Cuda out of memory pytorch jobs

...TensorFlow/PyTorch developer to build a Deep Learning model for brain tumor classification. You should be adept with the following tools and libraries: The primary objective of this project is to create a reliable classification system that can accurately differentiate between brain tumors (types). The project will involve the development of a 3D convolutional neural network (CNN) along with transfer learning that can process the provided MRI images effectively. Key requirements for this project include: - Extensive experience in machine learning, particularly with CNNs - Proficiency with medical image analysis, particularly with MRI images - Previous experience with brain tumor classification is highly desirable - Strong understanding of transfer learning ...

Role Overview: We are working on a project and seeking a highly skilled individual with a strong background in deep learning and computer vision. This role involves dev...This role involves developing advanced computer vision models, including CNNs and Vision Transformers, vision-language models, and large language models (LLMs). The ideal candidate will have extensive experience in Python and PyTorch. Skills Required: - Theoretical and practical knowledge of deep learning, specifically CNNs, Vision Transformers, vision-language models, and large language models. - Proven experience in Python programming and frameworks such as PyTorch; familiarity with PyTorch Lightning is preferred. - Demonstrated capability in research. A record of publications in top-...

...involves harnessing GPU capabilities to act as a node in a blockchain network. This promises to be an adventure into the world of blockchain technology, distributed consensuses, and GPU programming. Precisely, I need somebody with experience in the following: - Understanding blockchain basics. No prior experience with blockchain is necessary, but it would be advantageous. - Implementing Proof of Work as the preferred consensus algorithm in our project. - Being adept at CUDA GPU programming techniques, we will mainly focus on memory optimizations, asynchronous operations, and multi-threading tasks. For this project, proficiency in GPU programming and a deep understanding of distributed system principles will be crucial. Your theoretical knowledge in ...

...PHP developer who can troubleshoot and fix three specific link issues in my custom WordPress project. I need the following resolved: 1. A link between search and product pages is broken 2. There's an error in code memory when linking from search to a product 3. An issue with memory in our payment gateway form I already have a list of the problematic links to share. The developer we require for this job should have: - Proficiency in PHP and WordPress custom coding - Extensive experience in troubleshooting and fixing broken links - Mastery in handling issues related to code memory - Capability to manage issues with payment gateway forms - Familiarity with PHP frameworks, ideally Laravel, Symfony, or CodeIgniter would be beneficial - Great communicatio...

As a consultant, I am see...architectural and interior design freelancers to create a comprehensive set of fit-out drawings for my retail space. These drawings should cover: - Floor Plans: Detailed outlines showing the setup of the space. - Furniture Layout: Depiction of where furniture will be situated. - Electrical and Plumbing Details: Information on wiring, switch placement, plumbing pipes and fixtures. The layout needs to adhere to my standard layout, previous experience in retail project is a plus. Ideal freelancers will possess a solid understanding of retail design and functionality. The ability to convey intricate details in a clean, readable format is paramount. The desired aesthetic is our standard layout, the specific details of which...

I'm in need of someone to convert my existing Pytorch DDP code to Huggingface Accelerate framework. Key Project Details: - The primary goal of this migration is to move from existing Pytorch DDP, to Huggingface Accelerate architecture. - The code should be able to run on CPU-only mode, on a single GPU machine, and also on multiple-GPU machines. The GPU's are all Nvidia. - The code will need to be tested on my machines (CPU-only machine; machine with single-GPU; and machine with multiple GPUs) and execute smoothly without error using my datasets. If the code does not execute out of the box, you will need to log in to my computer to set it up to ensure smooth running. Pytorch environment under PyCharm/Ubuntu is already set up....

I need verilog code,testbench and simulation for this duty : Design a vector processing system that performs dot product of two vectors kept in the memory. The length of the vector is given as an input and at each clock cycle one element from each vector is multiplied and added. At the end of the processing a valid signal will be raised along with the result. Elements of the vectors are 8-bit unsigned vectors.

Hello, i have an image that has a special style, now i need you to create a similar image as vector with another motiv with SAME COLORS and SIMILAR Style, so i have a series of two that seems to be from same painter painted as a series of images. Details and original Image comes by message

I'm l...with significant experience in implementing advanced algorithms in computer science. The main goal of this project is to improve problem-solving efficiency with the use of data structures. Key Tasks: - Analyze current algorithms to identify areas for optimization - Implement advanced data structures aimed at problem-solving optimization - Test and adjust where necessary to ensure maximum memory efficiency Ideal Skills: - Strong knowledge and experience in advanced computer science algorithms - Proven track record of utilizing data structures for problem-solving - Excellent ability to analyze data and optimize memory usage Successful completion of this project demands a deep understanding of advanced computer science algorith...

...speed and efficiency of system. As our system experiences slowdowns due to excessive dependencies and unoptimized code, we are looking for an expert who can analyze, diagnose, and implement solutions to improve overall performance. Responsibilities: i. Conduct thorough analysis of our Django-based system to identify performance bottlenecks and areas for improvement. with our development team to refactor and optimize existing codebase for better efficiency. and recommend improvements to database queries, caching strategies, and overall system architecture to enhance performance. Django best practices and performance optimization techniques to streamline code execution. load testing and profiling to measure the impact of optimizations and ensure

3d rendering of deck of a house and stairs re design

Hi Nam N., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

I'm looking...skilled AI engineer with experience in finance, proficient in Python, TensorFlow, and PyTorch. Key Responsibilities: - Design and implement machine learning algorithms to analyze financial data - Develop natural language processing models to process and interpret financial texts - Implement computer vision techniques for data visualization and pattern recognition Ideal Skills: - Proficiency in Python, TensorFlow, and PyTorch is a must - Experience in the finance industry is a plus - Strong understanding of machine learning, NLP, and computer vision techniques - Ability to work with diverse and complex datasets If you're a proactive AI engineer with a keen interest in finance and a proven track record of implementing AI solutions, I...

...manuscript which falls within the range of 50,000 to 100,000 words. I am a sixty-seven-year-old man with five published novels but this is different, it is a memoir, working title: Out Of Step. The story is the product of some recent revelations that shed an entirely new light on my adult life. Key Responsibilities: - Examine the manuscript’s structure and content for coherence, overall narrative flow, and logical order of arguments or events. - Suggest alterations to improve the manuscript, whilst maintaining and enhancing the narrative and descriptive writing style. Ideal Candidate: - Excellent knowledge of narrative and descriptive writing. - Proven experience in manuscript editing, particularly memoirs. - High attention to detail ...

...coordinates 3.1 Store last 50 coordinates in memory. 3.2 Have customizable recording frequency (i.e. Rate at which module should capture GPS coordinates) 4. Push GPS coorinates to (firestore DB (Important)) 4.1 Two Push modes 4.1.1 : LIVE: Send the coordinates as and when they are recieved. 4.1.2 : DELAYED: Store coordinates in a temperory queue and Send them every 5 Sec. 5. Along with GPS also send Speed information. // Push coordinates API contract Data Structure :- <TrackerId> : { coords: [ { loc: [<lat>,<long>], Speed: 14 }, ... ] } Result : 1. Steps to deploy code to A9G module 2. How to change GPS coordinates recording frequency Ideal Skills: - Arduino Developer - Understanding of...

I'm in need of an expert who can create an efficient CUDA kernel implementation of a uniform histogram having 256 bins. The extreme edges of your histogram will be defined by the minimum and maximum values of the sequence of numbers being processed . Therefore two kernels need to be implemented in order to obtain those values Key Requirements: - You must provide REGULAR updates to me where you post screenshots and update me. - There must be clear and understandable comments in the code throughout the entire code. - Any comments written in the code must refer to technical concepts regarding Parallel Computing - You will have to write a small report where you discuss the details of the project and Parallel Computing concepts and technic...

...in machine learning to implement TensorFlow, scikit-learn, and PyTorch open-source tools to analyze and predict certain events. My project involves systemically analyzing data from different sensors, namely temperature (temp), relative humidity (RH), and other miscellaneous sensors. The outcome of this analysis should be predictive models capable of discerning behaviors, such as detecting when an AC unit has been turned on or off. Ideal characteristics: - Expertise in TensorFlow, scikit-learn, and PyTorch - Experience with influxdb / MQTT data handling - Strong statistical analysis skills - Knowledge in real-time data processing Your task would be to design systems that generate real-time notifications upon the occurrence of these behaviors. Thus, ...

As a client looking to develop ...looking to develop a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated p...

As a client looking to develop ...looking to develop a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated p...

...assist me in developing a cutting-edge IPv6 proxy server. The main aim of this project is to enable users to access IPv6 websites efficiently. Key Project Requirements: - **GoLang Proficiency**: You should have a deep understanding of GoLang, particularly in terms of its concurrency support, networking capabilities, and memory management. - **IPv6 Experience**: Prior experience with IPv6 implementation and networking is highly recommended. - **Proxy Server Development**: Experience in developing proxy servers will be a definite advantage. - **General Internet User Focus**: The server should be user-friendly and accessible for general internet users. - **Developer and Tester Friendly**: It should also cater to the needs of developers and testers, prov...

fixed price, not for profit, We work in real time via screen share. - Predefined donation amounts: I'd like to provide a few fixed donation options for the convenience of the donors. - Custom donation amount entry: There should be a field where donors can manually input their desired donation amount. - Recurring donation option: I want donors to be able to make monthly donations, in addition to one-time donations. The captcha system I prefer is image-based. It should be user-friendly yet effective in preventing spam and bot activity. or recaptcha3 As for the payment gateway, I am specifically looking for Moneris integration. It's crucial that the forms and transactions are secure and reliable. Ideal skills and experience: - Proficiency in web development, particula...

Purpose The purpose of this implementation is to provide a means to connect to an IP camera over RTSP and ingest the video+audio streams using gstreamer with golang and the go-gst bindings. Once the stream is ingested we need to break-out in to children pipelines to perform various tasks such as creating HLS segments and persisting to disk for future playback and transcoding H.265 to H.264 so that the stream is compatible with the WebRTC requirement of H.264 support. Functionality The functionality demonstrated in the above diagram is broken out to: Ingest Pipeline Responsible for connecting to the IP camera over the RTSP protocol using the rtspsrc element. Once connected the pipeline needs to prepare the stream for consumption by lower pipelines as below. S...

**The Impact of Technology on Work and Personal Life: Benefits and Challenges** Technology has become one of the most significant factors that have drastically changed over the past few decades, revolutionizing how work is organized, communication methods, and personal lifestyles. The modern technological advancements offer a wide range of opportunities and challenges that individuals and societies, in general, must face. **Benefits:** 1. **Increased Productivity:** Modern technology enhances productivity and streamlines processes, enabling more achievements in less time. 2. **Improved Communication:** Easy access to modern communication tools like email and messaging apps enhances communication among individuals in the workplace and beyond. 3. **Time Saving:** Te...

I am looking for an experienced developer who can use Cython to wrap my existing CUDA code. This is a relatively simple code that is currently used for data analysis. Task: This is done in Linux (ubuntu). I had a old cython code that used to be able to connect with the CUDA code, i think the newer version of CMake changes had made it impossible. I have attached a small reduction of the code, it is pretty much just calling a CUDA kernel from the Python using Cython. The CMake builds, but when the Cython is imported the symbol cannot be found. (to build you need to define an environment variable CUDAHOME points to your nvcc) Steps: 0 (optional) you can Make the cuda code inside to check if it works (1) run (with CUDAHOME env var) (2) run (fail a...

I have a Wordpress b...donation forms and clean up a few other forms for a not-for-profit entity that helps people. Key Requirements: - Integration of HubSpot and Moneris with the existing Wordpress website. - Donation form should support recurring donations on a monthly and annual basis with An email dedication feature allowing donors to include a personalized message to honour or in memory of a person for their donation. Ideal Skills: - Proficiency in HubSpot and Moneris integration. - Experience with Wordpress websites and forms. - Familiarity with setting up donation forms and managing recurring donations. - Ability to implement an email dedication feature on forms. Your successful completion of this project will help me to streamline our donation proces...

...necessitating a custom solution. ✔Specific Requirements: 1. Ability to read QR codes from multi-page PDF files, multiple PDF files, and image files such as JPGs and PNGs. 2. Capability to analyze the data within the QR codes and format it into CSV files. 3. Development must be done in either Python or JavaScript. ✔Skills Required: -Experience in development with Python or JavaScript. -Knowledge of OCR technologies and QR code reading techniques. -Experience in handling PDF and image processing. ✔Project Goals: The goal is to efficiently extract data from various files provided by clients, automating and enhancing our operations. The finished program must be able to accommodate the diverse file formats we regularly receive. ✔Submission Instructions: Interested parties are requ...

we need a logo for our Memory Foam Pillow Brand" FEATHEREST" for our E commerce store Need source file with all the fonts and Elements. I'm in need of a combination logo, blending text and an icon. The icon should be minimalist in style, avoiding complexity and detail. As for color, I'm open to suggestions - just nothing too garish or overly bright. Key Points: - Combination Logo: Your design should seamlessly blend text and an icon. - Minimalist Icon: The icon should be simple and clean, without intricate details. - Color Scheme: While I haven't specified particular colors, please avoid overly bright or garish options. Ideal qualities in a freelancer for this job include: - Proven experience in designing combination logos. - An und...

Hello, I need someone who has some knowledge of PS4 coding, I have sample files from PlayStation themself etc. I'm needing a PRX file created which is essentially a DLL for PS4, I'm needing this PRX to be able to send a notification, and read/write memory too for certain games, it would have to be coded specifically for that game I'm pretty sure, I already have one made for another game just not got access to the source.

We are looking for an AI expert to train us in the deployment and fine-t...looking for an AI expert to train us in the deployment and fine-tuning phases of an AI model. The Training session will need to: - Provide comprehensive training on AI model deployment and fine tuning. - Ensure focus on enhancing performance and improving accuracy. - Propose innovative approaches for creating new features. Ideal Skills and Experience: - Proficiency in AI and ML concepts. - Familiar with Python, TensorFlow, and PyTorch. - Experience in deploying multiple types of AI models, with expertise in Natural language processing models, Mathematical models and recommendation system models being a notable advantage. Please note this project primarily requires guiding and training, not ac...

I'm in need of a professional and modern logo for an out-patient surgical office. - I'm open to your creative suggestions for color scheme, as I didn't specify one in my project details. I'm looking for a design that conveys professionalism and modernity. Please share your portfolio of previous logo design work. I'm particularly interested in seeing any designs you've done for medical or healthcare related businesses. Here is the current logo:

I urgently need an expert to install CUDA on my Ubuntu Linux system for Tensorflow and Pytorch

I urgently need an expert to install CUDA on my Ubuntu Linux system for Tensorflow and Pytorch

Responsibilities: - Lead the development and integration of user interfaces in Unity for a computer vision application. - Provide expert guidance in the architecture and design of software built on the Unity platform. - Collaborate with the engineering team to integrate advanced image processing algorithms seamlessly with Unity. - Establish and maintain best practices for Unity development and version control within a shared workspace. - Optimize performance and memory usage of Unity applications dealing with large-scale data processing. - Train and mentor team members on Unity-specific skills and practices. - Manage code repositories, ensuring robust version control and efficient collaboration across teams. - Troubleshoot and resolve any Unity-related issues th...

I have a specific theme from Themeforest that I'd like to be installed and set up on my WordPress website. Key requirements: - Apply basic customization (colors, fonts) to the theme to align with my brand identity...plugins to keep my website secure from any potential threats. - Set up a contact form plugin to ensure seamless interaction with my visitors. Ideal freelancer: - Proven experience with WordPress and Themeforest themes. - Strong grasp of basic design principles to carry out basic customization. - In-depth knowledge of and experience with SEO optimization plugins, security plugins and contact form plugins. - Strong communication skills for an efficient collaboration process. Theme is installed however there is number of errors to solve includi...

Description: We are seeking a proficient AI developer to finalize and improve an existing application for our online platform. This project involves completing the development of an AI-driven application, which includes automating processes and integrating proprietary templates. Project Objectives: - To complete the development of an AI application using existing source code. - Enhance the application's functionality with automated resume and document assessment features. - Ensure the seamless integration of specific, proprietary templates for resumes and cover letters. - Maintain and improve the user-friendly interface to align with our brand’s professional image. Requirements: - Strong background in AI and software development, particularly in projects i...

I am currently looking for an expert who can implement an LSTM (Long Short Term Memory) model, using TorchSharp.Net. I need the ability to create a model with 5 features (float), a step window of 10, and 50 hidden neurons. I need the ability to load the model, pass it data and get a predicted value. The final deliverable should be a C# .Net Console application with solution file that includes a file. The data can be random or static arrays. Key Requirements: - Strong knowledge of C# .NET - Proficient in using TorchSharp If you have these skills and are confident in developing deep learning implementations, I would be pleased to discuss the project further with you.

I'm seeking a machine learning wizard, proficient in diverse tasks including Classification, Regression, and Clustering. Ideal Candidate: - Expert in Python programming. - Comprehensive experience with prominent machine learning libraries including Scikit-learn, TensorFlow, and PyTorch will be essential. This project will require the development and fine-tuning of diverse machine learning models, hence requiring considerable expertise in the same field. Your role will not only involve model creation but also optimization and performance evaluation. Your ability to handle complex multi-dimensional dataset will be integral in this project. Please only apply if you possess these capabilities and are prepared for a power-packed machine learning project.

This project requires a specialist in Bash scripting to create a set of commands to read and write system configurations, specifically file permissions, into Linux non-volatile memory. The ideal candidate would have prior experience with Linux system administration and Bash scripting. A deep understanding of file permissions is essential to meet the project's objectives. The chosen script should be able to accurately perform the intended operations without the use of any other scripting languages.

...project manager and a content strategist. Required Skills:Strong proficiency in AI and machine learning, especially in NLP and content with Python and common data science libraries (e.g., TensorFlow, PyTorch, Scikit-learn). Familiarity with social media platform APIs and automation restrictions. Ability to translate complex technical details into simple user experiences. Excellent problem-solving skills and ability to work Skills:Previous experience in developing social media tools or marketing technologies. Understanding of branding and online marketing in UI/UX design. Project Duration: 3-6 months with potential for extension based on performance and project needs. Payment: Payment will be made on a milestone basis

I search a C and C++ developer with understanding of Python and Linux. Your task will involve: - Updating existing C/C++ code on Linux by adding a new feature that integrates Python. - A crucial part of this project tasks is being able to run Python code from within the compiled C++ application and transfer results through shared memory.

...realism. I need it optimized for website presentation, hence rendering quality is paramount. Here are specific enhancements desired: - Lighting: Introduce brighter and more natural-looking lighting to evoke a sense of realism. - Textures: Upgrade current textures to high-quality, lifelike versions to elevate the project’s overall marvel. - Shadows: Implement accurate and dynamic shadows to add depth and improve object interplay. Would be great to be able to render these as png's aswell. Please see a recent render attached. A significant requirement is an in-depth understanding of Cinema 4D, hands-on experience in lighting, texturing, and shadowing techniques. Candidates who can prove their expertise by showcasing a relevant portfolio will be highly conside...

Feel free to ask any questions for clarity. Need assistance to connect my ESP32-2432 microcontroller to my Windows system. With an intermediate level experience, I need guidance and walkthrough for the overall process. The final goal is to create software able to: - Load PD...the overall process. The final goal is to create software able to: - Load PDF files stored locally on the microcontroller - View these PDFs - Provide annotation capabilities to these PDFs The ideal freelancer: - Is proficient with ESP32-2432 microcontrollers - Has extensive knowledge in software development for embedded systems, particularly with PDF viewer development - Strong understanding of memory management on these devices - Excellence in explaining technical details and instructions in a simpl...

I'm seeking a computer vision expert with strong PyTorch experience to help me build a new set of images. This image base will significantly support the generation of training data for my project. Details: - Image Requirements: The task requires the creation of less than 100 images, specifically color images, and images under different light conditions. - Software Skills: Profound expertise in PyTorch is essential, as the work involves a library currently running on this platform. The successful candidate will be detail-oriented and possess a deep understanding of computer vision techniques. They will have previous experience creating image databases and incorporating different lighting conditions. Help me shape the future of my proj...

This should be a 10 min job for someone who knows what he/she is doing. Just a print out of an attention map! Here's what I require: - Creation of selected attention maps. Specifically, heatmap attention over images. - The heatmap attention over images should be generated using Grad-CAM but alternatives are also ok. Having experience with Grad-CAM will be ideal. - The final output should be in PNG format. Therefore, the ability to generate clear, high-quality images in this format is essential. Demonstrable experience in similar projects dealing with Language Model Visualization will be a significant advantage. Knowledge of Python/Pytorch is key as most ML libraries are often in Python. Efficiency, Accuracy, and attention to detail will be greatl...

...features of this software include: - Play MP3 audio files: The software should be able to play audio files that are stored in cache memory. It's crucial that the player has a smooth and user-friendly interface for easy playback. - Auto-update from an online source: I would like the software to be capable of periodically updating the audio tracks from an online source. The method of update can be the most convenient for you to implement. I do not need features for managing the audio tracks (e.g., playlists, adjusting track order, or deleting tracks). The primary focus is on the playability and auto-updating of the tracks. The ideal developer for this project should have: - Experience in developing custom Windows applications - Proficiency in w...

I am in need of a skilled architect to create detailed architectural plans for a new construction project. The plans will be for a building designed in a traditional style second dwelling (granny flat) Key Requirements: - Expertise in architectural design Rough sketch attached from memory Lockyer Valley council said it needs to be under 100 sq mtr. Then directed us to find a private certifier It's important that the final plans are ready for submission to relevant authorities to obtain building permits.

I'm urgently in need of high-energy and captivating action shots of surfing that will mostly be used for a humorous purpose. I was surfing and the photographer took a photo of the wrong person :((( This one particular wave I got put in hospital by and want a photo as a memory that’s actually me instead of someone else who the photographer I hired shot!! The first 2 photos are the person who the photographer wrongly captured. ( I was surfing the same bank) Next is a photo of me actually surfing which you could maybe use, take in note the grey rails and logo on my surfboard. Also is photos of my face that may be required The project is time-sensitive, so I need a freelancer who can deliver these photos ASAP.

... The WHO: Target Audience The main user of our platform is a professional who needs to streamline their recruitment process, particularly in the scope of CV screening and filtering. This allows them to improve the quality of hires and reduce time spent on manual screening. Our primary target customers include recruitment agencies, HR departments of large corporations, and small to medium enterprises. The WHAT: Product offers advanced AI-powered analytics to screen and filter the resumes of job applicants. It goes beyond simple parsing and keyword matching. The platform employs LLMs to process resumes and draw conclusions about the alignment between job requirements and candidates' resumes. The WHY: Mission Our mission is to improve the quality ...

Quick Description: I need a professional who would know how to forward pass through 200 already trained PyTorch neural networks, and obtain their outputs, in <20ms, on a provided Linux server. This task is only for the ML inference step, and not for the training stage. Key Requirements: - Expertise in Python and Machine Learning: You should be well-versed in Python and have a strong understanding of machine learning principles. - Previous Experience in Speed Optimization: Experience in optimizing machine learning inference for high-speed applications is crucial. - Proficiency in PyTorch: Experience working with PyTorch specifically is highly preferred, as this is the library we are currently using. - Expertise in Linux - Knowledgeable about how to parallel...

...containing strings where each string consists of one or more words. Our task is to identify exact matches for these strings within another dataset that includes complete sentences. Currently, our method of loading the first set into memory as a set variable (ensuring no duplicates) and each string from the second dataset as a separate string variable is proving inefficient. Problem Statement: Iterating through the first dataset to look up each value in the second dataset has been excessively time-consuming. We require a more efficient algorithm to enhance the speed and effectiveness of these exact match lookups. Project Objectives: Develop a Python script that can perform exact match lookups quickly and accurately. Ensure the integrity and accuracy of...