| import tensorflow_datasets as tfds | |
| import tensorflow as tf | |
| from tensorflow.keras.layers import Layer, Dense, LayerNormalization, Embedding, Dropout | |
| from tensorflow.keras.models import Sequential, Model | |
| from tensorflow.keras.optimizers.schedules import LearningRateSchedule | |
| from tensorflow.keras.optimizers import Adam | |
| from tensorflow.keras.losses import SparseCategoricalCrossentropy | |
| from tensorflow.keras.metrics import Mean, SparseCategoricalAccuracy | |
| from tqdm import tqdm | |
| import numpy as np | |
| import matplotlib.pyplot as plt |
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