seed initialization
[siːd ˌɪnɪʃəlaɪˈzeɪʃən]
nounpl: seed initializations
inicialização de sementes
1. The process of setting an initial value (seed) for a random number generator to ensure reproducible results or control the sequence of pseudo-random numbers
Seed initialization is crucial for reproducible machine learning experiments.
A inicialização de sementes é crucial para experimentos de aprendizado de máquina reproduzíveis.
2. In programming and computer science, the assignment of a starting value to a random or pseudo-random process
The seed initialization determines the sequence of random values generated by the algorithm.
A inicialização de sementes determina a sequência de valores aleatórios gerados pelo algoritmo.
3. The setup process for establishing initial conditions in neural networks or statistical models
Proper seed initialization prevents training instability in deep learning models.
A inicialização adequada de sementes previne instabilidade no treinamento de modelos de aprendizado profundo.
This is specialized technical terminology primarily used in software development, data science, and machine learning communities. The term is consistent across English and Portuguese-speaking tech communities, and Brazilian tech professionals often use the English term 'seed' even in Portuguese contexts due to its prevalence in documentation and international collaboration.
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