Building a complete.NET Core solution on macOS using Visual Studio for Mac • • 9 minutes to read • Contributors • • • • • • In this article Visual Studio for Mac provides a full-featured Integrated Development Environment (IDE) for developing.NET Core applications. This topic walks you through building a.NET Core solution that includes a reusable library and unit testing. This tutorial shows you how to create an application that accepts a search word and a string of text from the user, counts the number of times the search word appears in the string using a method in a class library, and returns the result to the user. The solution also includes unit testing for the class library as an introduction to unit testing concepts. If you prefer to proceed through the tutorial with a complete sample, download the. For download instructions, see. Word.; 2 minutes to read Contributors. In this article. Find how-to content, sample code, SDK and API documentation, VBA references, training, and technical articles for developing solutions and customizing Word. Streaming is available in most browsers, and in the WWDC app. • • • • Using Metal 2 for Compute Metal Performance Shaders (MPS) provides a highly tuned library of functions that extend the power of the GPU for more than just graphics. With Metal 2, MPS comes to the Mac along with an expanded set of capabilities. ![]() Learn how to tap into the latest image processing operations, perform linear algebra operations, and accelerate machine learning algorithms via new primitives and a graph API to build and execute neural networks on the GPU. WWDC 2017 - Session 608 - iOS, macOS, tvOS Resources • • • • • • • • •. Download Good afternoon everyone, welcome to our talk on using Metal 2 for Compute. My name is Anna Tikhonova. I'm an engineer on the GPU Software Team, so let's begin. The Metal 2 echo system is so much more than the Metal API and the language. We also have the GPU Tools and we have the MetalKit and Metal Performance Shaders frameworks. You might know Metal as this great technology for developing high-end games and graphics. But it can also be used for Compute processing. In fact, the Compute side of Metal is so powerful and flexible that the Metal Performance Shaders framework is built completely on top of Compute. And in this session, we'll talk about what's new in the Metal Performance Shaders framework. We introduced the Metal Performers Shaders framework, or MPS in 2015. And the videos of our past sessions are available on our developer website. MPS uses the compute power of the GPU to bring GPU accelerated primitives. For image processing, linear algebra and machine learning. The framework is optimized for iOS and we're happy to announce that this year we're also bringing MPS to the Mac. The entire feature set is available in both iOS and macOS. So let's begin with a quick update on our image processing support. So here's a list of all of the primitives for image processing that we had available in iOS 10. So there's Convolution, Gaussian Blur, Lanczos Resampling, just to name a few. They're all now available in macOS. And this year we're bringing you four new image processing primitives. The Image Keypoints primitive can be used -- is often used in computer vision algorithms such as image stabilization and Bilinear Rescale, Image Statistics, and Element-wise Arithmetic Operators, are commonly used to pre-process images. For example, in machine learning. And the arithmetic filters also support broadcasting operations. Which, for example, allow you to add a 2D image or the 1D image. Word doesn't have an option to stretch one image over two pages but creative alternatives do exist like a Word table break or simply print image on multiple pages. Unlike text, graphics are restricted to a single page. However, you can bypass this restriction by duplicating the image and cropping each one. Print image over two pages word for mac free. So that's it for our very quick update on image processing. And now let's talk about the new Linear Algebra operations. Without support, Matrix Multiplication, Matrix Vector Multiplication, and Triangular Matrix Factorization and Linear Solvers. To support Linear Algebra operations, we now have multiple new data representations. First, we have the MPSVector object which interprets the data in a metal buffer as a one-dimensional array. And we have an MPSMatrix object which interprets the data in a metal buffer as a rectangular array. And MPS matrices are in role major order. And you can think of both MPSVectors and MPSMatrices as wrappers around user data buffers. And we also support a temporary variance of MPSMatrix. MPS images -- temporary images and MPSTemporaryMatrices are allocated from a Metal heap associated with a command buffer. And they are called temporary because their lifespan is limited to the lifetime of the command buffer. And we recommend you use temporary images and matrices for most of your intermediate storage. Both MPSVector and MPSMatrix support a number of input types. We support single-precision and half-precision input types and a floating-point input types.
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