We presume the ParallelConv1D layers are imagined to extract the characteristic in just a frame, which can be a time slice of 1 ms, when the LSTM layers focus far more on extracting the features in an extended time scale, that is tokamak dependent.
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La hoja de bijao también suele utilizarse para envolver tamales y como plato para servir el arroz, pero eso ya es otra historia.
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When pre-teaching the model on J-TEXT, eight RTX 3090 GPUs are accustomed to train the model in parallel and enable Increase the functionality of hyperparameters searching. Since the samples are tremendously imbalanced, class weights are calculated and applied in accordance with the distribution of the two courses. The scale teaching established for the pre-skilled model eventually reaches ~125,000 samples. In order to avoid overfitting, and to appreciate an improved influence for generalization, the product contains ~100,000 parameters. A Understanding fee program is usually applied to additional stay away from the challenge.
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