Tensorflow 1.0之後模型檔案、權重數值的讀取方式
阿新 • • 發佈:2020-02-12
儲存的檔案有4個:
checkpoint
model-parameters.bin-46000.data-00000-of-00001
model-parameters.bin-46000.index
model-parameters.bin-46000.meta
讀取程式碼:
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')
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