follow all your guidelines My recent projects were text summarization through COMET and T5 Fine-tuning, speaker diarization from YouTube videos to understand the people different views, ValueNet for guided agents to speak by values like emotions. IMDB DATASET training with BERT ROBERTA and 15+ others machine learning, transformers based models. I have achieved accuracy more than 95% on 20% validation dataset. RoBERTa outperformed on the dataset. My recent projects were text summarization through COMET and T5 Fine-tuning, speaker diarization from YouTube videos to understand the people
$17 USD om 40 dager
0,0 (0 omtaler)
0,0
0,0
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Hello, Greetings! It looks like you need an experienced full-stack developer with strong knowledge of .NET, C#.net, VB.net, Javascript, jQuery, CSS, and MVC, to work on your project. I can achieve the results with my team of developers, designers, QA and Project Manager, and SDM who will be responsible to take care of your project. We are here for long-term relations providing development services, maintenance, and support. We are a team of 80+ employees and over the past 9 years, we have completed 300+ projects in the web, mobile, and software application development projects Skills: PHP & .NET Frameworks, MySQL, REST API, Javascript, Jquery, Advanced Javascript (Angular, React JS), AWS cloud, MongoDB, Express JS, Mobile application development (Android/iOS), ERP Development, full-stack development, frontend, and backend development, IoT applications. Our aim is your success. We are a software development company that works with small to medium size companies and help them by providing software solutions and taking end-to-end responsibility for a product/application. Queries: 1. What is your bread and butter for this project? 2. Do you have any documentation feature list? 3. When you are looking to start the development? 4. Are you willing to sign the NDA Contract? 5. What is the date of deployment in your mind? Awaiting a positive response :) Regards, Akash
$20 USD om 40 dager
0,0 (0 omtaler)
0,0
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