Keras gpu example jobs
...join a permanent team English proficiency required **Overview:** Seeking a skilled Front&Back End Developer to create dynamic, responsive web interfaces React Native & Full Stack API Hook programming experience Full Mobile App and Web App development experience AI Image based Mobile Product experience - Proficiency in HTML, CSS, JavaScript - Experience with frameworks like React & Angular - GPU server research experience required - Strong problem-solving skills. - Proficiency in server-side languages (e.g., Python, Java). - Experience with databases like MySQL or MongoDB. - Strong problem-solving abilities. **Responsibilities:** - Develop and maintain web interfaces. - Ensure responsiveness across devices. - Collaborate on UI/UX implementation. - Optimize perform...
...organized Mobile App & Web App IOS (FRONT END AND BACK END) Fashion E-commerce Marketplace Project Manager to join our dynamic team. As a Project Manager, you will be responsible for overseeing the successful planning, execution, and delivery of our total project. ****EXPERIENCE WITH AI LLM and API key integration into development stack REQUIRED Responsibilities: - help research AI link stack and GPU server options for projects -keep development teams on target -auditing code framework to ensure development team designing framework correctly -improve upon recommendations for LLM backend integration -Lead and manage the end-to-end project lifecycle for the apps development projects, ensuring timely delivery, within budget, and meeting quality standards. - Collaborate with cr...
...learning frameworks like TensorFlow, PyTorch, or Keras. 3. Algorithm Expertise: Strong understanding of computer vision algorithms and techniques, including but not limited to convolutional neural networks (CNNs), object detection (e.g., YOLO, Faster R-CNN), image segmentation (e.g., U-Net), and feature extraction. 4. AI/ML Knowledge: In-depth knowledge of machine learning principles and experience with supervised, unsupervised, and reinforcement learning. 5. Data Handling: Experience in handling and processing large datasets, including image and video data. Familiarity with data augmentation techniques and synthetic data generation. 6. Performance Tuning: Expertise in optimizing models for deployment in real-time systems and experience with GPU acceleration (e.g., CUDA, T...
I need an expert to perform transfer learning on the VGG16 network for classifying plants. The VGG16 network was originally trained on 1000 categories of ImageNet, and we want to repurpose it for a plant classification task. The dataset will be provided(in Kaggle). The ideal freelancer for this project should: - Have an experienc...originally trained on 1000 categories of ImageNet, and we want to repurpose it for a plant classification task. The dataset will be provided(in Kaggle). The ideal freelancer for this project should: - Have an experience with transfer learning and CNNs, specifically the VGG16 network. - Be proficient in Python and have a strong understanding of machine learning libraries like TensorFlow, PyTorch, and Keras. - Be able to fine-tune the model for optimal pe...
fine tuned llama3.1 with private dataset Arabic Dataset after fine tune upload the new Model to Huggingface , Ollama the main idea to uploaded on ollama , huggingface must fined tune tow times one online google colab, and one offline on Offline GPU 4090 this will be just tow days max as tanning session for me only
I'm looking for a skilled designer to create a versatile SVG logo in white, blue, and light blue. The logo should be adaptable for different backgrounds - specifically a white background and a dark blue one. It must also be suitable for embroidery, as it ...should be distinctive yet simple enough to be easily recognized. - The design style should be 'modern and sleek', aligning with contemporary design trends. - The logo should be visually appealing and maintain its integrity when scaled up or down. - Experience with creating logos for embroidery is a plus. Please write something in your proposal to prove you have look at the example attached screenshots. I have included an example logo for reference. It is crucial that the final design looks good on both a w...
I'm looking for a skilled professional who can help me understand how to use Grad-Cam with a Keras vision transformer for feature visualization in image classification tasks. Ideal Skills: - Proficient in Keras and its vision transformer - Experienced with Grad-Cam - Familiar with image classification tasks I need someone who can guide me through this process, explaining each step clearly. Your expertise will help me visualize features and improve my understanding of the model's behavior.
We are looking for an data structure and algorithm expert or an asset allocation expert who can help us optimize the allocation of our total assets to achieve the highest Annual Perce...understanding of data structure and algorithm. You should also have programing skills but no need to be an expert. The problem and the related code is given in : The time processing for this task is less than 20 millisecond Resource: + CPU Server with RAM upto 1T, Storage 1T, 64 cores + GPU Server with GPU RTX 4090 24GB, upto 1T RAM, 1T Storage and 64 cores CPU Skills required: - Strong knowledge of investment strategies - Analytical skills - Programing skills - Data structure and algorithm skills
a 15-second 2D animated video featuring our mascot SUNRAT with SUNDOG, who is jamming to music, narrowly escaping an explosion, and escaping by blasting off to the sun with the face of "Justin Sun". The animation style should be chaotic and fun - Dramatic or hype music - Comical tone Ideal skills for thi...SUNRAT with SUNDOG, who is jamming to music, narrowly escaping an explosion, and escaping by blasting off to the sun with the face of "Justin Sun". The animation style should be chaotic and fun - Dramatic or hype music - Comical tone Ideal skills for this job include: - Basic 2D animation, particularly in creating a comedic or dramatic sequence. - Meme hype Our community Example Video Can provide some assets and text
We are looking for an data structure and algorithm expert or an asset allocation expert who can help us optimize the allocation of our total assets to achieve the highest Annual Perce...understanding of data structure and algorithm. You should also have programing skills but no need to be an expert. The problem and the related code is given in : The time processing for this task is less than 20 millisecond Resource: + CPU Server with RAM upto 1T, Storage 1T, 64 cores + GPU Server with GPU RTX 4090 24GB, upto 1T RAM, 1T Storage and 64 cores CPU Skills required: - Strong knowledge of investment strategies - Analytical skills - Programing skills - Data structure and algorithm skills
You will be asked to answer the following questions when submitting a proposal: briefly your idea or solution and how many days do you need to finish this job you read...understanding of data structure and algorithm. You should also have programing skills but no need to be an expert. The problem and the related code is given in : The time processing for this task is less than 20 millisecond Resource: + CPU Server with RAM upto 1T, Storage 1T, 64 cores + GPU Server with GPU RTX 4090 24GB, upto 1T RAM, 1T Storage and 64 cores CPU Skills required: - Strong knowledge of investment strategies - Analytical skills - Programing skills - Data structure and algorithm skills
You will be asked to answer the following questions when submitting a proposal: Describe briefly your idea or solution and how many days do you need to finish this job Have you read the...understanding of data structure and algorithm. You should also have programing skills but no need to be an expert. The problem and the related code is given in : The time processing for this task is less than 20 millisecond Resource: + CPU Server with RAM upto 1T, Storage 1T, 64 cores + GPU Server with GPU RTX 4090 24GB, upto 1T RAM, 1T Storage and 64 cores CPU Skills required: - Strong knowledge of investment strategies - Analytical skills - Programing skills - Data structure and algorithm skills
We are looking for an data str...understanding of data structure and algorithm. You should also have programing skills but no need to be an expert. The problem and the related code is given in : The time processing for this task is less than 20 millisecond Resource: + CPU Server with RAM upto 1T, Storage 1T, 64 cores + GPU Server with GPU RTX 4090 24GB, upto 1T RAM, 1T Storage and 64 cores CPU Skills required: - Strong knowledge of investment strategies - Analytical skills - Programing skills - Data structure and algorithm skills Here are some questions u need to answer. Have you read the requirement and the test project code ? Describe your recent experience with similar projects
... We are seeking an experienced AI developer to create a sophisticated application capable of analyzing product images with the following functionalities:Required Skills: Computer Vision Experience with OpenCV for image and video processing. Familiarity with object detection models like YOLO, SSD, or Faster R-CNN. Machine Learning and AI Proficiency in frameworks like TensorFlow, PyTorch, or Keras. Experience in training and validating models for detecting specific behaviors. Software Development Strong programming skills in Python. Knowledge of algorithms and data structures. Hardware Integration Experience with camera APIs to connect and capture video feeds. Ability to work with real-time video streams. Web and User Interfaces Experience with web frameworks like Flask or D...
...the GitHub repository for WTH for example. Create a table for each dataset: Date, True, Pred as column headers, and underneath them, have the exact date the test sample, have the original price of the specific date, and have the forecasted values for each timestep until the 60th day. (This should be reflected in the graphs). So I would know, e.g Jul 10th 2021, the actual price was $1211.9, I want to know the the forecasted price is for each time step until we reach 60 days later, and how that compares with the actual prices, for each time step. I also prefer to see the date of each time step so I can track it easily. So I know that if 60 days from today for example in Sept 10, the model is telling me the price of gold will be $1510 (this is just a an example), I wa...
We are looking for a developer to build a local chatbot application that interacts with users based on content extracted from PDF documents. The project should run entirely on a CPU (no GPU support required) and includes PDF ingestion, integration with a local GPT model, and a minimal chat interface. The machine learning components should be developed using Microsoft's in C# (no Python). The system can be developed on our VM system (including GIT repository to submit code directly). You can also refer to examples of open-source projects like: - ** Sentiment Analysis Demo** for simple machine learning integration in C#. - **PDFMiner with Simple Chatbot** for processing PDFs and integrating them into a chatbot. - **GPT-2 Simple Chatbot** for running a GPT model locally on a CPU
I am seeking an expert to customize the Linux version of the Chromium browser. This project involves altering WebGL and GPU information to aid in web worker fingerprint mocking. Additionally, the customized browser should work seamlessly with Playwright and be undetectable. Customization Objectives: Adjust shader precision parameters Spoof vendor and renderer identifiers Modify maximum texture size limits Mask web worker details effectively Overwrite WebRTC IP Ideal Candidates: Extensive experience in Chromium browser modification Strong knowledge of WebGL and GPU information Proven track record in browser customization for fingerprinting and security purposes Experience in creating custom browsers that integrate with Playwright and are resistant to detection
I'm looking for an expert to customize the Linux version of the Chromium browser for me. This project involves altering WebGL and GPU information to aid in web worker fingerprint mocking. Customization Requirements: - Modifying shader precision - Spoofing vendor and renderer names - Changing max texture size Ideal Candidates: - Deep understanding of Chromium browser modification - Strong knowledge in WebGL and GPU information - Proven track record in browser customization for fingerprinting purposes.
I'm looking for a skilled programmer who can translate some of my Matlab code into CUDA. The main goal of this project is to improve the performance of the code by utilizing the capabilities of the GPU. Key Tasks: - Identify and optimize matrix operations in the Matlab code; . - Translate the optimized code into CUDA. - Run speed tests on the latest GPU to measure performance improvements. Use Intel's MKL library code symv in the GPU The Matlab code primarily processes numerical data, so familiarity with handling this type of data is crucial. The ideal candidate for this job should have extensive experience in both MATLAB and CUDA programming, with a strong focus on performance optimization. Knowledge of working with numerical data is also essential. I ...
...vehicles from the YOLOv8n model and process RTSP streams. Key Requirements: I want to develop a inference engine for analytic processing of open yolo models, 1. i want to detect person and vehicles from yolo v8n model 2. i want to process rtsp stream 3. i want to process each rtsp at 2fps only 4. there should be 50 rtsp stream i need to process on single server Intel Xeon 24 core with Nvidia A2 GPU. 5. processing frame size should be 640 only 6. i want to detect person and vehicle on every camera and need alert in json 7. it should be real time 8. message queue protocol should be implemented like kafka or Zmq Although I have skipped some questions, I am open to suggestions on the main application area for this inference engine, the preferred type of output from the inference ...
...the same voice; I would like a voice unique for me and that I can imagine coming out of a real human’s mouth. I am not looking for any text-to-speech options or voice-over services. I am also not interested in purchasing voice transformations multiple times, but rather the option to change my voice on my own and the assistance in beginning to use the necessary software. Also, If a high-end GPU, CPU, and PC are needed (better than 7.85 GB RAM, 12th Gen Intel Core i7, and NVIDIA GeForce GTX 1050 Ti) then I need something else. However, if my other preferences can be upheld with higher-end specifications, I am still interested in hearing what is available to me once I have the required specifications and keeping a deal on hold until then. For context, I am lookin...
We are seeking an expert in Ollama, NextJS, and Llama3 8B to resolve a technical issue on an already configured server. We have a machine on Google Cloud Platform (GCP) with the following specifications: CPU: 8 cores RAM: 32 GB GPU: NVIDIA T4 with 15 GB of VRAM Project Details: Current Implementation: The Ollama server is configured with NextJS for Ollama and the Llama3 8B model. We have a subdomain configured for internet access. Current Issue: The model is experiencing an issue where responses are being truncated, preventing proper operation. Requirement: We are looking for a consultant with proven experience in integrating and optimizing Ollama with NextJS and Llama3 language models. The objective is to resolve the response truncation issue to ensure the server operates op...
...with my AMD GPU driver. Here's a bit more detail on what I need: - **GPU Driver Support:** The primary focus of this project is to determine why my GPU driver disconnects itself whenever I load into the multiplayer map of Arma Reforger. It's a persistent issue that I can't seem to resolve on my own, as well as externally as no one has helped... - **Game Issues Support:** As a secondary requirement, I'm also seeking assistance with the game itself. If you're familiar with Arma Reforger, your insights into potential game-related problems would be invaluable, as it could assist me in choosing the appropriate Proton version, or component in WineHQ (wine_x64) to sort this out. Ideal candidates for this project should have: - In-depth knowled...
I'm seeking a skilled Grapahan expert to develop a Linux-compatible dashboard for my NVIDIA GPU. Key Requirements: - The dashboard should visualize data primarily through graphs. - It needs to track specific GPU metrics, including: - Memory Usage - Power Consumption - Temperature Ideal Skills: - Proficiency in using Grapahan for data visualization. - Experience in developing Linux-compatible software. - Ability to create intuitive and insightful graphical representations of complex data.
I'm looking for a talented graphic designer who can create a custom vinyl ...custom vinyl sticker template for my NVIDIA GeForce RTX 3060. The primary purpose of this sticker is to enhance the aesthetic appeal of the GPU. Key Requirements: - Create a modern and sleek geometric design for the sticker that aligns with my preferences. - The sticker should be compatible with vinyl material. Ideal skills and experience: - Proficiency in graphic design, particularly in creating custom stickers. - Strong understanding of geometric design principles. - Experience in working with vinyl material for stickers would be a plus. I'm excited to see your creativity and how you can translate a geometric design into a vinyl sticker template for my GPU. Looking forward to working ...
We are looking for an data structure and algorithm expert or an asset allocation expert who can help us optimize the allocation of our total assets to achieve the highest Annual Percentage...have programing skills but no need to be an expert. The problem and the related code is given in : The time processing for this task is less than 20 millisecond Please answer some questions in Clarification Board below Resource: + CPU Server with RAM upto 1T, Storage 1T, 64 cores + GPU Server with GPU RTX 4090 24GB, upto 1T RAM, 1T Storage and 64 cores CPU Skills required: - Strong knowledge of investment strategies - Analytical skills - Programing skills - Data structure and algorithm skills
Hi. I'm using this example to try to get Apple Pay working via a Business Paypal Account and I can't get it working I watched the video and I think a lot of js functions are missing that basically make the order and stuff and then somehow "get" the payment from Apple Pay and confirms it. I just want to accept Apple Pay as a payment option using my Paypal Account and be able to insert a record into a transactions table and maybe send a success email. I know how to insert the record and send the email - I just need a function or hook in the code to do it ONCE I get some code even working for Apple Pay. I cannot give access to the Paypal Business Account. And, I'm not really interested in sandbox, but if you need to do that for yourself then fine
...folder from the original GitHub repository. Disregard all other datasets like ETT, WTH, etc. - Calculate MSE/RMSE (provided in the code) and display predictions alongside actual prices and dates. - Create a table with columns for the date, true prices, and predicted prices for a 60-day period. - Visualize 60-day true vs. pred performance over time with graphs for each asset/GDP - **Example**: For each test sample, the table should show the actual price on a specific date and the forecasted prices for each preceding day up to 60 days. For instance, if the actual price on 10/29/20 was 1870.3, the table should include predicted prices for 1 day before (e.g., 1868.1), 2 days before (e.g., 1898.5), and so on, up to 60 days before. So if today's 29/10/24, and the model...
Need to create a 3D Model of the robot same like example but with new positions and instructions please see the file then place the bid write " SEEN " in your bid
...The encoder/decoder should support high-quality real-time video encoding and decoding. This integration should also make use of both GPU and CPU acceleration for optimal performance. Key Requirements: - Integration of Intel oneAPI hardware encoder/decoder with Windows and Linux platforms - Real-time video encoding and high-quality video decoding capabilities - Utilization of GPU and CPU acceleration for maximum efficiency Intended Use: - Video Encoding - Video Decoding - Video Compression - Video Decompression Ideal Skills: - Proficiency in C/C++ programming - Experience with Intel oneAPI - Understanding of video encoding/decoding algorithms - Knowledge of GPU and CPU acceleration techniques - Prior experience in video streaming and conferencing applications woul...
We are seeking a talented RUST developer to adapt our crypto project code from CPU to GPU using CUDA. The project currently involves decrypting and qualifying solutions using CPU, but we want to optimize performance by utilizing GPU. Your responsibilities will include modifying the existing codebase, implementing CUDA technology, and ensuring seamless integration with the project. We are looking for someone with a strong understanding of cryptography, CUDA programming, and parallel computing. The ideal candidate should have experience in optimizing algorithms for GPU and working with complex cryptographic systems. If you are passionate about both cryptography and GPU programming, we would love to hear from you!
We are seeking a talented RUST developer to adapt our crypto project code from CPU to GPU using CUDA. The project currently involves decrypting and qualifying solutions using CPU, but we want to optimize performance by utilizing GPU. Your responsibilities will include modifying the existing codebase, implementing CUDA technology, and ensuring seamless integration with the project. We are looking for someone with a strong understanding of cryptography, CUDA programming, and parallel computing. The ideal candidate should have experience in optimizing algorithms for GPU and working with complex cryptographic systems. If you are passionate about both cryptography and GPU programming, we would love to hear from you!
We are seeking a talented RUST developer to adapt our crypto project code from CPU to GPU using CUDA. The project currently involves decrypting and qualifying solutions using CPU, but we want to optimize performance by utilizing GPU. Your responsibilities will include modifying the existing codebase, implementing CUDA technology, and ensuring seamless integration with the project. We are looking for someone with a strong understanding of cryptography, CUDA programming, and parallel computing. The ideal candidate should have experience in optimizing algorithms for GPU and working with complex cryptographic systems. If you are passionate about both cryptography and GPU programming, we would love to hear from you!
Programming languages: Python, C++, Mojo (If he has experience) Python Libraries: PyTorch, Tensor Flow, Keras, JAX Machine Learning: Machine learning techniques, algorithms and deep learning, supervised, unsupervised and semi-supervised learning approach, reinforcement learning from human feedback, MLOps, Apache Spark Mathematics and Statistics ( Calculus, Linear algebra etc ) Has taken part in competitive programming contests Masters in Machine Learning and Data Science Can think critically and logically. You will be improving an algorithm to process and design a map in less than 1 second, currently it takes 30mins
...Implement the models into Azure as stand-alone applications Experience: - Expertise in cleaning, preprocessing, and transforming tabular data. - Experience in feature engineering to extract meaningful features from raw data. - Knowledge of model evaluation metrics and techniques (e.g., cross-validation, ROC-AUC, precision-recall). - Experience with deep learning frameworks such as TensorFlow, Keras, or PyTorch. We will start with three small (paid) projects that will serve as milestones to test our compatibility and working relationship for the long term....
We have a windows server that runs in Azure where a team of about 4 -9 users remote desktop onto the server and concurrently and use a GIS mapping software called ESRI Arcpro Desktop. There is an ssd hard drive for the OS and the working data is on an attached magnetic drive. The Arcpro desktop uses the GPU mostly for processing and we have a GPU azure VM type. There is also a SQL express DB that data comes from. We will probably be upgrading the SQL standard as well. I'm looking for someone to look at our VM setup to see if you can find out what the bottlenecks are and give some recommendations on how to fix the performance. We have tried using SSD for the data and also giving more ram and CPUs but nothing seem to completely solve. Please let me know if you have any e...
I'm currently working on a specialized project that requires a custom activation function in a Keras neural network. The primary data I'll be using for training is numerical. Key Requirements: - Custom Activation Function: Implementing a ReLU (Rectified Linear Unit) activation function in Keras. - Specialized Project: The neural network will be tailored to solve a specific problem. - Data Type: The primary type of data for training the network is numerical. Ideal Freelancer: - Proficient in Keras: Experienced in working with the Keras library. - Custom Activation Functions: Skilled in implementing custom activation functions, particularly ReLU. - Specialized Neural Networks: Previous experience in creating specialized neural networks for unique tasks...
...into the model. - Generate tables and graphs in the original scale to clearly show from each trend/s where the critical transition point happened and how it could have been identified beforehand for the prices for each asset or GDP Clearly make notes where and how you are interpreting the code and the output 5. Implementation Details: - Ensure coding compatibility with Google Colab, using A100 GPU, because that’s what I’ll use. - Include clear notes in the code for ease of understanding and replication, because eventually I’ll be using different assets with different kinds of variables. . 6. Project Timeline: - I’m assuming this project is straight forward because most of the hard coding is already there. This project is time sensitive, I need i...
I'm seeking to set up an Language Learning Model (LLM) with Azure hosting. This project is aiming to have thousand... Requirements: - Establishment of an Azure instance on Windows OS. - Use of suitable LLM for text data processing, with emphasis on text generation. - Optimization of the LLM for fast inference, using both CPU and GPU to ensure quickest possible operation. - Ensure scalability to handle thousands of concurrent users. Skills and experience: - Strong skills in Azure and cloud-hosting environments - Familiarity with Open-source LLMs and their deployment (specifically for text generation). - Proven experience in optimizing models for efficient running, specifically using CPU and GPU. - Skill in Windows OS and its integration with Azure. - Experience with user...
...HERE, BEFORE MOVING TO THE NEXT POINT) - Create a table with columns for date, "true" prices, and "pred" prices for a 60-day period for the entire test sample. For the predictions, I want to see each prediction in the time step until the 60 day period. Generate graphs in the original scale for gold prices and for the other asset prices to visualize "true" vs. "pred" performance over time. . For example, the goal is a table for Gold: Date, True, Pred of each time steps as column headers, underneath it, have the exact date the test sample, have the original price of the specific date, and have the forecasted values for each time step until the 60th day. So I would know, e.g Jul 19th 2018, the actual price was 1551,.. 60th day, the forecast fr...
...Hosting Categories: Dedicated, VPS, VPN, Web Hosting, Reseller Hosting, WordPress Hosting, Services. - Each category should have a description, pictures, and listed products. ( possible to add multiple descriptions inside the category and sort alignment of text by left right 4. Dedicated Servers: - Order configuration options: extra RAM, disk upgrades, uplink upgrades, additional IP addresses, GPU selection, data traffic options. - Location selection with country flags. 5. VPS Servers: - Order configuration options: extra RAM, SSD, cores, additional IP addresses, management options (managed/unmanaged), data traffic options. - Location selection with country flags. 6. VPN Orders: - Selection by country with country flags. - Unmetered or metered options. 7. Product Display: - ...
...into the model. - Generate tables and graphs in the original scale to clearly show from each trend/s where the critical transition point happened and how it could have been identified beforehand for the prices for each asset or GDP Clearly make notes where and how you are interpreting the code and the output 5. Implementation Details: - Ensure coding compatibility with Google Colab, using A100 GPU, because that’s what I’ll use. - Include clear notes in the code for ease of understanding and replication, because eventually I’ll be using different assets with different kinds of variables. . 6. Project Timeline: - I’m assuming this project is straight forward because most of the hard coding is already there. This project is time sensitive, I need it ASA...
Please see the doc with design directions. Need examples to present to a client for a promotion/website deals we are creating.
...on cloud platforms like Google Cloud Platform. User Interface: - Collaborate on the development of a user-friendly interface for uploading receipts and reviewing extracted data. - Implement functionalities for manual review and correction of the extracted data. Desired Skills: Strong background in Computer Vision and Image Processing. Proficiency in Python and relevant libraries (TensorFlow, Keras, PyTorch, OpenCV). Experience with Node.js and frontend frameworks (React, Vue, ). Knowledge of API development and integration. Familiarity with cloud services (Google Cloud Platform) and data protection best practices. Deliverables: Fully functional receipt recognition and data extraction algorithm in Python. Comprehensive documentation for the algorithm and its integration with oth...
I'm seeking an editor to refine and enhance my research paper on Keras neural network activation functions. The primary goals are to improve the clarity of concepts and ideas, and to incorporate additional examples related to the topic.
...BEFORE MOVING TO THE NEXT POINT) - Create a table with columns for date, "true" prices, and "pred" prices for a 60-day period for the entire test sample. For the predictions, I want to see each prediction in the time step until the 60 day period. Generate graphs in the original scale for gold prices and for the other asset prices to visualize "true" vs. "pred" performance over time. . For example, the goal is a table for Gold: Date, True, Pred of each time steps as column headers, underneath it, have the exact date the test sample, have the original price of the specific date, and have the forecasted values for each time step until the 60th day. So I would know, e.g Jul 19th 2018, the actual price was 1551,.. 60th day, the forecast fro...
...multiple identical GPU inference APIs with high availability. Environment: Ubuntu 20, Docker2+, Python, Pytorch. I have a Nvidia Docker image, currently its docker container can serve a llama model inference on a full nvidia A6000 GPU using fastAPI mapping to a local port #. works perfectly fine for all model inference jobs on batches... I can start multiple docker containers using same docker image pointing to different fast API port. just have to provide a new A6000 nvidia GPU for a new docker container. Goal: Now I want to use Kubernetes to manage those model serving APIs (http/ports): 1. to route any batch needs or dynamic user request to Kubernetes, to pickup local free resources 2. to speed up model inference batch process N times faster 3. to monit...
I need assistance installing the Nvidia driver for my A10G GPU on a G5 EC2 instance running Ubuntu 24.04 LTS. I'm seeking a professional who can help me with this installation. Key Points: - The Nvidia GPU model in question is the A10G - I'm experiencing difficulties with the driver installation and require a solution - I haven't attempted to install Nvidia drivers on this instance before Ideal skills and experience: - Proficient with Nvidia driver installations on Ubuntu - Familiarity with G5 EC2 instances and A10G GPU - Troubleshooting capability to resolve any installation issues - Strong communication skills to guide me through the process
