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PDOT: a Practical Primal-Dual Algorithm and a GPU-Based Solver …
2024年7月29日 · In this paper, we propose a practical primal-dual algorithm with theoretical guarantees and develop a GPU-based solver, which we dub PDOT, for solving large-scale optimal transport problems....
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• We develop PDOT, a GPU-implemented solver based on restarted PDHG, for solving large-scale optimal transport. Extensive numerical experiments demonstrate the efficiency and effectiveness of the solver compared to Sinkhorn algorithm and …
PDOT: a Practical Primal-Dual Algorithm and a GPU-Based Solver …
In this paper, we propose a practical primal-dual algorithm with theoretical guarantees and develop a GPU-based solver, which we dub PDOT, for solving large-scale optimal transport problems. Compared to Sinkhorn algorithm or classic LP algorithms, PDOT can achieve high-accuracy solution while efficiently taking advantage of modern computing ...
训练中产生的这些文件都是什么作用？ - 飞桨AI Studio
我发现在paddledetection模型训练完成后，储存了大量的三类文件，分别是.pdmodel文件、.pdparams文件和.pdopt文件，这些文件都分别是起到什么作用？ 一个文件夹达到了20多GB，太可怕了。 这个就是训练时产生保存的模型和参数文件。 是很大的。 训练的轮数越多整个文件夹越大。 这个就是训练时产生保存的模型和参数文件。 是很大的。 训练的轮数越多整个文件夹越大。 是的。 网络模型也起主要作用。 请问模型大小是指这三个文件中的哪一个文件的大小？
喜讯！博迈医疗全球首创POT™ PTCA近远端优化技术专属球囊获 …
POT™是全球首创用于分叉病变中支架扩张的近端优化技术（POT）和远端优化技术（DOT）的专属球囊。 此前，POT™已在中国和欧洲市场耕耘一年有余，积累了丰富的临床经验，此次获得FDA认证将助力POT™成为美国市场上近远端优化技术（PDOT）应用的制胜法宝。 2023年3月21日，中国，东莞——博迈医疗POT™ PTCA 高压非顺应性球囊扩张导管（下称“POT™”）获得美国食品药品管理局（FDA）认可上市。 POT™是全球首创用于分叉病变中支架扩张的近端优 …
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In this article, we propose a novel Private DNS-over-TLS (PDoT) architecture. PDoT includes a DNS Recursive Resolver (RecRes) that operates within a Trusted Execution Environment. …
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