Compute-Efficient Neural Network Architecture Optimization by a Genetic AlgorithmNeural networksNeural Architecture SearchGenetic algorithmsA neural network's topology greatly influences its generalization ability. Many approaches to topology optimization employ heuristics, for example genetic algorithms, oftentimes ...
Efficient approach to compute melting properties fully from ab initio with application to Cu 摘要通过**从头算起**(ab initio)自由能量方法进行热力学积分是一种最先进的计算材料熔点的方法。然而,高计算成本和依赖于良好的参考系统来计算液态自由能一直是广泛应用的障碍。为了解决这些挑战,我们提出了**两优化参考...
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Efficient algorithm to compute a DFT for an arbitrary set of frequenciesRode, Thomas
How to efficiently compute nth root of a number to at least 12 correct decimal places without using cmath and such? I have tried to solve it myself. My idea is to find an approximation and use Newton's method to make the approximation more accurate. I have implemented 2 methods...
Efficient methods for processing genomic data were developed to increase reliability of estimated breeding values and to estimate thousands of marker effects simultaneously. Algorithms were derived and computer programs tested with simulated data for 2,967 bulls and 50,000 markers distributed randomly acros...
An Efficient Clique-Based Algorithm of Compute Nodes Allocation for In-memory Checkpoint SystemFault-toleranceIn-memory checkpointAlgorithmFault-tolerant is an essential technology for high-performance computing systems. Checkpoint/Restart (C/R) is the most popular fault-tolerant technique in which the ...
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We’re bringing cost-efficient and energy-efficient edge AI computing power to robotics, defense, security, homes, and consumer devices. Mythic is delivering order-of-magnitude improvements in power, cost efficiency, and performance scalability: ...