![]() Optimize long-term values of Google recommendation products using reinforcement learning and other ML techniques. LaMDA Language Model For Dialog Applications is a language model tasked with generating sensible, specific, interesting, and appropriate dialog on open-domain, multi-turn conversations. Approaching automated machine learning and learning to learn. |
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![]() Android Game Development Extension for Visual Studio. Configure a project. Measure app performance. Modify build.gradle files for Android Studio. Android Studio tasks. Reduce game size. Android GPU Inspector. View a system profile. GPU performance counters. Analyze a system profile. Frame processing times. Texture memory bandwidth usage. Vertex memory bandwidth usage. Analyze a frame profile. Most expensive render passes. Frame Profiler UI. Pipeline view pane. Supported Vulkan extensions. Android Performance Tuner. Manage thermal and CPU performance. Memory Advice API. Optimize with Game Mode API. Game Mode interventions. Google Play Games Services. |
![]() Some connections to related algorithms, on which Adam was inspired, arediscussed. We also analyze the theoretical convergence properties of thealgorithm and provide a regret bound on the convergence rate that is comparableto the best known results under the online convex optimization framework.Empirical results demonstrate that Adam works well in practice and comparesfavorably to other stochastic optimization methods. Finally, we discuss AdaMax a, variant of Adam based on the infinity norm. Published as a conference paper at the 3rd International Conference for Learning Representations, San Diego, 2015. |
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![]() Deploy models to edge devices with restrictions on processing, memory, power-consumption, network usage, and model storage space. Enable execution on and optimize for existing hardware or new special purpose accelerators. Choose the model and optimization tool depending on your task.: Improve performance with off-the-shelf models. In many cases, pre-optimized models can improve the efficiency of your application. Use the TensorFlow Model Optimization Toolkit. Try the post-training tools to optimize an already-trained TensorFlow model. Use training-time optimization tools and learn about the techniques. Collaborative Optimization API. Read on TensorFlow blog. Weight Clustering API. Read on TensorFlow blog. Quantization Aware Training - Performance with Accuracy. |
![]() Get the free worksheet We've' included a nifty Google Sheets worksheet to guide you through the steps and help keep you and your team on track. How much more of this guide do I need to read? Wow, you've' already achieved so much, thanks for sticking with us while we blasted through the bonus Quick Start Guide to SEO. If you're' serious about improving search traffic we do recommend reading the Beginner's' Guide to SEO front-to-back. We've' tried to make it as concise and easy to understand as possible, and learning the basics of SEO is a vital first step in achieving your online business goals. Go through at the pace that suits you best, and be sure to take note of the dozens of resources we link to throughout the chapters - they're' also worthy of your attention. If you want to take a more guided approach to learning SEO or training your entire team, check out the Moz Academy SEO Essentials Certification. We've' consolidated all the resources you need to learn SEO fundamentals alongside unique learning strategies, task lessons and quizzes to test your knowledge. You can also display your knowledge with your Linkedin Moz SEO Essentials certification badge. |
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![]() Google offers free online tools to help you evaluate how mobile-friendly your website is and provides tips to help you optimize it. Digital marketing has become a major consideration for all businesses, small and large. Few aspects of digital marketing are as important as driving traffic to your website and landing pages, and few elements of capturing new clicks are as important as ranking well on Google and other major search engines. By optimizing websites and content, businesses can improve their search engine result page SERP ranking. This is known as an organic search strategy, and it can be particularly effective. As internet traffic increasingly comes from mobile devices, Google has shifted its focus to mobile-friendly website optimization. |