Essays about: "Asynchronous Compute"
Found 3 essays containing the words Asynchronous Compute.
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1. Particle Simulation using Asynchronous Compute : A Study of The Hardware
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : Background. With the introduction of the compute shader, followed by the application programming interface (API) DirectX 12, the modern GPU is now going through a transformation. Previously the GPU was used as a massive computational tool for running a single task at unparalleled speed. READ MORE
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2. Ablation Programming for Machine Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : As machine learning systems are being used in an increasing number of applications from analysis of satellite sensory data and health-care analytics to smart virtual assistants and self-driving cars they are also becoming more and more complex. This means that more time and computing resources are needed in order to train the models and the number of design choices and hyperparameters will increase as well. READ MORE
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3. Developing a spiking neural model of Long Short-Term Memory architectures
University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/FörbränningsfysikAbstract : Current advances in Deep Learning have shown significant improvements in common Machine Learning applications such as image, speech and text recognition. Specifically, in order to process time series, deep Neural Networks (NNs) with Long Short-Term Memory (LSTM) units are widely used in sequence recognition problems to store recent information and to use it for future predictions. READ MORE
