batch normalization

ˌbætʃ ˌnɔːrməlɪˈzeɪʃn̩
batch norms
Translation Definition
NEW

Translation of batch normalization into German

Noun

machine learning

TECH.
method in neural networks that rescales layer values using each training batch
TECH.
Batch-Normalisierung Batchnorm
  • Batch normalization helped the neural network train faster and avoid unstable behavior.Die Batch-Normalisierung hat geholfen, das neuronale Netz schneller zu trainieren und instabiles Verhalten zu vermeiden.
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Synonyms and analogies of batch normalization in English

Examples of batch normalization in a sentence

  • Without batch normalization, the model required much smaller learning rates.

batch normalization: Examples and translations in context

Batch normalization is known for improving the convergence process and speed because it prevents the tensor values from overshooting.

Die Batch-Normalisierung ist bekannt für die Verbesserung des Konvergenzprozesses und der Geschwindigkeit, da sie ein übermäßiges Steigen der Tensorwerte verhindert.

regularization, activation functions, weight initialization, gradient flow, batch normalization, hyperparameter optimization

Regularisierung, Aktivierungsfunktionen, Initialisierung der Gewichte, Gradientenfluss, Batch Normalization, Optimierung der Hyperparameter

Most notable is the effect of Batch-Normalization.

Besonders hervorzuheben ist hier der Einfluss von BatchNormalization.

While there are several well-known and widely used regularization techniques for supervised machine learning such as L2-Normalization, Dropout or Batch-Normalization, their effect in the context of reinforcement learning is not yet investigated.

Während es für Supervised Machine Learning einige bekannte und häufig verwendete Techniken zur Regularisierung gibt, wie etwa L2-Normalization, Dropout oder Batch-Normalization, so ist deren Einfluss im Bezug auf Reinforcement Learning noch nicht erforscht.

For Mp3, Mp4, FLAC, Ogg, APE, AAC and Wav files both single and batch mode to normalization on an average level it is advisable to check and determine the recommended maximum level of normalization without clipping.

Vor der Normalisierung nach dem Durchschnittsniveau der MP3, FLAC und Wav-Dateien (sowie einzeln, als auch gruppenweise) wäre es zweckmäßig, eine Kontrolle auszuüben und das empfohlene Durchschnittsniveau der Normalisierung festzustellen.

Loudness normalization can also be applied to the batch processing feature.

Auch in der Stapelverarbeitung ist die Lautheitsanpassung einsetzbar.

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