Prajwal Deshpandeprajwalsblog.hashnode.net·Dec 30, 2022Scaling Up Deep Learning with Tensor Processing Unitswhat is a Tensor processing unit? A Tensor Processing Unit (TPU) is a custom application-specific integrated circuit (ASIC) developed by Google specifically for machine learning. It is designed to accelerate the training and inference of deep neural ...2 likes·34 readsTensor processing unit
DivakarforOpen Source Devrexdivakar.hashnode.net·Jan 18, 2020Track real-time metrics of TensorFlow Model during training using NotiflyNotifly is a Pypi package designed to track the model metrics during real-time training using a wrapper over Tensorflow callbacks, which plots the accuracy and loss over each epoch. Notifly also tracks the system resources over the runtime thus prov...Python
US TIMESustimes.hashnode.net·Sep 17, 2022Intel overclocks Arc A750 with factory air cooler to 2.7 GHz.For another discussion about upcoming Arc Alchemist GPUs, veteran engineer Tom Petersen visited Intel marketing Ryan Shrout in the lab. This time, they focused on the limited edition Arc A750 and Arc A770 cards’ cooling capabilities and overclocking ...technology
Haifeng Jinhaifeng.hashnode.net·Apr 30, 2024TPUs Are Not for Sale, But Why?Opinion An analysis of Google’s unique approach to AI hardware Photo by Dollar Gill on Unsplash Nvidia’s stock price has skyrocketed because of its GPU’s dominance in the AI hardware market. However, at the same time, TPUs, well-known AI hardware fr...Artificial Intelligence
Wagner Mjsemotions.hashnode.net·Apr 11, 2023Web GPU: A Low-Level Graphics API for the WebThe web has come a long way since its early days of simple text and static images. Today, web developers can create immersive, interactive experiences that rival native applications, thanks to advancements in web technologies like HTML5, CSS3, and Ja...GPU
Abhijeet Kumarknowledgekumar.hashnode.net·Apr 9, 2023Web GPU: Unleashing the Power of Graphics on the WebWeb GPU: A New Frontier in Web Graphics The world of web graphics is constantly evolving, and with the advent of Web GPU, a new frontier has been opened up for developers and designers. Web GPU is an emerging web standard that brings the power of mod...Google
Arhaan Ahmadarhaan.hashnode.net·Apr 8, 2023Security and Reliability of GPUsThis blog post is based on my learning from a talk by Dr Adwait Jog. He is an active researcher in computer architecture, especially GPUs. I mean for it to be a gentle introduction to what can go wrong with GPUs and what is being done to fix them. GP...architecture
Ben Cuan64bitpandas.hashnode.net·Mar 29, 2023TurtleNet 2.5: GPU Passthrough with ProxmoxIntroduction This section is optional, and provides additional context in the case that you would like to attach a GPU to your VM. This can be useful for a variety of tasks, such as setting up a cloud gaming server (which we'll do now) or performing ...29 readsTurtleNetself-hosted
Bhagirath Deshani bhagirathkd.hashnode.net·Jan 29, 2023#79 Machine Learning & Data Science Challenge 79What is Darknet? DarkNet is a framework used to train neural networks; it is open source and written in C/CUDA and serves as the basis for YOLO. Darknet is also used as the framework for training YOLO, meaning it sets the architecture of the networ...Machine Learning & Data Science Interview ChallengesMachine Learning
Bhagirath Deshani bhagirathkd.hashnode.net·Jan 23, 2023#69 Machine Learning & Data Science Challenge 69What is the batch size? Batch Size: The total number of training and examples present in a single batch. Unlike the learning rate hyperparameter where its value doesn’t affect computational time, the batch sizes must be examined in conjunction with ...Machine Learning & Data Science Interview Challenges2Articles1Week
Zakhar Koganyawn.hashnode.net·Jan 14, 2023Moore's perspectiveSo I've stumbled upon an article mentioning that the most powerful supercomputer in 2010 was Tianhe-1 with a peak performance of 2.5 petaFLOPS. Fast forward, it's 2023. We've got Graphcore IPUs available for free (ref link so I'll use it for paid pl...55 readsCloud Computing
Arunava Ghosharunava.hashnode.net·Jan 1, 2023🚀 Performance Boost : Enable GPU Hardware Acceleration on Linux (Browser / Video Playback)Short Intro, It's been a while since I have written some Linux stuff so here we go, I guess many of you don't really know about this thing and just using Chromium-Based Browsers (i.e. Chrome and Brave) without getting the most performance of your sys...100 readsLinux
Prajwal Deshpandeprajwalsblog.hashnode.net·Dec 30, 2022Scaling Up Deep Learning with Tensor Processing Unitswhat is a Tensor processing unit? A Tensor Processing Unit (TPU) is a custom application-specific integrated circuit (ASIC) developed by Google specifically for machine learning. It is designed to accelerate the training and inference of deep neural ...2 likes·34 readsTensor processing unit
