On1024 nodes, we compared the performance of CP2K usingCOSMAandCray-libsci_acc(version: 19.10.1), both being GPU accelerated, for all dense matrix-matrix multiplications (pdgemmroutine). As can be seen in the following table, the version with COSMA was approximately2x faster. On128 nodes, ...
In addition to the reduced sample complexity and computational time, the proposed ML algorithm works for any distribution over x, while the best previously known algorithm36 works only for the uniform distribution over [−1, 1]m. Furthermore, when we consider the scaling with the prediction...
As input, users supply a cell transcript count matrix, list of cycling genes (e.g., circadian clock genes), and prior knowledge about the cell and gene parameters. Using the user-specified cycling genes, the count data and prior knowledge, in Step 1 Tempo computes approximate posterior distri...
In addition to Featherstone's text and Felis's papers there are a number of exciting methods and modeling tools which are included in RBDL. The appropriate literature references are mentioned in the doxygen for the method in question. Citation ...
In addition, the module is responsible for the extraction of MFCC features; that is, another DCT operation is performed on the basis of the filter banks for Deep Speech voice recognition system input (iv) Speech recognition system: This system is responsible for transcribing the input MFCC ...
The Euclidean distances of each user to the BSs are calculated in the distance matrix. In multipath scenarios, the distance matrix estimates the signal path loss in addition to the Rayleigh fading and log-normal shadowing. The RSRP and SINR values are then computed over each carrier signal. Dur...
In addition, the time cost is greatly reduced more than 90%. Comprehensive experimental results demonstrate that our proposed algorithm provides a potential possibility for designing harvesting. Keywords: design harvesting robots; binocular stereo camera; depth estimation...
In addition, the cost function of (9.13) is separable into x- and y-directions, permitting each direction to be treated independently. The elements of matrix C and vector d→ are formed by considering the Euclidean distance (or any other appropriate (quadratic) wirelength model) between pairs...
The matrix completion problem is to recover a low-rank matrix from a subset of its entries. The main solution strategy for this problem has been based on nuclear-norm minimization which requires computing singular value decompositions—a task that is increasingly costly as matrix sizes and ranks ...
In this paper, the optimal allocation of constant and switchable capacitors is presented simultaneously in two operation modes, grid-connected and islanded, for a microgrid. Different load levels are considered by employing non-dispatchable distributed generations. The objective function includes minimising...