英文:
libtensorflow_io.so not found when running tensorflow-io on Windows 11 with Python 3.11
问题
> libtensorflow_io.so 未找到
我正在使用x86、Windows 11设置。Python 3.11，tensorflow-io==0.31.0
这是我迄今为止尝试运行的代码：
import os
from matplotlib import pyplot as plt
import tensorflow as tf
import tensorflow_io as tfio
CAPUCHIN_FILE = os.path.join('data','Parsed_Capuchinbird_Clips','XC3776-3.wav')
NOT_CAPUCHIN_FILE = os.path.join('data','Parsed_Not_Capuchinbird_Clips','afternoon-birds-song-in-forest-0.wav')
def load_wav_16k_mono(filename):
#加载编码的wav文件
file_contents = tf.io.read_file(filename)
#解码wav（按通道的张量）
wav, sample_rate = tf.audio.decode_wav(file_contents, desired_channels=1)
#去掉尾随轴
wav = tf.squeeze(wav, axis=-1)
sample_rate = tf.cast(sample_rate, dtype=tf.int64)
#从44100Hz转换为16000Hz - 音频信号的振幅
wav = tfio.audio.resample(wav, rate_in=sample_rate, rate_out=16000)
return wav
wave = load_wav_16k_mono(CAPUCHIN_FILE)
nwave = load_wav_16k_mono(NOT_CAPUCHIN_FILE)
我收到的错误是：
> NotImplementedError: 无法打开文件：libtensorflow_io.so，来自路径：['C:\Users\bchai\PycharmProjects\AudioML\venv\Lib\site-packages\tensorflow_io\python\ops\libtensorflow_io.so']
由于：['C:\Users\bchai\PycharmProjects\AudioML\venv\Lib\site-packages\tensorflow_io\python\ops\libtensorflow_io.so 未找到']
我尝试将tensorflow-io降级到0.30.0，但也没有帮助。
在线发布的解决此问题的结果涉及安装tensorflow-io版本0.23.1，但对于Python 3.11，它显示找不到分发版。
我考虑安装>= 3.7版本的Python，但在python.org的下载中找不到这些版本。
英文:
> libtensorflow_io.so not found
I am using an x86, windows 11 setup. Python 3.11, tensorflow-io==0.31.0
This is the code I have been trying to run so far:
import os
from matplotlib import pyplot as plt
import tensorflow as tf
import tensorflow_io as tfio
CAPUCHIN_FILE = os.path.join('data','Parsed_Capuchinbird_Clips','XC3776-3.wav')
NOT_CAPUCHIN_FILE = os.path.join('data','Parsed_Not_Capuchinbird_Clips','afternoon-birds-song-in-forest-0.wav')
def load_wav_16k_mono(filename):
#Load encoded wav file
file_contents=tf.io.read_file(filename)
#decode wav(tensors by channels)
wav,sample_rate=tf.audio.decode_wav(file_contents,desired_channels=1)
#removes trailing axis
wav=tf.squeeze(wav,axis=-1)
sample_rate=tf.cast(sample_rate,dtype=tf.int64)
#Goes from 44100Hz 6o 16000hz - amplitude of the audio signal
wav = tfio.audio.resample(wav,rate_in=sample_rate,rate_out=16000)
return wav
wave = load_wav_16k_mono(CAPUCHIN_FILE)
nwave = load_wav_16k_mono(NOT_CAPUCHIN_FILE)
The error I receive is:
> NotImplementedError: unable to open file: libtensorflow_io.so, from paths: ['C:\Users\bchai\PycharmProjects\AudioML\venv\Lib\site-packages\tensorflow_io\python\ops\libtensorflow_io.so']
caused by: ['C:\Users\bchai\PycharmProjects\AudioML\venv\Lib\site-packages\tensorflow_io\python\ops\libtensorflow_io.so not found']
I tried downgrading tensorflow-io to 0.30.0 that did not help either.
The results posted online for this issue involve installation of tensorflow-io version 0.23.1 but for python 3.11, it says distribution not found.
I thought of installing a >= 3.7 version of python, but those are not available in downloads at python.org.
答案1
得分: 2
存在Python版本冲突。Tensorflow-io的最新版本0.32.0要求python >=3.7且<3.11。
请尝试将python版本降级至3.10，并按照此TensorFlow版本兼容性中提到的方式安装tensorflow 2.11以解决此问题。
请参考以下截图：
英文:
There is python version conflicts. Tensorflow-io latest version 0.32.0 requires python >=3.7 and <3.11.
Please try again by downgrading the python version to 3.10 and install tensorflow 2.11 as mentioned in this TensorFlow Version Compatibility for installing tensorflow-io.
Please check this below screenshot for your reference:
通过集体智慧和协作来改善编程学习和解决问题的方式。致力于成为全球开发者共同参与的知识库，让每个人都能够通过互相帮助和分享经验来进步。
评论