Tensorflow 1.0 이후 모델 파일, 가중치 값 읽기

저장된 파일은 4개입니다: checkpoint model-parameters.bin-46000.data-00000-of-00001 model-parameters.bin-46000.index model-parameters.bin-46000.meta
코드를 읽으려면 다음과 같이 하십시오.

from tensorflow.python import pywrap_tensorflow

with tf.Graph().as_default():    
    with tf.Session() as sess:
        ckpt = tf.train.get_checkpoint_state('./checkpoint')
        if ckpt and ckpt.model_checkpoint_path:
            reader = pywrap_tensorflow.NewCheckpointReader('./checkpoint/model-parameters.bin-46000')
            all_variables = reader.get_variable_to_shape_map()
            w1 = reader.get_tensor("conv1/weight")
            print(w1.shape)
            print(w1)
            print(all_variables)
        else:
            print('No checkpoint file found')