Victor Uzoagbavictoru.hashnode.dev·Oct 28, 2024Cost-Effective Scheduling and Queue Management in Semaphore CI/CDIn today's DevOps landscape, optimizing CI/CD costs while maintaining efficient delivery pipelines has become increasingly crucial. Organizations running hundreds or thousands of builds daily face significant challenges in managing their CI/CD resour...semaphore
Saurabh Naiksaurabhz.hashnode.dev·Feb 12, 2024Adapting to Excellence: A Dual Exploration of RMSprop and Adam OptimizersIntroduction: In the quest for efficient optimization algorithms in deep learning, RMSprop and Adam stand out as powerful contenders. This blog post embarks on a journey into the intricacies of these optimizers, unraveling their mathematical foundati...Deep LearningArtificial Intelligence
Saurabh Naiksaurabhz.hashnode.dev·Feb 12, 2024Scaling Heights: The Adaptive Brilliance of Adagrad in Neural NetworksIntroduction: In the intricate world of deep learning optimization, one-size-fits-all approaches often fall short. Enter Adagrad, an adaptive optimization algorithm designed to navigate the challenges posed by varying feature scales and sparse inputs...Deep LearningData Science
Saurabh Naiksaurabhz.hashnode.dev·Feb 12, 2024Riding the Wave: Unveiling Nesterov Accelerated Gradient in Deep LearningIntroduction: In the ever-evolving landscape of deep learning optimization algorithms, Nesterov Accelerated Gradient (NAG) emerges as a powerful contender. This blog post unravels the intricacies of Nesterov Accelerated Gradient, providing insights i...Deep LearningArtificial Intelligence
Kaan Berke UGURLARkaanberke.hashnode.dev·Sep 17, 2023This New Optimizer Called Lion Could Replace Adam as the Go-To for Training Neural NetsGoogle Brain researchers have discovered a new optimization algorithm for training deep neural networks called Lion that outperforms the popular Adam optimizer on a variety of computer vision and natural language processing tasks. In a paper publishe...285 readsOptimizer
Connor McDonaldconnormcdonald.hashnode.dev·Jan 25, 2022New Podcast Episode – The Optimizer with Nigel BaylissNo topic quite gets emotions rolling as much as the Oracle Query Optimizer. The fact that a piece of software can determine the best way to run the myriad of potential SQL statements, no matter how poorly they sometimes might be written, never ceases...podcast
Connor McDonaldconnormcdonald.hashnode.dev·Jul 19, 2021Drop all baselinesJust a quick tip today on doing a “reset” on your optimizer environment. SQL Plan Baselines are an awesome tool to ensure plan stability in your database, and generally, when you are upgrading from one release to the next, they are the perfect tool t...performance
