inference-pre-ensemble-with-predictions.py 文件源码

def write_to_record(id_batch, label_batch, predictions, filenum, num_examples_processed):
    writer = tf.python_io.TFRecordWriter(FLAGS.output_dir + '/' + 'predictions-%04d.tfrecord' % filenum)
    for i in range(num_examples_processed):
        video_id = id_batch[i]
        label = np.nonzero(label_batch[i,:])[0]
        example = get_output_feature(video_id, label, [predictions[i,:]], ['predictions'])
        serialized = example.SerializeToString()
        writer.write(serialized)
    writer.close()