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Understanding machine learning models
Improving data analysis and decision-making
How Google uses logic in machine learning
Second, the WebAssembly bytecode is portable . Developers only need to build it once and do not need to worry about changes or updates to the underlying Netlify serverless runtime. It also allows developers to reuse the same WebAssembly functions in other cloud environments.
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Finally, the WasmEdge Tensorflow API provides the most ergonomic way to execute Tensorflow models in the Rust programming language. WasmEdge installs the correct combination of Tensorflow dependency libraries, and...
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Our first demo application allows users to upload an image and then invoke a serverless function to turn it into black and white. A live demo deployed on Netlify is available.
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A Jamstack application consists of a static UI (in HTML and JavaScript) and a set of serverless functions to support dynamic UI elements via JavaScript. There are many benefits to the Jamstack approach. But perhaps one of the most significant benefits is performance. Since the UI is no longer gen...
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However, the edge CDN only solves the problem of distributing the static UI files. The backend serverless functions could still be slow. In fact, popular serverless platforms have well-known performance issues, such as slow cold start, especially for interactive applications. That’s where WebAsse...
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High-performance functions written in C/C++, Rust, Swift, and other languages can be easily compiled into WebAssembly. Those WebAssembly functions are much faster than JavaScript or Python commonly used in serverless functions.
However, if raw performance is the only goal, why not just comp...
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Running WasmEdge from Netlify’s current serverless container is an easy way to add high-performance functions to Netlify applications. Going forward an even better approach is to use WasmEdge as the container itself. There will be no Docker and no Node.JS to bootstrap WasmEdge. This way, we can r...
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The second demo application allows users to upload an image and then invoke a serverless function to classify the main subject on the image.
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Serverless functions save developers a ton of trouble managing the backend infrastructure. It also simplifies the development process as developers only need to focus on the business logic. This article is a step-by-step guide on how to write and deploy your own WebAssembly serverless functions o...
....strip away the narrative people automatically build in their heads, those looming cloud of suppositions you carry around about a person or situation, disabling you from working effectively.
Rather than pointing fingers or assigning blame, the best tactic is to become self aware ...
You can only build resilience by accepting that everything will one day fail. The more ready you are to pivot when it does, the sooner you’ll see big changes coming, the better you’ll react to them when they arrive, and the faster you’ll get back to business-as-usual once they hit.
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