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Showing 1 to 4 of 4 for “"hardware mapping"”.
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Exocompilation for Productive Programming of Hardware Accelerators
… extend to support diverse and rapidly-evolving hardware targets, and automatic optimization is often insufficient to guarantee state-of-the-art performance, these libraries are commonly still coded and optimized by hand, at great expense, in low-level C and assembly. To better support …
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Automatic Scheduling of Compute Kernels Across Heterogeneous Architectures
… Traditionally this application-to-hardware mapping was determined statically by the programmer. However, this requires intimate knowledge of the application and underlying architecture, and precludes load-balancing by the system. We demonstrate and empirically evaluate a system for …
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Improving programmability and performance for scientific applications
<p>With modern advancements in hardware and software technology scaling towards new limits, our compute machines are reaching new potentials to tackle more challenging problems. While the size and complexity of both the problems and solutions increases, the programming methodologies must remain at …
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Hardware/Neural Network Codesign for Energy-Efficient Inference on Edge Devices with Optimal Mapping and Compression
L'abstract è presente nell'allegato / the abstract is in the attachment