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Content Overview Collect performance data Profiling APIs Profiling custom training loops Profiling use cases Best practices for optimal model performance Optimize the input data pipeline Use threading and parallel execution Miscellaneous Improve device performance Additional resources Known limitations Profiling multiple GPUs on TensorFlow 2.2 and TensorFlow 2.3 Collect performance data The TensorFlow Profiler collects host … Read more

A Friendly Breakdown for Beginners Based on Growth Trends and Halving Cycles If you’ve been wondering, “How much will 1 Bitcoin be in 2030?”, you’re definitely not alone. Bitcoin is one of the most talked-about investments of the past decade, and whether you’re new to crypto or a casual observer, this question always sparks curiosity. … Read more

Introduction GitHub Actions is the go-to CI/CD tool for many teams. But when your organization runs thousands of pipelines daily, the default setup breaks down. You hit limits on scale, security, and governance — plus skyrocketing costs. GitHub-hosted runners are easy but expensive and don’t meet strict compliance needs. Existing self-hosted solutions like Actions Runner … Read more

When I first dipped my toes into Web3, I remember staring at a wallet interface, completely confused. “What’s a seed phrase? Why am I paying gas? And what’s bridging?” Honestly, if I hadn’t been curious enough to push through the chaos, I probably would’ve closed the tab and never looked back. And that’s exactly what … Read more

The world of defense and artificial intelligence took a major turn in 2025 when Palantir Technologies Inc., known by its ticker symbol PLTR, clinched a staggering $10 billion contract with the U.S. Army. This historic agreement isn’t just another government tech deal—it’s a defining moment for the AI industry, military modernization, and Palantir’s future as a dominant force … Read more

Coming from a language like C# or JavaScript, interfaces in Go can feel like a cruel joke. They’re not what you expect, and they don’t play by the rules you’re used to. This post is your survival guide to Go interfaces. Interfaces – The Old Way In more traditional languages, interfaces are binding contracts: you … Read more

A list of my favorite websites, tools, and ideas to help you with your next design project. If you’re a designer, if you’re a web designer, you’re going to get heaps of inspiration from these resources. I’ve put together some of my favorite graphic design tools that you should bookmark, whether you need a quick … Read more

Are you looking for a seamless way to create a personal blog website? Look no further than NotionNext, an impressive free GitHub project that I recently discovered and fell in love with. In this article, I’ll explain why NotionNext is the perfect solution for anyone wanting to build a website based on Notion, and share … Read more

In each of the two industrial revolutions experienced by the world in past ages, great leaps in technological progress have been juxtaposed with similarly grand shifts in the biggest problems in the world, from worker’s rights and colonial sovereignty to whether the world’s richest man should be allowed to buy other companies. Oh wait, maybe … Read more

The Rust ecosystem has seen tremendous growth in data processing libraries, with Polars leading the charge as a blazingly fast DataFrame library. However, a new contender has emerged that takes a fundamentally different approach to data engineering and analysis: Elusion. While Polars focuses on pure performance and memory efficiency with its Apache Arrow-based columnar engine, … Read more

Most subscription failures in Latin America happen because teams copy a U.S. card flow into markets that run on different rails, responses, and rules. The fix is a simple operating model: treat each country as “first-class,” run them through a single, predictable stack, blend cards with local rails (PIX/SPEI/PSE/wallets), manage FX and treasury deliberately, and … Read more

Learn how to update Elasticsearch schema mappings during Kubernetes rolling deployments without search downtime.

Satoshi Nakamoto, the pseudonymous creator of Bitcoin, disappeared from public view in 2010, but left behind a trail of writings, forum posts, emails, and the now-iconic whitepaper. While Bitcoin has since evolved in directions Satoshi may not have fully anticipated, much can be gleaned from their own words about their vision, concerns, and intentions. This … Read more

Google has changed how search works, and it is costing businesses traffic. Its new AI Overviews often answer questions directly on the results page, meaning fewer people click through to your site, even if you are still ranked #1. For local businesses, from law firms to plumbers to wedding vendors, this can mean a 15 … Read more

On October 14th, iRacing is releasing NASCAR 2025 to the console market.  Long touted as the most realistic racing simulator for the PC market, iRacing will bring online racing with fellow virtual NASCAR racers from the safety and convenience of your living room.   What makes this announcement exciting is that it appeals to the NASCAR … Read more

Table of Links Abstract and 1. Introduction Background 2.1 Rollup 2.2 EIP-4844 2.3 VAR(Vector Autoregression) Data 3.1 Consensus security data 3.2 Ethereum usage data 3.3 Rollup Transactions Data 3.4 Blob gas fee data Empirical Results 4.1 Consensus security 4.2 Ethereum usage 4.3 Rollup transactions 4.4 Blob gas fee market Conclusion and References A. Consensus Security … Read more

Table of Links Abstract and 1. Introduction Background 2.1 Rollup 2.2 EIP-4844 2.3 VAR(Vector Autoregression) Data 3.1 Consensus security data 3.2 Ethereum usage data 3.3 Rollup Transactions Data 3.4 Blob gas fee data Empirical Results 4.1 Consensus security 4.2 Ethereum usage 4.3 Rollup transactions 4.4 Blob gas fee market Conclusion and References A. Consensus Security … Read more

Table of Links Abstract and 1. Introduction Background 2.1 Rollup 2.2 EIP-4844 2.3 VAR(Vector Autoregression) Data 3.1 Consensus security data 3.2 Ethereum usage data 3.3 Rollup Transactions Data 3.4 Blob gas fee data Empirical Results 4.1 Consensus security 4.2 Ethereum usage 4.3 Rollup transactions 4.4 Blob gas fee market Conclusion and References A. Consensus Security … Read more

Table of Links Abstract and 1. Introduction Background 2.1 Rollup 2.2 EIP-4844 2.3 VAR(Vector Autoregression) Data 3.1 Consensus security data 3.2 Ethereum usage data 3.3 Rollup Transactions Data 3.4 Blob gas fee data Empirical Results 4.1 Consensus security 4.2 Ethereum usage 4.3 Rollup transactions 4.4 Blob gas fee market Conclusion and References A. Consensus Security … Read more

:::info Authors: (1) Seongwan Park, this author contributed equally to the paper from Seoul National University, Seoul, Republic of Korea (sucre87@snu.ac.kr); (2) Bosul Mun, this author contributed equally to the paper from Seoul National University, Seoul, Republic of Korea (bsbs8645@snu.ac.kr); (3) Seungyun Lee, Seoul National University, Seoul, Repulic of Korea; (4) Woojin Jeong, Seoul National … Read more

Košice, Slovakia, August 12th, 2025/Chainwire/–Remittix (RTX), the blockchain project that is redefining cross-border payments, has now officially announced the release date for its Beta Web3 Wallet in Q3 2025. This announcement follows the project’s presale exceeding $18.7 million and over 590 million tokens sold, in a milestone before hitting centralized exchange (CEX) listings. The Beta … Read more

Content Overview Overview Performance optimization workflow Optimize the performance on one GPU Debug the input pipeline Debug the performance of one GPU Enable mixed precision and XLA Optimize the performance on the multi-GPU single host Optimize gradient AllReduce GPU host thread contention Overview This guide will show you how to use the TensorFlow Profiler with … Read more

Content Overview Overview Available graph optimizers Setup Compare execution performance with and without Grappler Constant folding optimizer Debug stripper optimizer Summary Overview TensorFlow uses both graph and eager executions to execute computations. A tf.Graph contains a set of tf.Operation objects (ops) which represent units of computation and tf.Tensor objects which represent the units of data that flow between ops. Grappler is … Read more

Content Overview Overview Setup Supported hardware Setting the dtype policy Building the model Training the model with Model.fit Loss scaling Underflow and Overflow Loss scaling overview Training the model with a custom training loop GPU performance tips Increasing your batch size Ensuring GPU Tensor Cores are used XLA Cloud TPU performance tips Summary Overview Mixed … Read more

Content Overview Setup Configure the ResNet-18 model for the Cifar-10 dataset Visualize the training model Visualize the testing model Train and evaluate Export a SavedModel This tutorial fine-tunes a Residual Network (ResNet) from the TensorFlow Model Garden package (tensorflow-models) to classify images in the CIFAR dataset. Model Garden contains a collection of state-of-the-art vision models, implemented with TensorFlow’s high-level … Read more

Content Overview Model Garden models Official models Research models Training experiment framework Specialized ML operations Training loops with Orbit The TensorFlow Model Garden provides implementations of many state-of-the-art machine learning (ML) models for vision and natural language processing (NLP), as well as workflow tools to let you quickly configure and run those models on standard … Read more

Content Overview Setup TPU initialization’ Manual device placement Distribution strategies Classification on TPUs Define a Keras model Load the dataset Train the model using Keras high-level APIs Train the model using a custom training loop Improving performance with multiple steps inside tf.function Next steps This guide demonstrates how to perform basic training on Tensor Processing Units … Read more

Chandra Madhumanchi reveals how AI is reshaping retail through predictive analytics, dynamic store layouts, automated inventory, and hyper-personalized marketing. Leveraging deep learning, IoT, and ethical AI, retailers cut waste, boost sales, and build trust—creating a seamless, data-driven shopping experience.

In 2025, Ethereum turns 10. This is not only a moment to celebrate, but also an opportunity to reflect on how its ecosystem has transformed. Evgeny Kitkin decided to go against prevailing sentiment and launched an Ethereum pool. We spoke with Evgeny about how the market has evolved, what mining taught us, and why infrastructure … Read more

Core Ventures has unveiled BTC-FI, a 14-week remote accelerator for Bitcoin DeFi startups. Offering up to $100K, hands-on mentorship, and access to a vast network, it targets teams building yield protocols, DeFi trading tools, launch platforms, and growth experiments. Applications close in late August, with the program starting Q3 2025.