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MNIST

• Tensorflow Generative Adversarial Network 예시 코드(GAN, MNIST Data Set)

  Data Science/Tensorflow 2022. 11. 1. 01:19

  1. 기본 세팅 1.1 라이브러리 import os import numpy as np import tensorflow as tf import matplotlib.pyplot as plt import tensorflow_datasets as tfds from tensorflow.keras import Model, layers 1.2 GPU 세팅 os.environ["CUDA_VISIBLE_DEVICES"]="0" gpus = tf.config.experimental.list_physical_devices('GPU') if gpus: try: tf.config.experimental.set_memory_growth(gpus[0], True) except RuntimeError as e: print(e) # ..

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• Tensorflow Convolution Neural Network 예시 코드(CNN, MNIST DataSet)

  Data Science/Tensorflow 2022. 10. 26. 22:04

  1. 기본 세팅 1.1 라이브러리 import tensorflow as tf import numpy as np import matplotlib.pyplot as plt import random import os from sklearn.model_selection import train_test_split from tensorflow.keras import Model, layers 1.2 랜덤시드 고정 매번 동일한 결과를 가져오기 위한 랜덤시드 고정 random.seed(1) np.random.seed(1) tf.random.set_seed(1) 1.3 GPU 세팅 os.environ["CUDA_VISIBLE_DEVICES"]="0" gpus = tf.config.experimental.list_physi..

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• Tensorflow Multilayer Perceptron 예시 코드(MLP, MNIST DataSet)

  Data Science/Tensorflow 2022. 10. 24. 23:13

  1. 기본 세팅 1.1 라이브러리 import tensorflow as tf import numpy as np import matplotlib.pyplot as plt import random import os 1.2 랜덤시드 고정 매번 동일한 결과를 가져오기 위한 랜덤시드 고정 random.seed(1) np.random.seed(1) tf.random.set_seed(1) 1.3 GPU 세팅 os.environ["CUDA_VISIBLE_DEVICES"]="0" gpus = tf.config.experimental.list_physical_devices('GPU') if gpus: try: tf.config.experimental.set_memory_growth(gpus[0], True) except ..

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