New Show Hacker News story: Show HN: Fast,Compiled deep-learning based modules for inferencing on CPUs

Show HN: Fast,Compiled deep-learning based modules for inferencing on CPUs
2 by eagledotRL | 0 comments on Hacker News.
Hi HN,I am Anubhav from RamanLabs.We have been developing dedicated modules based on deep-learning for purposes like face-detection,object-detection,pose-estimation etc. We hope to make it easy for developers,hobbyists to integrate such functionalities into their existing app/pipeline at the cost of a few milliseconds.All our modules run end to end in super-realtime even on consumer-grade CPUs[0]. For now we provide only Python based API. We provide Demo for each of the modules to allow testing for your desired data distribution.We also have a blog[1] where we hope to add more technical details about the framework used to develop these modules. The framework used to develop these modules is completely written in Nim language.We wrap existing ops implementations from libraries like ONEDNN and write our own code where we cannot find one or existing implementation is not good enough,mainly for preprocessing and postprocessing code.Having full access to framework code and being written in a high level language allows us to port newer architectures and optimize them quickly. We would love to hear your feedback on our attempt. [0] Quad-core Cpu with AVX2 instructions. [1] < https://ramanlabs.in/static/blog/index.html >

Comments

Post a Comment

Popular posts from this blog

New Show Hacker News story: Show HN: Natural language Twitter search using Codex

Show HN: Natural language Twitter search using Codex 3 by andyk | 0 comments on Hacker News. We built a structured search engine for Twitter called Bird SQL, available at https://ift.tt/7BU0hHb . Our search interface uses OpenAI Codex to translate natural language to SQL. Our backend then verifies the SQL, executes it, and displays the results on the web app. This makes large structured datasets like a scrape of Twitter easy for anyone to explore. As background, while working on text-to-SQL as a general problem, we came to believe one of its most powerful applications is as a search tool because: - SQL is hard to write by hand and prone to errors - It allows you to iterate quickly if you’re exploring a new dataset - A lot of contextual information that you’d normally have to internalize (e.g. your data’s schema) can be automatically generated and offloaded to the language model Using large language models (LLMs) like Codex to write the SQL for you means you don’t have to worry about
Read more

Internet Download Manager Universal Crack is Here ! [IDM 6.25 Build 10 UPDATED]

Image
Internet Download Manager Universal Crack Internet Download Manager aka IDM developers release a new build of  their well-known Download  Accelerator; Internet Download Manager  regularly. So everybody who uses pirated versions get so  pissed off that they have to find a new version of crack every time when an IDM update comes. So  we made a really awesome fix for that An Universal Web Crack. A new era in scene world. Web crack is a new concept of cracks that download and update crack content as the target program gets updated.  So whenever IDM releases a new version. Update your crack using built-in updater and apply crack. Easy as that ! You can simply trust crack because it has a history of more than 3 year with regular updates, and also it has more than 10000K worldwide downloads. How to Crack any IDM Version ? Install the latest version of IDM / Or update via quick update (yes its possible now)  Turn off any virus guards Download and 
Read more

New Show Hacker News story: Show HN: Movis – A Video Editing Library in Python

Show HN: Movis – A Video Editing Library in Python 2 by rezoolab | 0 comments on Hacker News. Originally, this library was created due to my motivation to make videos in Python. Of course, I considered other Python libraries, but I decided to create a new library for video editing because I needed the following features and also for study purposes: - The existence of composition. Especially, the ability to perform advanced video editing by inserting compositions within compositions. - The ability to add animations based on keyframes. - Effects like chroma key and drop shadow. - A caching mechanism to render the same frame quickly. - Various blending modes. These features, despite being standard in proprietary video editing software, were not present in previous Python libraries. Currently, I am using this library to automatically generate videos from raw materials. I would be grateful for any comments, thoughts, or requests.
Read more