tensor operations
[/ˈtɛnsər ˌɒpəˈreɪʃənz/]
nounfemininepl: tensor operations
operações tensoriais
1. Mathematical and computational procedures performed on tensors, including addition, multiplication, contraction, and transformation operations used in linear algebra and physics
Tensor operations are fundamental in machine learning frameworks like TensorFlow.
As operações tensoriais são fundamentais em frameworks de aprendizado de máquina como o TensorFlow.
2. Specific computations involving multi-dimensional arrays following tensor algebra rules
The GPU efficiently handles complex tensor operations for deep neural networks.
A GPU processa eficientemente operações tensoriais complexas para redes neurais profundas.
3. In physics and engineering, manipulations of tensor fields following covariant and contravariant transformation laws
Einstein's field equations rely heavily on tensor operations in curved spacetime.
As equações de campo de Einstein dependem fortemente de operações tensoriais no espaço-tempo curvo.
This is a technical term primarily used in academic and professional contexts within mathematics, physics, computer science, and artificial intelligence. The term is globalized with minimal regional variation. In Brazil, it's commonly encountered in university-level mathematics courses, machine learning research, and tech company development teams. The rise of AI and deep learning has popularized this term significantly in the 2010s-2020s, particularly with the prevalence of TensorFlow and similar libraries. There is no colloquial or slang equivalent; usage remains formal and technical.
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