我无法在 Apple Silicon 上安装 Tensorflow Model Maker

Question

我有 Apple M1 Pro 芯片，但无法运行我的张量流项目。我按照 Apple 网站 中的安装说明进行操作。

当我运行 pip install -rrequirements.txt 时，除了 tflite-model-maker 之外，我的所有 python 软件包都会安装。我收到以下错误：

ERROR: Cannot install -r requirements.txt (line 19) and tflite-support because these package versions have conflicting dependencies.

The conflict is caused by:
    tflite-model-maker 0.3.4 depends on tensorflow>=2.6.0
    tflite-model-maker 0.3.3 depends on tensorflow>=2.6.0
    tflite-model-maker 0.3.2 depends on tensorflow>=2.4.0
    tflite-model-maker 0.3.1 depends on tensorflow>=2.4.0
    tflite-model-maker 0.3.0 depends on tensorflow>=2.4.0
    tflite-model-maker 0.2.5 depends on tensorflow>=2.4.0
    The user requested tflite-support
    tflite-model-maker 0.2.4 depends on tflite-support==0.1.0rc4
    tflite-model-maker 0.2.3 depends on tf-nightly==2.4.0.dev20200902
    tflite-model-maker 0.2.2 depends on tf-nightly==2.4.0.dev20200902
    tflite-model-maker 0.2.1 depends on tf-nightly==2.4.0.dev20200811
    tflite-model-maker 0.2.0 depends on tf-nightly==2.4.0.dev20200810
    tflite-model-maker 0.1.2 depends on tf-nightly
    The user requested tflite-support
    tflite-model-maker 0.1.1 depends on tflite-support==0.1.0a0
    The user requested tflite-support
    tflite-model-maker 0.1.0 depends on tflite-support==0.1.0a0

To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict

有什么想法吗？

Answer 1

我也遇到了同样的问题，tflite_model_maker的官方版本还不支持M1芯片。

但是您可以在不安装库的情况下转换模型：

1- 安装 TensorFlow：我使用了本教程：完美运行： https://sudhanva.me/install-tensorflow-on-apple-m1-pro-max/

2- 使用 Keras os 创建模型并加载它：

import tensorflow
model = tensorflow.keras.models.load_model(load_weights)

3- 转换您的 模型tflite 模型：

converter = tensorflow.lite.TFLiteConverter.from_keras_model(model)
tflite_model = converter.convert()

with open('new_model.tflite', 'wb') as f:
    f.write(tflite_model)